{
"schema_version": "CandidateEvaluationBatchV1",
"generated_at": "2026-07-06T20:04:52.760Z",
"role_key": "growth-marketer",
"scoring_rubric_file": "candidate-scoring-rubric.json",
"screening": {
"selected_count": 50,
"llm_evaluated_count": 45,
"deterministic_screen_count": 5,
"llm_error_count": 0,
"qualified_count": 12,
"hard_screen_file": "candidate-hard-screens.json",
"evaluation_errors_file": "candidate-evaluation-errors.json"
},
"evaluations": [
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "marketing_at_roxanech_com",
"email": "marketing@roxanech.com",
"name": "Roxane Chabassier",
"score": 59,
"passes_all_hard": false,
"summary": "Roxane is a strong hands-on performance/growth marketer with deep Meta and Google paid media execution (managing ~$1M/month at Larroudé sustaining 5x ROAS), plus email/SMS lifecycle skills (Klaviyo, Attentive) and CRO/A-B testing tooling. She is a genuine operator, not a director-only profile, and has HubSpot/Salesforce CRM familiarity. However, her track record is overwhelmingly DTC ecommerce (apparel, beauty, footwear, health) and Fortune 500 / celebrity brands — not subprime lending, fintech, or high-lead-volume direct-response financial services. There is no evidence of Credit Elevator-style regulated financial product GTM launches, WhatsApp mass messaging, or programmatic/geofencing, and no Spanish-language market experience shown. She satisfies several hard requirements (hands-on operator, Meta, CRO tooling) but the financial-services GTM, WhatsApp, and geofencing gaps plus the DTC-only lane keep this a partial fit.",
"synthesis_quote": "Scaling $1M/month in paid media with disciplined testing, driving efficient growth while sustaining 5x ROAS.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "Growth Marketer roles managing ~$1M/month paid media across Meta, TikTok, Google; skills include Lifecycle campaigns, New product launch, SMS marketing; tools HubSpot/Salesforce, Attentive, Klaviyo.",
"rationale": "Clearly satisfies hands-on operator (req-001), Meta (req-004), and CRO tooling. But no evidence of US GTM launch for a regulated financial product (req-005), no WhatsApp mass messaging or geofencing, and CRO gains are shown as ROAS not lead-to-sale conversion in a high-volume direct-response lending funnel (req-003). Several hard requirements are unproven, so passes_all_hard is false."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "Managed nearly $1M/month in paid media across Meta, TikTok, and Google; strengthened creative testing, improved budget efficiency, sustaining 5x ROAS; led paid social, paid search, influencer, TikTok GMV ads.",
"rationale": "Deep, specific paid growth expertise with real spend scale and multi-channel demand capture. Strong core function proof."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Local Businesses, Marketplaces, Media, Software & Tech; subindustries Apparel, Beauty, Footwear, Healthcare. Fortune 500+ apparel/beauty/health/food clients.",
"rationale": "No fintech, subprime lending, or credit-building product experience. HIPAA-regulated dermatology (EasyDerm) shows some regulated-account capability, but audience is DTC consumer/ecommerce, not US Hispanic subprime lending. No Spanish-market evidence."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "Restructuring targeting, creative, and tracking to keep regulated medical accounts approved; managing $1M/month; refined audience strategy and optimized cross-channel demand capture.",
"rationale": "Clearly a personal operator who builds, ships, and optimizes campaigns rather than delegating. Strong hands-on evidence."
},
"strategy_and_judgment": {
"score": 70,
"weight": 10,
"evidence": "Refined audience strategy, strengthened creator partnerships, optimized cross-channel demand capture; New brand launch, New product launch, Creative strategy/direction skills.",
"rationale": "Shows testing judgment and audience/creative strategy, but strategic evidence is DTC growth-oriented rather than full-funnel infrastructure or GTM planning for a lending product."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Klaviyo, Attentive (SMS), Facebook, Instagram, Google Analytics, A/B testing tools, Landing page tools (Instapage, Unbounce), Zapier.",
"rationale": "Strong overlap with the implied stack: Meta, Google, HubSpot/Salesforce CRM, email/SMS ESPs, landing/CRO tools. Missing programmatic/geofencing and WhatsApp platforms."
},
"measurement_optimization": {
"score": 78,
"weight": 6,
"evidence": "Disciplined testing driving efficient growth while sustaining 5x ROAS; A/B testing, Campaign optimization & attribution, Analytics and reporting, Email marketing analytics.",
"rationale": "Solid experimentation, attribution, and KPI-driven optimization, though framed around ROAS/ecommerce rather than CPL/CPA lead-conversion metrics."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "Status: active, has_availability: true; preferred_hourly_pay_rate: $60/hr; location Los Angeles, US.",
"rationale": "Active and available, US-based (compatible timezone), and $60/hr rate fits comfortably within the ~$12-15K/month envelope. US (not Spanish-market) location is a minor soft gap."
}
},
"final_score_rationale": "Biggest positive drivers: exceptional hands-on paid-media execution (~$1M/month, 5x ROAS), genuine operator profile, and strong tool overlap (Meta, Google, HubSpot/Salesforce, Klaviyo, Attentive, CRO tooling). Biggest penalties: no financial services / fintech / subprime lending experience, no evidence of a US GTM launch for a regulated credit product (req-005), no WhatsApp mass messaging or programmatic/geofencing, and no Spanish-language market experience. Her strength is DTC ecommerce growth, which does not fully transfer to a high-lead-volume subprime lending direct-response funnel, so passes_all_hard is false and the industry/hard-requirement dimensions are held down.",
"evidence_snippets": [
"Scaling $1M/month in paid media with disciplined testing, driving efficient growth while sustaining 5x ROAS.",
"Roxane led paid social, paid search, influencer marketing, and TikTok GMV ads for LolaVie.",
"repeatedly overcoming platform HIPAA-compliance flags — restructuring targeting, creative, and tracking to keep regulated medical accounts approved",
"tools: CRMs (Salesforce, HubSpot, etc), Klaviyo, Attentive (SMS), Landing page tools (Instapage, Unbounce)",
"skills: Lifecycle campaigns & strategy, SMS marketing, New product launch, A/B testing, Retargeting",
"Growth Marketer roles managing ~$1M/month paid media across Meta, TikTok, Google; skills include Lifecycle campaigns, New product launch, SMS marketing; tools HubSpot/Salesforce, Attentive, Klaviyo.",
"Managed nearly $1M/month in paid media across Meta, TikTok, and Google; strengthened creative testing, improved budget efficiency, sustaining 5x ROAS; led paid social, paid search, influencer, TikTok GMV ads.",
"Industries: Apps, Ecommerce, Local Businesses, Marketplaces, Media, Software & Tech; subindustries Apparel, Beauty, Footwear, Healthcare. Fortune 500+ apparel/beauty/health/food clients."
],
"three_rs": {
"reach": "Strong on Meta/Google paid acquisition and DTC consumer reach, but no evidence of US Hispanic/Spanish-language reach, WhatsApp mass messaging, or programmatic/geofencing expansion the role needs.",
"resonate": "Proven creative testing and audience strategy in DTC beauty/apparel; unproven for subprime-lending/credit-building messaging or regulated financial audience resonance.",
"react": "Solid conversion-oriented optimization (5x ROAS, A/B testing, attribution), but framed around ecommerce ROAS rather than the CPL/CPA lead-to-sale lending funnel and Credit Elevator GTM required here."
},
"match_reasons": [
{
"reason": "Hands-on growth operator managing ~$1M/month across Meta, TikTok, Google",
"evidence": "Scaling $1M/month in paid media with disciplined testing... sustaining 5x ROAS"
},
{
"reason": "Multi-channel paid execution including Meta and paid search",
"evidence": "led paid social, paid search, influencer marketing, and TikTok GMV ads"
},
{
"reason": "Email/SMS lifecycle and CRM tooling fit",
"evidence": "Klaviyo, Attentive (SMS), CRMs (Salesforce, HubSpot); Lifecycle campaigns & strategy, SMS marketing"
},
{
"reason": "Experience operating in a regulated ad environment",
"evidence": "overcoming platform HIPAA-compliance flags... to keep regulated medical accounts approved"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US go-to-market launch for a financial/credit product; experience is DTC ecommerce product scaling, not regulated lending GTM.",
"req-003 (CRO in high-lead-volume direct-response lending): Optimization evidence is ROAS-based ecommerce, not proven CPL/CPA lift or lead-to-sale conversion in a subprime lending funnel.",
"req-004 partial (WhatsApp): Meta FB/IG proven but no WhatsApp advertising or mass-messaging evidence.",
"req-010 (financial services/fintech/subprime): No fintech, lending, or credit-product background in profile."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "ro_at_roahmarketing_com",
"email": "ro@roahmarketing.com",
"name": "Ro Ahuja",
"score": 77,
"passes_all_hard": true,
"summary": "Ro is a hands-on full-funnel growth marketer with strong, recent, personally-executed proof across Meta and Google paid channels, CRO, and marketing infrastructure build-out. Work history shows direct execution: optimizing Meta lead-gen pipelines (50% CPL improvement), scaling Google Ads spend while maintaining CPA, restructuring analytics attribution, and completing a full HubSpot onboarding with customer-journey automations. These map tightly to Harmoney's need to build a scalable acquisition-to-conversion engine, run Meta, fix SEM, stand up CRM, and lift conversion in a high-lead-volume direct-response environment. Gaps: no fintech/subprime/lending industry experience, no clear SMS/WhatsApp mass-messaging or programmatic/geofencing proof, and no Spanish-language/US Hispanic market evidence. Passes all hard requirements, but weaker on several important channels and industry fit.",
"synthesis_quote": "Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%... Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "Growth Marketer role; 'Improved CPL cost efficiency by 50%'; 'Launched and optimized both Meta ads and Google Ads'; 'Full HubSpot onboarding complete with customer journey automations'",
"rationale": "Clears every HARD req: hands-on growth marketer (req-001), full-funnel/infra build incl HubSpot from scratch (req-002), CRO with real CPL/CPA lifts (req-003), Meta paid social (req-004), and GTM strategy+execution incl New product launch skill (req-005). Strong but not exceptional because the launches shown are local/service businesses, not a structured multi-loan credit product GTM."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled Google Ads Spend from $70K a month to $160K a month over 3 months while maintaining CPA Goals'; 'Improved CPL cost efficiency by 50%'; 'Launched new Google Ads campaigns on a $10K/month budget attaining a $35 CPA'",
"rationale": "Deep, concrete paid acquisition and CRO expertise with quantified outcomes across multiple accounts. Core growth function is well proven."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Local Businesses, Media, Services, Software & Tech; work at salons, dog grooming, landscaping, health therapy",
"rationale": "No financial services / fintech / subprime lending experience (req-010) and no Spanish-language / US Hispanic market evidence (req-011). Subindustry list includes Insurance but no lending/credit. Consumer B2C direct-response is somewhat relevant but industry fit is weak."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "'Plan, script, and develop creative for Meta Ads (UGC, Statics, Carousels)'; 'Build and manage creative pipeline for Meta Ads'; 'Restructured all web analytics to correctly track website traffic, conversion attribution, and phone call attribution'",
"rationale": "Clearly an operator who personally builds, scripts, ships, and optimizes—exactly the hands-on doer this role needs, not an advisor."
},
"strategy_and_judgment": {
"score": 75,
"weight": 10,
"evidence": "GTM - Strategy, GTM - Execution, New product launch skills; 'Optimized content strategy for top, mid and bottom funnel content'; '$75K in closed won deals and $955K in pipeline generated'",
"rationale": "Shows funnel diagnosis, messaging sprints, and full-funnel content strategy. Solid judgment though less evidence of large structured GTM planning for a regulated product."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Google Analytics, Search Ads 360, GTM, A/B testing tools, Landing page tools, Hotjar/FullStory",
"rationale": "Strong overlap with the implied stack: Meta, Google SEM, HubSpot CRM stand-up, email tools, analytics/CRO tooling. Missing explicit SMS/WhatsApp and programmatic/geofencing/DSP execution proof (has 'DSP Vetting' skill listed but no demonstrated work)."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'maintaining CPA Goals'; 'Improved YoY revenue by 25% and dropped marketing spend by 35% YoY'; 'Restructured all web analytics to correctly track... conversion attribution'; A/B testing, Testing framework, Report building and analysis",
"rationale": "Consistent KPI ownership, attribution fixes, and quantified performance iteration—directly relevant to the CPL/CPA and conversion-rate goals."
},
"availability_budget_fit": {
"score": 80,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; US-based (Nashua, NH); 'Probably half time // 20 hrs/wk'",
"rationale": "Active, available, US-based (AMER-friendly timezone for Miami), and a modest rate that fits comfortably within the ~$12-15K/month all-in band."
}
},
"final_score_rationale": "Biggest drivers: exceptional hands-on execution (personally builds/scripts creative, restructures analytics), quantified CRO and paid results (50% CPL improvement, $35 CPA, scaling Google spend while holding CPA), a completed HubSpot stand-up with journey automations, and strong tool/channel fit for Meta + Google + CRM. These satisfy all HARD requirements, so passes_all_hard is true. Biggest penalties: no financial services/fintech/subprime lending experience and no Spanish-language/US Hispanic market evidence (both weigh into industry_audience_relevance), plus no demonstrated SMS/WhatsApp mass-messaging or programmatic/geofencing execution (important channels). The Credit Elevator GTM would be a step up in regulatory and product complexity vs. the local/service-business launches shown.",
"evidence_snippets": [
"Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%",
"Scaled Google Ads Spend from $70K a month to $160K a month over 3 months while maintaining CPA Goals",
"Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement",
"Restructured all web analytics to correctly track website traffic, conversion attribution, and phone call attribution",
"Launched new Google Ads campaigns on a $10K/month budget attaining a $35 CPA",
"Plan, script, and develop creative for Meta Ads (UGC, Statics, Carousels & More)",
"Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%... Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement.",
"Growth Marketer role; 'Improved CPL cost efficiency by 50%'; 'Launched and optimized both Meta ads and Google Ads'; 'Full HubSpot onboarding complete with customer journey automations'"
],
"three_rs": {
"reach": "Proven multi-channel paid acquisition on Meta (FB/IG) and Google/Microsoft Ads at scale, but no demonstrated SMS/WhatsApp mass-messaging, programmatic/geofencing, or Spanish-language reach.",
"resonance": "Personally develops UGC/static/carousel creative and runs full-funnel content and messaging sprints, though no evidence of Hispanic-market or credit/lending messaging.",
"reaction": "Strong conversion focus: 50% CPL improvement, $35 CPA, CPA-held spend scaling, and full attribution restructuring—directly matches the 10-15% conversion lift and CPL/CPA reduction goals."
},
"match_reasons": [
"Hands-on growth marketer doing both strategy and execution: 'Launched and optimized both Meta ads and Google Ads' and 'Plan, script, and develop creative for Meta Ads'",
"Proven CRO/direct-response results: 'Improved CPL cost efficiency by 50%' and '$35 CPA'",
"Built marketing infrastructure from near-zero: 'Full HubSpot onboarding complete with customer journey automations'",
"Fixes underperforming paid search: multiple Paid Search Marketer roles and 'Scaled Google Ads Spend... while maintaining CPA Goals'",
"Tool fit for the implied stack: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, GTM"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "dlorango_at_gmail_com",
"email": "dlorango@gmail.com",
"name": "David Lorango",
"score": 59,
"passes_all_hard": false,
"summary": "David is a hands-on DTC/CPG growth marketer with strong, concrete execution across Meta, Google, TikTok, lifecycle (Klaviyo email/SMS), and CRO. He clearly satisfies the operator, full-funnel build, CRO, and Meta hard requirements with specific proof. However, his experience is almost entirely ecommerce/CPG B2C consumer products — there is no financial services, fintech, subprime lending, or credit-product go-to-market experience, and no evidence of Spanish-language/US Hispanic market work or WhatsApp mass messaging. The Credit Elevator US GTM (a compound multi-loan/credit product in a regulated subprime lead-gen environment) is a materially different lane from beverages, hair growth, and tickets, so req-005 and req-010 are weak-to-absent.",
"synthesis_quote": "Strong hands-on DTC growth operator across paid, lifecycle, and CRO — but zero financial services / subprime lending or Spanish-market evidence for the Credit Elevator launch.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 58,
"weight": 25,
"evidence": "'Developed and executed a new growth strategy focused on customer acquisition...' + 'Managed hands-on execution of Meta advertising campaigns' + 'Heat-mapping, funnel diagnostics, A/B tests' but no fintech/lending or credit-product GTM.",
"rationale": "Meets operator (req-001), full-funnel build (req-002), CRO (req-003), and Meta (req-004) hard reqs with concrete proof. Fails req-005 (Credit Elevator / regulated credit-product US GTM) — his GTM work is CPG/DTC, not a subprime lending launch. This drags the hard-fit score down materially."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Run ecommerce media growing and scaling DTC', 'Launched and managed Google Ads campaigns across Search, Shopping, and Performance Max', 'Strategy, segmentation, automations (welcome, cart, post-purchase) in Klaviyo'",
"rationale": "Deep, specific full-funnel growth expertise spanning paid media, lifecycle, and CRO — the core function of the role. Strong proof, though tuned to ecommerce direct-response rather than lending lead-gen."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "industries: 'Ecommerce, Local Businesses, Marketing Agencies, Media, Services'; subindustries: beverage, beauty, apparel, supplements — no financial services/fintech.",
"rationale": "No financial services, fintech, subprime lending, or credit-product experience (req-010) and no Spanish-language/US Hispanic audience evidence (req-011). B2C consumer motion is loosely relevant but the regulated lending context is absent."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "'Managed hands-on execution of Meta advertising campaigns across Facebook and Instagram', 'you wire, test, and optimise flows', 'Shopify dev on the Horizon theme'",
"rationale": "Clearly a personal operator who builds accounts, wires flows, edits creative, runs A/B tests, and ships dev — exactly the hands-on profile the role needs."
},
"strategy_and_judgment": {
"score": 78,
"weight": 10,
"evidence": "'Developed and executed the go-to-market strategy to position GLAS as a premium boxed water brand', 'Developed full GTM campaign for Aluminum Free launch... driving 400% lift compared to the control group'",
"rationale": "Solid GTM/strategy and testing judgment demonstrated with launch planning and control-group thinking, though within CPG rather than a lending product."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "tools: 'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'A/B testing tools (Optimizely, VWO)', 'Facebook, Instagram, TikTok, Google Analytics, Google Tag Manager, Segment'",
"rationale": "Strong overlap with role stack including HubSpot/Salesforce (req-009), Klaviyo email/SMS, Meta, Google. Missing WhatsApp mass messaging and explicit programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "'Own GA4 + server-side CAPI / TikTok Events setup for clean attribution', 'Oversaw marketing performance reporting, KPI tracking, budget allocation', 'CRO experiment that boosted CVR ≥ 20%'",
"rationale": "Strong measurement/attribution and CRO iteration proof directly aligned with the role's CPL/CPA/conversion-lift goals."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $75/hr', 'Alexandria, Virginia, US'",
"rationale": "Active, available, US-based (AMER timezone), and $75/hr rate fits comfortably within the ~$12-15K/month all-in range."
}
},
"final_score_rationale": "Biggest positive drivers: exceptional hands-on execution (90), strong functional expertise (82), and solid tool/measurement fit — David is a genuine full-funnel operator across Meta, Google, Klaviyo email/SMS, and CRO with quantified wins. Biggest penalties: industry/audience relevance is very low (30) because he has zero financial services/fintech/subprime lending experience and no Spanish-language/US Hispanic market evidence; hard_requirements_fit is capped at 58 because the Credit Elevator regulated credit-product US GTM (req-005) is not demonstrated and the fintech industry req-010 is absent. He also shows no WhatsApp mass messaging or explicit programmatic/geofencing platform work. Net: a strong DTC growth operator whose lane (CPG/ecommerce) only partially transfers to a subprime-lending lead-gen launch.",
"evidence_snippets": [
"'Managed hands-on execution of Meta advertising campaigns across Facebook and Instagram.'",
"'Strategy, segmentation, automations (welcome, cart, post-purchase) in Klaviyo.'",
"'Heat-mapping, funnel diagnostics, A/B tests (landing pages, checkout).'",
"'Developed full GTM campaign for Aluminum Free launch - including geotargeted campaigns - driving 400% lift compared to the control group'",
"industries: 'Ecommerce, Local Businesses, Marketing Agencies, Media, Services'",
"'CRMs (Salesforce, HubSpot, etc)'",
"Strong hands-on DTC growth operator across paid, lifecycle, and CRO — but zero financial services / subprime lending or Spanish-market evidence for the Credit Elevator launch.",
"'Developed and executed a new growth strategy focused on customer acquisition...' + 'Managed hands-on execution of Meta advertising campaigns' + 'Heat-mapping, funnel diagnostics, A/B tests' but no fintech/lending or credit-product GTM."
],
"three_rs": {
"reach": "Proven multi-channel paid reach across Meta, Google Search/PMAX, TikTok, and native; managed 6-7 figure/month ad spend (Scandinavian Biolabs EUR 800k/mo). No WhatsApp mass messaging or Spanish/Hispanic-audience reach shown.",
"resonance": "Strong creative-testing and lifecycle resonance (UGC, static/video, Klaviyo flows), but all in CPG/consumer brands — no messaging experience with subprime/credit-building audiences.",
"reaction": "Excellent conversion-side reaction proof: GA4/CAPI attribution, CRO A/B tests boosting CVR 20%+, KPI reporting on CAC/MER — directly relevant to the CPL/CPA/conversion-lift goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator across paid, lifecycle, and CRO",
"evidence": "'Developed and executed a new growth strategy focused on customer acquisition, retention, and scalable revenue growth'"
},
{
"reason": "Direct Meta paid social execution (req-004)",
"evidence": "'Managed and optimized Meta advertising campaigns across Facebook and Instagram, including creative strategy, audience targeting, testing, and scaling'"
},
{
"reason": "CRO expertise for conversion lift (req-003)",
"evidence": "'CRO experiment that boosted CVR ≥ 20% (before/after metrics)'"
},
{
"reason": "CRM/lifecycle tooling incl. HubSpot/Salesforce and Klaviyo email/SMS (req-006, req-009)",
"evidence": "'CRMs (Salesforce, HubSpot, etc)' and 'Core Klaviyo & SMS flows live by week 2'"
}
],
"hard_fail_reasons": [
"req-005 (US GTM for Credit Elevator): No evidence of launching a regulated credit/lending or financial product; all GTM experience is CPG/DTC (boxed water, beverages, retail). The compound multi-loan/credit-building product launch in a subprime context is not demonstrated.",
"req-010 context weakens hard fit: No financial services, fintech, or subprime lending background anywhere in the profile — industries are Ecommerce, Local Businesses, Media, Services only."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "g_at_u13n_com",
"email": "g@u13n.com",
"name": "Garrison Yang",
"score": 83,
"passes_all_hard": true,
"summary": "Garrison Yang is a hands-on, full-funnel growth marketer with deep performance-marketing execution across Meta, paid search, and lifecycle. He has scaled six-figure daily Facebook budgets (Calm $100-200K/day, Upstart $100K/day), owned funnel CRO (form-flow optimization, bounce/abandonment reduction), and delivered measurable conversion and CPL wins (SurveyMonkey -10% CPL, +150% leads). Critically for this role, he has direct subprime/fintech lending experience at Upstart, plus Robinhood Crypto fintech context, which maps closely to Harmoney's Credit Elevator credit-building product. He is an operator who personally builds funnels and journeys, satisfying all HARD requirements. Gaps: no explicit WhatsApp mass-messaging or geofencing evidence, and no Spanish-language/US Hispanic market experience, which is a preferred but highly relevant audience miss for a PR/Miami Spanish-market company.",
"synthesis_quote": "\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 84,
"weight": 25,
"evidence": "Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'",
"rationale": "Satisfies all five HARD reqs: hands-on strategy+execution, full-funnel build, CRO in a lending/lead-gen context, Meta scaling, and GTM (New product launch, GTM-Execution/Strategy skills). Slightly below exceptional because Credit Elevator-style compound-credit GTM and near-zero infra build are inferred rather than explicitly documented."
},
"functional_expertise": {
"score": 88,
"weight": 20,
"evidence": "'growth marketing for direct-to-consumer... managed advertising campaigns for over 10 advertisers, with collective annual spend exceeding $200 million'; skills include CRO - Website, CRO - Marketing channel, Landing page optimization, Lead generation, Scaling ad spend",
"rationale": "Deep, specific performance/growth expertise with repeated funnel CRO and lead-gen wins across multiple companies. Core function alignment is strong."
},
"industry_audience_relevance": {
"score": 72,
"weight": 12,
"evidence": "Upstart (lending platform, 'quality of credit applicants'), Robinhood Crypto (fintech); subindustries list 'Finance, FinTech, Insurance'",
"rationale": "Direct fintech/subprime-adjacent lending experience is highly relevant. Docked because there is no Spanish-language / US Hispanic / Puerto Rico market experience, which is a central audience for Harmoney."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... overseeing ad creative tests, designing user acquisition funnels'; 'executed enhancements to Upstart's form flow'",
"rationale": "Clearly an operator who personally builds funnels, runs creative tests, and optimizes forms. Some team-lead framing exists but execution dominates."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing'; 'setting context, establishing relevance, building affinity, and driving urgency'; Robinhood mix of short-term paid and long-term SEO/PLG",
"rationale": "Strong diagnostic and funnel-planning judgment with articulate frameworks; translates business goals into channel plans."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools: Facebook, Instagram, CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Search Ads 360, Doubleclick, ManyChat, Google Analytics/GTM, landing page tools",
"rationale": "Covers Meta, paid search, email, CRM (HubSpot/Salesforce), and CRO tooling directly implied by the role. ManyChat/WeChat hint at messaging, but no explicit WhatsApp mass-messaging or geofencing/DSP platform named."
},
"measurement_optimization": {
"score": 86,
"weight": 6,
"evidence": "'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'; 'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"rationale": "Concrete KPI ownership on CPL, conversion, and funnel metrics—directly matches the +10-15% conversion / lower CPL-CPA success signals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: onboarded, has_availability: true, preferred_hourly_pay_rate: $80/hr, location MONROE, Washington, US",
"rationale": "Available and onboarded; US-based (Pacific TZ, workable with Miami). Rate is reasonable within the ~$12-15K/month band, but budget not yet accepted so treated as soft."
}
},
"final_score_rationale": "The biggest score drivers are (1) direct subprime/fintech lending execution at Upstart including credit-applicant signal segmentation and form-flow CRO, which maps almost exactly to Harmoney's high-lead-volume credit product; (2) proven CPL and conversion wins (SurveyMonkey -10% CPL, +150% leads); and (3) deep hands-on Meta scaling at six-figure daily budgets. He clears all HARD requirements as a genuine full-funnel operator. Penalties: no explicit Spanish-language / US Hispanic / Puerto Rico market experience (central to this brief), and no direct WhatsApp mass-messaging or geofencing evidence, which held back the industry/audience and tool dimensions.",
"evidence_snippets": [
"'scaled Facebook advertising budget to $100,000 per day... signal segmentation which improved the quality of credit applicants' (Upstart)",
"'reduction in the net cost per lead by an estimated 10%... expanded the volume of leads generated by 150%' (SurveyMonkey)",
"'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... designing user acquisition funnels' (Calm)",
"'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing to stimulate growth' (Robinhood Crypto)",
"Tools: 'CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, ManyChat'",
"\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'"
],
"three_rs": {
"reach": "Strong multi-channel reach across Meta (FB/IG), paid search (Search Ads 360, Kenshoo), programmatic (Doubleclick), and lifecycle email—directly matches the role's channel expansion needs. Gaps: no explicit WhatsApp mass-messaging or geofencing experience.",
"resonance": "Articulates a clear conversion philosophy ('setting context, establishing relevance, building affinity, driving urgency') and creative testing at scale (Nike 16,000 products/32,000 videos). However, no Spanish-language/US Hispanic messaging experience for Harmoney's core audience.",
"results": "Consistent, quantified performance outcomes: -10% CPL and +150% leads at SurveyMonkey, 200% YoY growth at Calm, credit-applicant quality and bounce-rate improvements at Upstart—aligning with the +10-15% conversion and lower CPL/CPA goals."
},
"match_reasons": [
"Direct subprime lending / fintech experience at Upstart with credit-applicant funnel optimization: 'signal segmentation which improved the quality of credit applicants'",
"Proven CRO and CPL reduction in a lead-gen context: 'reduction in the net cost per lead by an estimated 10%... leads by 150%'",
"Hands-on Meta scaling at six-figure daily budgets: '$100,000 to $200,000' per day at Calm",
"Full-funnel operator with GTM and new-product-launch skills: 'GTM - Execution', 'New product launch', 'designing user acquisition funnels'",
"CRM/automation and lifecycle tooling on hand: 'CRMs (Salesforce, HubSpot)', 'Email tools (Mailchimp, Klaviyo)'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "kcharettejobs_at_gmail_com",
"email": "kcharettejobs@gmail.com",
"name": "Kevin Charette",
"score": 59,
"passes_all_hard": false,
"summary": "Kevin is a B2B SaaS/tech growth marketer with strong CRO, funnel-building, GTM, and paid-media tooling credentials. He is a genuine hands-on operator who personally manages ad spend across Meta, Google, and LinkedIn, and holds relevant skills like CRO, landing page optimization, new product launch, and marketing stack build-out. However, his experience is almost entirely B2B software (LinkedIn-heavy ABM, SaaS), with no evidence of subprime lending/fintech consumer lending, Spanish-language/US Hispanic audiences, WhatsApp mass messaging, SMS lifecycle, or programmatic/geofencing. Harmoney is a high-lead-volume, direct-response, Spanish-language consumer subprime lending business — a very different motion from Kevin's B2B track record. He satisfies some hard requirements (hands-on operator, CRO, funnel build, Meta) but lacks proven fit on the Credit Elevator consumer GTM and the direct-response consumer conversion context.",
"synthesis_quote": "Managing a 50k monthly budget across Linkedin, Facebook and Paid Search (Bing, Google)",
"weighted_scores": {
"hard_requirements_fit": {
"score": 55,
"weight": 25,
"evidence": "Skills: CRO, GTM - Execution, GTM - Strategy, New product launch, Landing page optimization; 'Managing a 50k monthly budget across Linkedin, Facebook and Paid Search'",
"rationale": "Meets hands-on operator (req-001), CRO (req-003), funnel/infrastructure (req-002), and Meta (req-004) at a plausible level, but all evidence is B2B SaaS. No evidence of leading a consumer subprime credit product GTM (req-005), so a core hard requirement is unproven."
},
"functional_expertise": {
"score": 72,
"weight": 20,
"evidence": "Skills: CRO, CRO - Website, CRO - Marketing channel, Landing page optimization, Cross-channel strategy, Lead generation, Analytics implementation",
"rationale": "Deep, specific growth/CRO skill set with strong tooling. Depth is real but framed for B2B lead-gen rather than high-volume direct-response consumer conversion."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "industries: Software & Tech; audiences: Businesses (B2B); subindustries: AI, FinTech, SaaS, Subscriptions",
"rationale": "Tagged FinTech but track record is B2B SaaS/tech, not consumer subprime lending. No Spanish-language/US Hispanic audience evidence. Audience motion (B2B) is a poor match for consumer subprime borrowers."
},
"hands_on_execution": {
"score": 80,
"weight": 15,
"evidence": "'Managing a 50k monthly budget across Linkedin, Facebook and Paid Search (Bing, Google)'; 'Managed ad spend across Meta, Google and Linkedin.'",
"rationale": "Clear personal execution across multiple paid platforms and multiple concurrent growth engagements — a true operator, not advisory-only."
},
"strategy_and_judgment": {
"score": 70,
"weight": 10,
"evidence": "Skills: GTM - Strategy, Cross-channel strategy, New product launch, Revenue responsibility",
"rationale": "Holds GTM strategy and revenue responsibility, indicating planning and prioritization ability, though evidenced in B2B contexts."
},
"tool_platform_fit": {
"score": 72,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), A/B testing (Optimizely, VWO), GA, GTM, Hotjar, Looker, Tableau",
"rationale": "Strong overlap with HubSpot/Salesforce stand-up, email tools, and analytics/CRO stack. Missing SMS/WhatsApp and programmatic/geofencing platforms explicitly needed."
},
"measurement_optimization": {
"score": 75,
"weight": 6,
"evidence": "Skills: Data analytics, Analytics implementation, SQL; Tools: Google Analytics, Looker, Tableau, Heap, session replay",
"rationale": "Robust measurement and experimentation toolkit supporting CPL/CPA and conversion optimization work."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $75/hr; status: active; has_availability: true",
"rationale": "Active with availability; $75/hr rate is comfortably within the ~$12-15K/month all-in budget envelope."
}
},
"final_score_rationale": "Biggest drivers: strong hands-on execution across Meta/Google/LinkedIn paid media, deep CRO and funnel/GTM skill set, and a well-matched analytics + CRM/email tooling stack. Biggest penalties: industry/audience mismatch — Kevin is a B2B SaaS/tech marketer with no demonstrated subprime lending/consumer-credit experience and no Spanish-language/US Hispanic market work, which are central to this role. He also lacks evidence of WhatsApp mass messaging, SMS lifecycle, and programmatic/geofencing, and shows no proof of leading a consumer product GTM like Credit Elevator (req-005). These gaps drag hard_requirements_fit and industry_audience_relevance down significantly.",
"evidence_snippets": [
"Managing a 50k monthly budget across Linkedin, Facebook and Paid Search (Bing, Google)",
"Managed ad spend across Meta, Google and Linkedin.",
"Skills: CRO, CRO - Website, Landing page optimization, GTM - Execution, GTM - Strategy, New product launch",
"industries: Software & Tech; audiences: Businesses (B2B)",
"Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), A/B testing (Optimizely, VWO)",
"Skills: CRO, GTM - Execution, GTM - Strategy, New product launch, Landing page optimization; 'Managing a 50k monthly budget across Linkedin, Facebook and Paid Search'",
"Skills: CRO, CRO - Website, CRO - Marketing channel, Landing page optimization, Cross-channel strategy, Lead generation, Analytics implementation",
"industries: Software & Tech; audiences: Businesses (B2B); subindustries: AI, FinTech, SaaS, Subscriptions"
],
"three_rs": {
"reach": "Experienced across Meta, Google/Bing paid search, and LinkedIn for B2B; no evidence of SMS, WhatsApp mass messaging, programmatic, or geofencing needed here.",
"resonance": "Strong CRO, landing page, and messaging optimization for B2B SaaS audiences; no proof of resonance with Spanish-language / US Hispanic subprime consumer borrowers.",
"relevance": "Growth/CRO/GTM function is highly relevant, but the B2B software industry and audience context is a weak match for a direct-response consumer subprime lending brand."
},
"match_reasons": [
{
"reason": "Hands-on operator personally managing multi-channel paid budgets",
"evidence": "Managing a 50k monthly budget across Linkedin, Facebook and Paid Search (Bing, Google)"
},
{
"reason": "Strong CRO and funnel-building skill set relevant to conversion lift goals",
"evidence": "Skills: CRO, CRO - Website, Landing page optimization"
},
{
"reason": "Relevant CRM/automation and analytics tooling for infrastructure stand-up",
"evidence": "Tools: CRMs (Salesforce, HubSpot), Google Analytics, Looker, GTM"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a consumer subprime/credit product go-to-market; all launch/GTM experience is B2B SaaS, so this hard requirement is unproven.",
"req-004 (Meta incl. WhatsApp): Runs Meta/Facebook ads but shows no WhatsApp messaging experience, a specified primary channel component.",
"req-010 context weakens req fit: No demonstrated subprime lending/fintech consumer lending or Spanish-language market experience, undermining confidence he can execute this direct-response consumer motion."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "cynthia_hutchens_at_gmail_com",
"email": "cynthia.hutchens@gmail.com",
"name": "Cynthia Caridad",
"score": 47,
"passes_all_hard": false,
"summary": "Cynthia is a seasoned email/CRM/lifecycle marketer with 10+ years building lifecycle programs from scratch and strong SMS, deliverability, segmentation, and marketing automation chops. However, this Growth Marketer role requires a full-funnel operator across Meta paid social, paid search, programmatic/geofencing, plus CRO in a direct-response subprime lending context and a US GTM launch. Her profile shows essentially no paid acquisition (Meta ads, SEM), no programmatic/geofencing, no CRO in a paid direct-response funnel, and no financial services/subprime experience. She is a lifecycle/retention specialist, not a paid-acquisition growth operator, so multiple HARD requirements fail.",
"synthesis_quote": "Senior marketing leader with over 10 years of experience in email, CRM and lifecycle marketing, specializing in driving retention for fast paced startups and consumer brands.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 30,
"weight": 25,
"evidence": "'specializing in driving retention'; skills list is email/CRM/lifecycle only — no Meta ads, paid search, programmatic, or CRO in a paid funnel",
"rationale": "Meets lifecycle/SMS/CRM stand-up partially, but fails Meta paid social, US GTM launch, and paid-funnel CRO hard requirements. Retention/lifecycle strength does not transfer to paid acquisition growth."
},
"functional_expertise": {
"score": 40,
"weight": 20,
"evidence": "'Built the lifecycle program from the ground up driving over $2MM in annual revenue by launching full-funnel email marketing and SMS programs'",
"rationale": "Deep functional expertise, but in email/lifecycle — a different lane from the paid multi-channel growth function this role centers on."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Marketplaces, Software & Tech; healthcare (Rx Saver), insurance (The Zebra), travel (RVshare)",
"rationale": "Consumer B2C and marketplace experience is somewhat relevant, but no financial services/subprime lending and no Spanish-language/Hispanic market experience shown."
},
"hands_on_execution": {
"score": 75,
"weight": 15,
"evidence": "'Built and designed a comprehensive lifecycle marketing program from scratch'; template dev HTML/CSS, deliverability, segmentation",
"rationale": "Clearly a hands-on operator who builds and ships — but the execution is in email/SMS lifecycle, not paid acquisition or CRO landing-page work."
},
"strategy_and_judgment": {
"score": 60,
"weight": 10,
"evidence": "'Identified critical audience pain points through customer journey mapping, which resulted in a 54% increase in key business metrics'; 'Accelerated go-to-market from months to weeks'",
"rationale": "Solid strategic judgment and journey mapping, though scoped to lifecycle/CRM rather than full-funnel paid growth strategy."
},
"tool_platform_fit": {
"score": 45,
"weight": 8,
"evidence": "Tools: Braze, Iterable, Marketo, Salesforce, Pardot, Segment, Zapier, Google Analytics",
"rationale": "Strong CRM/ESP/automation stack (relevant to CRM stand-up) but no Meta Ads Manager, Google Ads, or programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 65,
"weight": 6,
"evidence": "'Established key performance indicators (KPIs) to assess campaign effectiveness'; 'increased email deliverability rates from 93% to 99%' and A/B testing",
"rationale": "Good KPI ownership, A/B testing, and deliverability optimization — but not CPL/CPA/paid-funnel CRO measurement this role requires."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "'has_availability: true'; '$65/hr'; location Austin, Texas (US timezone)",
"rationale": "Active and available at a modest rate within US timezones; reasonable engagement fit though rate/scope not confirmed against ~$13K/mo."
}
},
"final_score_rationale": "The dominant penalty is hard_requirements_fit: the role is a paid-acquisition, full-funnel growth marketer (Meta ads, paid search, programmatic/geofencing, direct-response CRO, US GTM launch) and Cynthia's profile shows none of the paid acquisition channels, no CRO in a paid direct-response funnel, and no US go-to-market launch of a product. She is a lifecycle/retention/email specialist. Her strengths (SMS, CRM/automation stand-up, lifecycle journeys, deliverability) partially satisfy IMPORTANT reqs (email/SMS lifecycle, CRM stand-up) and boost hands-on execution, but per instructions, strong evidence in a different marketing lane is not transferred to unrelated requirements. No fintech/subprime or Spanish-language experience further lowers industry relevance. Net result is a below-passing score with multiple HARD failures.",
"evidence_snippets": [
"Senior marketing leader with over 10 years of experience in email, CRM and lifecycle marketing, specializing in driving retention",
"Built the lifecycle program from the ground up driving over $2MM in annual revenue by launching full-funnel email marketing and SMS programs",
"Emphasis on email, mobile push, in-app messaging, and SMS campaigns",
"instrumental in the transition of their Email Service Provider from Salesforce Marketing Cloud to Braze",
"increased email deliverability rates from 93% to 99% and improved open rates from 12% to 18%",
"Skills: Braze, Iterable, Marketo, Hightouch, Segment, Amplitude, Salesforce, Zapier, Google Analytics",
"Senior marketing leader with over 10 years of experience in email, CRM and lifecycle marketing, specializing in driving retention for fast paced startups and consumer brands.",
"'specializing in driving retention'; skills list is email/CRM/lifecycle only — no Meta ads, paid search, programmatic, or CRO in a paid funnel"
],
"three_rs": {
"reach": "Strength in owned/lifecycle reach (email, SMS, push, in-app) to millions of subscribers, but no paid reach via Meta, Google SEM, or programmatic/geofencing as this role requires.",
"resonance": "Strong at journey mapping, segmentation, and dynamic content resonance in lifecycle messaging; unproven in Spanish-language/US Hispanic subprime audiences.",
"reaction": "Good KPI/A-B/deliverability optimization on owned channels, but no evidence of CPL/CPA reduction or paid-funnel conversion-rate lift in a direct-response acquisition context."
},
"match_reasons": [
{
"reason": "Hands-on lifecycle builder who stands up programs from scratch",
"evidence": "Built and designed a comprehensive lifecycle marketing program from scratch"
},
{
"reason": "Email + SMS execution experience relevant to IMPORTANT lifecycle req-006",
"evidence": "launching full-funnel email marketing and SMS programs"
},
{
"reason": "CRM/marketing automation platform stand-up and migration (req-009)",
"evidence": "transition of their Email Service Provider from Salesforce Marketing Cloud to Braze"
}
],
"hard_fail_reasons": [
"req-004 Meta paid social: No evidence of running or scaling Facebook/Instagram/WhatsApp ads anywhere in the profile; skills and tools are email/CRM/lifecycle only.",
"req-003 CRO in high-lead-volume direct-response: No evidence of paid-funnel conversion rate optimization, CPL/CPA reduction, or landing-page/direct-response CRO; optimization work is limited to email deliverability/open rates.",
"req-005 US go-to-market launch for a product: No evidence of leading a product GTM launch; 'accelerated go-to-market' refers to campaign deployment speed, not a product market launch.",
"req-001 full-funnel growth operator: Profile is a lifecycle/retention specialist, not a full-funnel paid growth marketer who owns acquisition across channels.",
"req-002 full-funnel infra partially met for lifecycle but not for paid acquisition funnels/channels."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "raquel_at_raquelbowles_com",
"email": "raquel@raquelbowles.com",
"name": "Raquel Bowles",
"score": 59,
"passes_all_hard": false,
"summary": "Raquel is a hands-on full-funnel growth marketer with strong evidence of building funnels, CRM build-outs, email lifecycle flows, landing page optimization, and Meta/Google paid acquisition across many SMB and franchise clients. She personally executes (not just directs), which fits the operator requirement well, and shows real CRO/conversion metrics (CTR, CVR, CPC, ROAS, CPL reductions). However, she has no financial services / fintech / subprime lending experience, no evidence of WhatsApp mass-messaging or programmatic/geofencing at scale, and no Spanish-language / US Hispanic market experience. Her track record is largely single-location or small-scale (250-300 members, a handful of franchise stores) rather than a high-volume 3,000-leads/month direct-response environment. She meets the operator, funnel-build, CRO, and Meta hard requirements but misses on the Credit Elevator-style regulated-lending GTM context and key channel gaps.",
"synthesis_quote": "I connect positioning, demand generation, funnel architecture, CRM, and campaigns into one system that captures, nurtures, and converts.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "\"built full funnel systems, drove 17% CTR, 9% CVR, $0.24 CPC\"; \"CRM Build-Outs & Database Integration\"; \"cut CPL 60%\"; but no fintech/subprime and thin on WhatsApp mass/programmatic",
"rationale": "Satisfies operator (req-001), full-funnel build from zero (req-002), CRO (req-003), and Meta (req-004) with concrete proof. But the Credit Elevator US GTM (req-005) is generic product-launch experience with no lending/regulated context, and multiple channels (WhatsApp mass, programmatic/geofencing) and fintech industry fit are absent. Cannot pass all hard requirements."
},
"functional_expertise": {
"score": 78,
"weight": 20,
"evidence": "\"building full revenue systems from positioning through conversion and retention\"; \"Developed multiple tailored email funnels... Welcome, Lead Nurturing, Retention\"; \"Landing Page Optimization\"",
"rationale": "Deep, specific full-funnel growth and lifecycle build-out expertise across many clients, personally executed. Strong core growth-marketer competency, though scale is modest."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: \"Apps, Ecommerce, Local Businesses, Marketing Agencies, Marketplaces, Media, Services, Software & Tech\"; clients in fitness, food, legal, hospitality, packaging",
"rationale": "No financial services / fintech / subprime lending experience, no Spanish-language / US Hispanic market experience. B2C consumer acquisition experience is relevant but the regulated credit-building product context is absent."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "\"I oversaw the execution of all marketing programs\"; \"Optimized website into a sales funnel\"; \"authored an e-book\"; \"built eight Google Analytics accounts\"",
"rationale": "Clear operator who personally builds funnels, writes content, sets up analytics, and runs campaigns. Strong fit for a hands-on role."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "\"Defined five distinct personas\"; \"identified six key channels\"; \"crafting and implementing a comprehensive marketing plan\"",
"rationale": "Consistent evidence of diagnosis, persona work, channel prioritization, and translating goals into plans across multiple engagements."
},
"tool_platform_fit": {
"score": 72,
"weight": 8,
"evidence": "Tools: \"CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Google Analytics, Google Tag Manager, A/B testing, Session replay\"; \"integrate with existing HubSpot programs\"",
"rationale": "Strong overlap with implied stack (HubSpot/Salesforce CRM, Meta, Google, email tools, CRO tools). Missing SMS/WhatsApp mass platforms and programmatic/geofencing DSPs."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "\"drove 17% CTR, 9% CVR, $0.24 CPC\"; \"cut CPL 60%\"; \"ROAS 4:1\"; \"closely monitored key performance metrics\"",
"rationale": "Solid track record of KPI ownership, measurable conversion and cost improvements, and performance iteration."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "\"preferred_hourly_pay_rate: $100/hr\"; \"status: active\"; \"has_availability: true\"; US-based (California)",
"rationale": "Active and available; $100/hr rate is plausibly within the ~$12-15K/month all-in band. US timezone works for a Miami-based team, though not in Eastern/Spanish market."
}
},
"final_score_rationale": "Biggest positive drivers: strong hands-on execution (85), solid functional full-funnel/lifecycle expertise (78), and good strategy/judgment and measurement scores backed by concrete metrics (CTR, CVR, CPC, CPL 60% cut, ROAS 4:1) and CRM build-out experience. Biggest penalties: industry_audience_relevance (30) due to zero financial services/fintech/subprime lending and zero Spanish-language/Hispanic-market experience; hard_requirements_fit capped at 62 because WhatsApp mass-messaging and programmatic/geofencing at scale are unproven, the Credit Elevator GTM would be generic product-launch rather than regulated-lending, and her demonstrated scale (single-location/franchise, ~250-300 members) is well below the 3,000-leads/month direct-response engine required. She meets the operator, funnel-build, CRO, and Meta hard requirements but fails several important channel and industry requirements, so passes_all_hard is false.",
"evidence_snippets": [
"I connect positioning, demand generation, funnel architecture, CRM, and campaigns into one system that captures, nurtures, and converts.",
"Drove $50M+ revenue, grew pipeline 30-80% in 90 days, cut CPL 60%, and built scalable systems",
"built full funnel systems, drove 17% CTR, 9% CVR, $0.24 CPC, and Top 10 national rankings",
"Developed multiple tailored email funnels... Welcome Funnel... Lead Nurturing Funnel... Retention Funnel",
"must seamlessly integrate with existing HubSpot programs",
"achieved five full lease conversions within 30 days... ROAS of 4:1",
"\"built full funnel systems, drove 17% CTR, 9% CVR, $0.24 CPC\"; \"CRM Build-Outs & Database Integration\"; \"cut CPL 60%\"; but no fintech/subprime and thin on WhatsApp mass/programmatic",
"\"building full revenue systems from positioning through conversion and retention\"; \"Developed multiple tailored email funnels... Welcome, Lead Nurturing, Retention\"; \"Landing Page Optimization\""
],
"three_rs": {
"recommend": "Consider with reservations",
"reason": "Strong hands-on full-funnel operator with genuine CRO and CRM build-out proof, but lacks fintech/subprime lending, Spanish-language market, WhatsApp mass, and programmatic/geofencing experience and has not operated at 3,000-leads/month scale.",
"risk": "May struggle with the regulated credit product GTM, high-volume direct-response scale, and the specific SMS/WhatsApp/programmatic channels central to this brief; no Hispanic-market fluency."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel builder who personally executes",
"evidence": "building full revenue systems from positioning through conversion and retention"
},
{
"reason": "Proven CRO and conversion metrics",
"evidence": "drove 17% CTR, 9% CVR, $0.24 CPC; cut CPL 60%; ROAS 4:1"
},
{
"reason": "CRM/marketing automation stand-up experience",
"evidence": "CRM Build-Outs & Database Integration; integrate with existing HubSpot programs"
},
{
"reason": "Lifecycle email funnel construction",
"evidence": "Welcome Funnel, Lead Nurturing Funnel, Retention Funnel with segmentation and triggers"
}
],
"hard_fail_reasons": [
"req-005 (US GTM for Credit Elevator): Only generic product/brand launch experience (fitness, food, packaging, hospitality); no regulated lending/credit-product go-to-market evidence.",
"req-004 partial / channel gap: Meta (Facebook/Instagram) covered, but no evidence of WhatsApp mass-messaging or scaled programmatic/geofencing, which the brief treats as core expansion channels.",
"req-010 (financial services/fintech/subprime): No fintech, lending, credit, or subprime experience anywhere in the profile.",
"Scale mismatch: Track record is single-location/franchise and ~250-300 member goals, not a ~3,000-leads/month high-volume direct-response conversion engine."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "barri_at_risemarketing_uk",
"email": "barri@risemarketing.uk",
"name": "Barri Coen",
"score": 59,
"passes_all_hard": false,
"summary": "Barri is a genuine hands-on full-funnel growth operator with 20+ years across B2C startups, strong CRO, funnel-building, multi-channel expansion and measurable CPA/conversion results. He satisfies the operator, full-funnel-build, CRO, and Meta hard requirements convincingly. However, he has no evidence of financial services / fintech / subprime lending experience, no Spanish-language / US Hispanic market experience, and no experience with the specific WhatsApp mass-messaging, SMS, programmatic/geofencing channels or a US GTM launch for a credit product. The Credit Elevator US GTM launch (a HARD requirement) is a compound regulated financial product for a Spanish-language audience — a domain gap he does not close. He passes most HARD skill/channel requirements but the credit-product GTM requirement is only weakly supported.",
"synthesis_quote": "More than 20 years of experience in devising and executing measurable marketing growth strategies... performance marketing, social media, SEO, content marketing, email/CRM... user acquisition, retention, and lifecycle marketing across multiple channels.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "'strategic and tactical, hands-on marketing support'; CRO; GTM - Strategy/Execution; 'Google Ads, Social Ads (Facebook, Instagram, Reddit)'; reduced CPA from $40 to $15",
"rationale": "Clears the operator, full-funnel build, CRO and Meta requirements with strong proof. But the US GTM launch is specifically for a subprime credit product to a Spanish-language market, and there is no evidence of financial/credit product launches, WhatsApp mass messaging, SMS, or programmatic/geofencing at scale. The Credit Elevator GTM HARD requirement is only weakly covered, so this score is capped."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'CRO', 'Landing page optimization', 'Testing framework', 'Lead generation'; 'SEO emerged as leading sales channel... 55% of total sales'; 'CRO and refined targeting... 60% in revenue and 200% increase in new applications'",
"rationale": "Deep, specific growth marketing expertise with concrete CRO, funnel, and multi-channel acquisition results across several companies. Strong core-function proof."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: 'Apps, Ecommerce, Marketplaces, Services'; audiences 'Consumers (B2C)'; no fintech/lending or Spanish-language market",
"rationale": "B2C growth is relevant, but there is no financial services / fintech / subprime lending experience and no Spanish-language / US Hispanic market experience, both of which are highly relevant to this brief. Significant relevance gap."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "'hands-on marketing support to startups and SMEs'; 'establishing and expanding the marketing function for StreamLocator'; 'launch of a new B2B website and integrated multiple acquisition channels'",
"rationale": "Clearly a personal operator who builds and ships across channels from near-zero, not a director-only profile. Strong match to the hands-on requirement."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'comprehensive omnichannel marketing forecast and growth roadmap'; 'strategic emphasis... to diminish the long-term dependency on paid advertising'",
"rationale": "Shows diagnosis, channel prioritization, and translating goals into practical roadmaps and sustainable channel mixes."
},
"tool_platform_fit": {
"score": 72,
"weight": 8,
"evidence": "Tools: 'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'Facebook', 'Instagram', 'Google Analytics', 'A/B testing tools', 'Segment'",
"rationale": "Strong overlap with CRM stand-up, Meta, email, GA and testing tools. Missing WhatsApp mass-messaging, SMS platforms, and programmatic/geofencing DSPs that the role explicitly wants."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'reduction in the Cost Per Acquisition from $40 to around $15'; 'lowering in CAC of 50%'; 'Analytics implementation', 'Google Tag Manager implementation'",
"rationale": "Excellent, quantified CPA/CAC and conversion improvements plus analytics implementation depth — directly aligned with the CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "'location: London, GB'; 'preferred_hourly_pay_rate: $75/hr'; 'status: active; has_availability: true'",
"rationale": "Available and rate is workable, but London timezone is a modest mismatch for a Miami/PR US-launch team needing fast, hands-on collaboration with the CEO."
}
},
"final_score_rationale": "Biggest positive drivers: strong hands-on execution (85), deep growth/CRO functional expertise (82), and quantified measurement/optimization results (CPA $40→$15, CAC -50%). These map directly to the CRO, funnel-build, and conversion goals of the role. Biggest penalties: no financial services / fintech / subprime lending experience and no Spanish-language / US Hispanic market experience (industry_audience_relevance 30), plus missing WhatsApp mass messaging, SMS, and programmatic/geofencing channels. The Credit Elevator US GTM launch — a HARD requirement — is a regulated credit product for a Spanish-language audience that he has not demonstrably launched, so passes_all_hard is false and hard_requirements_fit is capped at 62.",
"evidence_snippets": [
"More than 20 years of experience in devising and executing measurable marketing growth strategies and campaigns for a variety of B2C companies",
"reduction in the Cost Per Acquisition from $40 to around $15",
"CRO and refined targeting on outbound channels has resulted in YoY increases of 60% in revenue and a 200% increase in new applications",
"spearheaded the launch of a new B2B website and integrated multiple acquisition channels, such as Social Ads, Search PPC, SEO, Content Marketing",
"Industries: Apps, Ecommerce, Marketplaces, Services",
"tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc), Facebook, Instagram",
"More than 20 years of experience in devising and executing measurable marketing growth strategies... performance marketing, social media, SEO, content marketing, email/CRM... user acquisition, retention, and lifecycle marketing across multiple channels.",
"'strategic and tactical, hands-on marketing support'; CRO; GTM - Strategy/Execution; 'Google Ads, Social Ads (Facebook, Instagram, Reddit)'; reduced CPA from $40 to $15"
],
"three_rs": {
"recommend": "Consider with reservations — a strong general growth operator but with material domain gaps for this specific fintech/subprime, Spanish-language role.",
"risk": "No financial services/subprime lending or Spanish-language market experience; unproven on WhatsApp mass messaging, SMS, programmatic/geofencing, and a regulated credit-product US GTM launch. London timezone vs Miami/PR team.",
"reward": "Proven hands-on full-funnel builder with quantified CRO and CPA/CAC wins and experience standing up marketing functions from near-zero — directly relevant to the conversion and infrastructure goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator who builds marketing functions from near-zero",
"evidence": "establishing and expanding the marketing function for StreamLocator"
},
{
"reason": "Strong CRO and conversion/cost optimization track record",
"evidence": "reduction in the Cost Per Acquisition from $40 to around $15"
},
{
"reason": "Multi-channel acquisition including Meta",
"evidence": "Google Ads, Social Ads (Facebook, Instagram, Reddit), Display Advertising"
},
{
"reason": "CRM/email lifecycle and analytics tooling fit",
"evidence": "CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc), Segment"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of launching a regulated financial/credit product or a US mainland go-to-market for a subprime lending product; prior launches are ecommerce/marketplace/events, not comparable.",
"req-010 (financial services/subprime lending, IMPORTANT): No fintech, lending, or credit-building experience anywhere in the profile.",
"req-004 partial risk (Meta incl. WhatsApp): Facebook/Instagram experience present, but no WhatsApp advertising/mass-messaging evidence, which is a named part of the current primary channel."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "annabellewilson_info_at_gmail_com",
"email": "annabellewilson.info@gmail.com",
"name": "Annabelle Wilson",
"score": 80,
"passes_all_hard": true,
"summary": "Annabelle Wilson is a full-funnel growth and lifecycle marketer with ~two decades of experience and a strong, directly-relevant background in financial services (Ritchie Bros. Financial Services: $1B+ pre-approvals, 20K+ web applications, marketing automation journeys). She blends strategy with hands-on execution across Meta ads, email/lifecycle automation, landing pages, SEO, and CRO, and has stood up CRM/marketing automation (HubSpot, Salesforce Pardot, Dotmailer). She satisfies all HARD requirements at a plausible-to-strong level. Gaps that hold back her score: no explicit evidence of WhatsApp mass messaging, SMS, programmatic/geofencing, or Spanish-language/US Hispanic market experience — all of which are central to this specific brief. Her financial-services lifecycle/CRO depth is her strongest asset for this role.",
"synthesis_quote": "What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"weighted_scores": {
"hard_requirements_fit": {
"score": 78,
"weight": 25,
"evidence": "'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'",
"rationale": "Meets all five HARD requirements: hands-on strategy+execution operator, full-funnel/infra build (automation journeys, customer journeys, landing pages), CRO (32% lead lift, 50% CPC reduction), Meta ads (Facebook/Instagram in tools, form ads execution), and GTM launch (GTM-Strategy/Execution skills, product launches at Ritchie Bros/O2E/Hootsuite). Evidence is concrete though WhatsApp-specific Meta and a financial-product US GTM launch are inferred rather than proven verbatim."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Growth & Lifecycle Marketing expert specializing in... lead generation, SEO, performance marketing, and marketing automation'; 'launched automated acquisition, retention, and win-back journeys that generated 20K+ web applications, $72M in financing'",
"rationale": "Deep, specific growth/lifecycle expertise across acquisition, retention, and conversion. Strong lead-gen and automation depth directly aligns with the funnel-building core of the role."
},
"industry_audience_relevance": {
"score": 83,
"weight": 12,
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services'; 'generating $1B+ in financial pre-approvals'; 'B2B companies in finance'; '20k+ web applications, resulting in $72M in financing'",
"rationale": "Direct financial-services lending/financing experience is highly relevant to Harmoney's non-traditional lending/credit product. Gap: no Spanish-language / US Hispanic / subprime-specific audience evidence."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'Crafting the creative, content and targeting'; 'Managed the creation & optimization of campaign-specific landing pages using Unbounce & WordPress'; 'Built, executed, and reported on 20+ automated email journeys using Dotmailer'",
"rationale": "Clear personal execution across ad creative, landing pages, and email flows. Solo consultant model ('No need for multiple contractors') reinforces true operator profile."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'align marketing strategy with revenue goals'; 'translated performance data into actionable recommendations, presenting weekly insights to senior leadership'; 'Led the strategic plan and customer experience, driving over $1B in financial pre-approvals'",
"rationale": "Demonstrates diagnosis, prioritization, and business-goal translation, including executive-level strategic planning and GTM strategy."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'leading Salesforce Pardot adoption'; 'A/B testing tools (Optimizely, VWO); Session replay tools (Hotjar, FullStory)'",
"rationale": "Strong fit for CRM stand-up (HubSpot/Salesforce/Pardot), email (Mailchimp/Klaviyo/Dotmailer), CRO tooling, and Meta. Missing SMS/WhatsApp/programmatic/geofencing tools explicitly named in the brief."
},
"measurement_optimization": {
"score": 83,
"weight": 6,
"evidence": "'reducing Facebook CPC by 50%'; 'monitored CPC, CTR, conversion rates, and engagement'; '46% open rate... 27% increase in candidate engagement'; 'data-driven testing, optimization'",
"rationale": "Consistent KPI ownership, A/B testing, and iterative optimization with quantified performance gains directly matching CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $90/hr; location: Vancouver, British Columbia, CA",
"rationale": "Active and available. $90/hr is reasonable within the ~$12-15K/month envelope. AMER-timezone-aligned (Pacific) works for Miami-based US team, though not the same timezone; soft preference only."
}
},
"final_score_rationale": "Score is driven up by directly-relevant financial-services lifecycle/CRO experience ($1B+ pre-approvals, $72M financing, 20K+ web applications, 20% YOY growth), a true strategy+execution operator profile, and strong measurement/optimization proof (50% CPC reduction, 32% lead lift). She satisfies all HARD requirements at plausible-to-strong levels, so passes_all_hard is true. Score is held back because several IMPORTANT/PREFERRED channels central to THIS brief are absent from the profile: no WhatsApp mass messaging, no SMS, no programmatic/geofencing, and no Spanish-language / US Hispanic market experience — a notable gap given the Puerto Rico/Miami/Telemundo audience. Her strong SEO/content lane is only partially transferable since the role emphasizes paid, lifecycle, and multi-channel expansion over organic content.",
"evidence_snippets": [
"Using Meta form ads I generated $54k in potential projects from an $800 budget in month 1. Crafting the creative, content and targeting",
"Designed and implemented new marketing automation journeys contributing to 20% YOY growth, generating $6.6M in revenue",
"Generated 20k+ web applications, resulting in $72M in financing and $6.5M in revenue",
"Audience segmentation including developing a new female persona, building conversion pages, reducing Facebook CPC by 50%",
"Built, executed, and reported on 20+ automated email journeys using Dotmailer, driving a 30% lift in usage",
"leading Salesforce Pardot adoption",
"What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'"
],
"three_rs": {
"reach": "Meta ads (Facebook/Instagram) and paid media execution proven; enterprise budget management ($500K at Hootsuite, $150K+ at reVISION). No evidence of WhatsApp mass messaging, SMS, or programmatic/geofencing, which are explicit expansion channels in this brief.",
"resonate": "Strong lifecycle/journey and audience-segmentation work (personas, win-back journeys, 46% open rates) plus financial-services messaging. Gap: no Spanish-language / US Hispanic creative resonance for Harmoney's core audience.",
"react": "Robust CRO and conversion track record (32% lead lift, 50% CPC reduction, 87% qualified-lead lift, 20K+ applications) directly supports the 10-15% conversion goal and CPL/CPA reduction."
},
"match_reasons": [
{
"reason": "Direct financial-services growth marketing at scale",
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services... generating $1B+ in financial pre-approvals'"
},
{
"reason": "Full-funnel operator combining strategy and hands-on execution",
"evidence": "'No need for multiple contractors, I handle strategy, execution, and results'"
},
{
"reason": "Proven CRO and conversion optimization",
"evidence": "'Increased overall conversions (leads) by 32%' and 'reducing Facebook CPC by 50%'"
},
{
"reason": "Marketing automation / CRM stand-up capability",
"evidence": "'leading Salesforce Pardot adoption' and CRMs (Salesforce, HubSpot)"
},
{
"reason": "Meta paid social execution",
"evidence": "'Using Meta form ads I generated $54k in potential projects from an $800 budget'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "baldev_asnanie_at_gmail_com",
"email": "baldev.asnanie@gmail.com",
"name": "Baldev Asnanie",
"score": 59,
"passes_all_hard": false,
"summary": "Baldev is a seasoned, hands-on paid media operator (12 years) with deep Google/Meta/programmatic execution, strong CRO/A/B testing, and lean-team scaling experience—including a -54% CAC improvement and 25% landing-page conversion lifts. He is genuinely an owner-operator across strategy, execution, and reporting, which satisfies the hands-on and CRO requirements well. However, the profile is fundamentally a paid-acquisition specialist rather than a full-funnel growth marketer: there is no evidence of building CRM/lifecycle infrastructure from zero, no email/SMS/WhatsApp lifecycle programs, no structured product go-to-market launch leadership, and no financial services / subprime lending or Spanish-language/Hispanic market experience. Several HARD requirements (full-funnel infrastructure build from near-zero, US GTM launch for Credit Elevator) are only weakly supported, so he does not pass all hard requirements.",
"synthesis_quote": "12 years driving paid growth for startups and small teams... hands-on owner-operator across strategy, execution, and reporting.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 55,
"weight": 25,
"evidence": "hands-on owner-operator across strategy, execution, and reporting; Improved CAC by -54% YoY; Meta Ads end-to-end",
"rationale": "Strong on hands-on execution, Meta paid social, and CRO. But no evidence of building marketing infrastructure/CRM from near-zero, no lifecycle build, and no product-launch GTM leadership. Two HARD requirements (req-002 full-funnel infra, req-005 US GTM launch) are weakly supported, so passes_all_hard is false and this dimension is capped."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "Deep expertise in Google Ads, LinkedIn Ads and Meta Ads end-to-end: account architecture, creative testing, audience strategy, bidding/budget automation, conversion tracking",
"rationale": "No rationale provided."
},
"industry_audience_relevance": {
"score": 40,
"weight": 12,
"evidence": "Clients from SAAS, lead gen, e-commerce, gaming, mobile apps, supplements, cannabis; real estate clients like Villa Homes and Houwzer",
"rationale": "Broad B2C/lead-gen and real estate/subscription exposure is somewhat relevant to direct-response lending, but there is no financial services/fintech/subprime lending experience and no Spanish-language/US Hispanic market experience—both central to this brief."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "prioritizing scrappy, high-velocity experimentation over big-agency processes; hands-on owner-operator; Managed end-to-end campaign execution... build and manage performance campaigns",
"rationale": "No rationale provided."
},
"strategy_and_judgment": {
"score": 72,
"weight": 10,
"evidence": "Proven track record running lean pilots/POCs with clear success criteria, then scaling budgets based on performance; LTV/CAC cohort analysis, payback-period-informed bidding",
"rationale": "No rationale provided."
},
"tool_platform_fit": {
"score": 70,
"weight": 8,
"evidence": "CRMs (Salesforce, HubSpot, etc); GA4/CM360/CAPI; DV360, MNTN, TradeDesk; Instapage, Unbounce",
"rationale": "Strong on ad platforms, programmatic DSPs, and analytics; lists HubSpot/Salesforce but only for attribution/CRM data reference, not standing up automation from scratch. No email/SMS/WhatsApp ESP tooling evidence."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "20%+ CPL reductions in lead gen/SaaS; increasing conversion rates by 25%; incrementality measurement; reducing cost-per-click by 15%",
"rationale": "No rationale provided."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $65/hr",
"rationale": "Active with availability and a modest rate that likely fits the ~$12-15K/month band. Located in Ontario, CA (AMER-friendly timezone) but no Spanish-language capability noted."
}
},
"final_score_rationale": "Biggest positive drivers: genuine hands-on paid-media execution, strong Meta/Google/programmatic depth, and concrete CRO/measurement wins (-54% CAC, +25% conversion, -20% CPL). These lift functional_expertise, hands_on_execution, and measurement_optimization. Biggest penalties: the role needs a full-funnel growth marketer who builds CRM/lifecycle infrastructure from near-zero, runs email/SMS/WhatsApp lifecycle, and leads a structured US product GTM launch—none of which the profile evidences. He is a paid-acquisition specialist, not a full-funnel lifecycle/infrastructure builder. He also lacks financial services/subprime lending and Spanish-language/US Hispanic market experience. These gaps fail HARD req-002 and req-005 and depress hard_requirements_fit and industry relevance, keeping the overall score in the low-60s.",
"evidence_snippets": [
"12 years driving paid growth for startups and small teams... hands-on owner-operator across strategy, execution, and reporting.",
"Expanded media mix and introduced programmatic buying to the channel mix. Improved CAC by -54% YoY",
"Meta Ads end-to-end: account architecture, creative testing, audience strategy, bidding/budget automation, conversion tracking (GA4/CM360/CAPI)",
"Implemented A/B tests on landing pages, increasing conversion rates by 25%.",
"Clients from SAAS, lead gen, e-commerce, gaming, mobile apps, supplements, cannabis and local ads",
"Used attribution models & CRM data (HubSpot, Salesforce) to refine targeting and boost ROI.",
"hands-on owner-operator across strategy, execution, and reporting; Improved CAC by -54% YoY; Meta Ads end-to-end",
"Deep expertise in Google Ads, LinkedIn Ads and Meta Ads end-to-end: account architecture, creative testing, audience strategy, bidding/budget automation, conversion tracking"
],
"three_rs": {
"recommend": "Consider as a paid-media execution specialist, not as the lead full-funnel growth marketer this role requires.",
"reservations": "No CRM/lifecycle infrastructure build from zero, no email/SMS/WhatsApp lifecycle, no structured product GTM launch, and no fintech/subprime or Spanish-language/Hispanic market experience.",
"risks": "Role's core needs (funnel/journey infrastructure, lifecycle messaging, Credit Elevator US launch, Spanish-language market) fall outside demonstrated experience; hiring for the full mandate risks under-delivery."
},
"match_reasons": [
{
"reason": "Hands-on owner-operator across strategy and execution",
"evidence": "hands-on owner-operator across strategy, execution, and reporting"
},
{
"reason": "Meta paid social experience (req-004)",
"evidence": "Google Ads, LinkedIn Ads and Meta Ads end-to-end... creative testing, audience strategy"
},
{
"reason": "CRO and measurable conversion lift (req-003)",
"evidence": "Implemented A/B tests on landing pages, increasing conversion rates by 25%; 20%+ CPL reductions"
},
{
"reason": "Programmatic/geofencing-adjacent DSP experience (req-007)",
"evidence": "introduced programmatic buying; DV360, MNTN, Outbrain, Taboola, TradeDesk"
}
],
"hard_fail_reasons": [
"req-002 (Full-funnel build & marketing infrastructure from near-zero): No evidence of building funnels, customer journeys, or CRM/marketing-automation infrastructure from scratch—profile is paid-acquisition focused, not lifecycle/infrastructure build.",
"req-005 (US go-to-market launch for Credit Elevator): No evidence of leading a structured product go-to-market launch; 'New product launch' is a listed skill tag with no supporting narrative or credit/lending product context."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "eugenepark81_at_gmail_com",
"email": "eugenepark81@gmail.com",
"name": "Eugene Park",
"score": 59,
"passes_all_hard": false,
"summary": "Eugene is a seasoned full-funnel growth/demand-gen marketer with strong hands-on execution history: he built paid acquisition from zero at Uno Health (Google + Facebook, keyword research, ad copy, LP optimization, creative), ran CRO programs delivering 30%+ conversion lifts at BlackLine, and stood up CRM/marketing automation (Marketo, Salesforce) at Technicolor. This covers several HARD requirements (hands-on operator, full-funnel build from near-zero, CRO, Meta paid social). However, his experience skews heavily B2B SaaS/demand-gen and ecommerce, not high-volume B2C subprime consumer lending. Key gaps against HARD/IMPORTANT reqs: no evidence of leading a consumer product US GTM launch analogous to Credit Elevator, no WhatsApp mass-messaging/SMS lifecycle, no programmatic/geofencing at scale in a direct-response consumer context (limited display only), and no financial services subprime/Spanish-language experience. Net: a capable operator but not a clean match for this Spanish-market subprime lending, WhatsApp/SMS-heavy consumer growth role.",
"synthesis_quote": "Built program from zero, proving the paid acquisition is profitable and a scalable growth channel... Blended 2.5X ROAS across Google and Facebook Ads",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "Built program from zero... Owned end-to-end execution across Google Search and Facebook Ads; Implemented a Conversion Rate Optimization... 30% increase in conversion rates",
"rationale": "Satisfies hands-on operator (req-001), full-funnel build from zero (req-002), CRO (req-003), and Meta paid social (req-004). But no evidence of a consumer product US GTM launch like Credit Elevator (req-005) — his GTM is B2B SaaS demand-gen. Multiple hard/important reqs partially unmet, so cannot pass all hard."
},
"functional_expertise": {
"score": 78,
"weight": 20,
"evidence": "led a 4 month engagement with Uno Health to build their paid acquisition program from the ground up... keyword research, campaign architecture, ad copywriting, and landing page optimization",
"rationale": "Deep, specific growth/demand-gen and CRO expertise across multiple roles. Strong but leans B2B pipeline and ecommerce rather than high-volume B2C DR lending."
},
"industry_audience_relevance": {
"score": 42,
"weight": 12,
"evidence": "Head of Digital Marketing... at SugarCRM; Director Digital Marketing at BlackLine, a financial automation software company; Uno Health... Medicare Advantage",
"rationale": "BlackLine is financial-automation software (B2B), Uno Health is healthcare enrollment for low-income consumers — tangentially relevant consumer-benefits audience. No subprime lending, fintech consumer credit, or Spanish-language/Hispanic market experience."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "Owned end-to-end execution across Google Search and Facebook Ads, including keyword research, campaign architecture, ad copywriting, and landing page optimization... also developed creative assets",
"rationale": "Clear personal execution in recent engagements. Some earlier roles are director/team-management heavy (managed teams of 4-9), but recent Uno Health work is hands-on."
},
"strategy_and_judgment": {
"score": 76,
"weight": 10,
"evidence": "Introduced processes for full funnel reporting across lead acquisition channels; Implemented marketing attribution approach... and BI reporting",
"rationale": "Strong diagnostic/planning ability: channel prioritization, budget reallocation (cut paid search budget 50% while improving pipeline), full-funnel reporting design."
},
"tool_platform_fit": {
"score": 70,
"weight": 8,
"evidence": "CRMs (Salesforce, HubSpot, etc); Email tools (Mailchimp, Klaviyo, etc); Facebook, Instagram; Google Analytics, Google Tag Manager; A/B testing tools (Optimizely, VWO)",
"rationale": "Strong overlap on CRM stand-up (Salesforce/HubSpot), Meta, GA/GTM, CRO/AB tools. No SMS/WhatsApp platforms and no programmatic/geofencing DSP tools listed."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "Achieved target CPA goals while maintaining MoM growth in conversion volume; 20% YoY increase in high intent conversions; more than 30% increase in conversion rates",
"rationale": "Consistent, quantified KPI ownership around CPA, conversion rate, and attribution — directly relevant to the role's CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; location: Los Angeles, California, US",
"rationale": "Active, available, US-based (AMER coverage), and $70/hr is comfortably within the ~$12-15K/month engagement range. LA timezone workable for Miami-based client."
}
},
"final_score_rationale": "Biggest positive drivers: strong hands-on execution (82) building paid acquisition from zero, solid functional growth/CRO expertise (78), and good measurement/KPI ownership (80) directly relevant to CPL/CPA/conversion goals. Biggest penalties dragging the score: hard_requirements_fit is capped at 62 because he shows no consumer-product US GTM launch comparable to Credit Elevator and no WhatsApp/SMS mass-messaging or scaled programmatic/geofencing; industry_audience_relevance is low (42) due to a B2B SaaS/ecommerce skew with no subprime lending, fintech consumer credit, or Spanish-language/Hispanic market experience. He fails passes_all_hard primarily on req-005 (Credit Elevator consumer GTM) and shows weak coverage of important channel reqs (WhatsApp/SMS, programmatic/geofencing) and industry req-010.",
"evidence_snippets": [
"led a 4 month engagement with Uno Health to build their paid acquisition program from the ground up",
"Owned end-to-end execution across Google Search and Facebook Ads, including keyword research, campaign architecture, ad copywriting, and landing page optimization",
"Implemented a Conversion Rate Optimization and web Personalization program, leading to a more than 30% increase in conversion rates",
"Blended 2.5X ROAS across Google and Facebook Ads",
"Instrumental in setting up CRM and Marketing Automation systems... implementation of Marketo and Salesforce",
"Significantly improved pipeline contribution of Paid Search channel while cutting budget by over 50%",
"Built program from zero, proving the paid acquisition is profitable and a scalable growth channel... Blended 2.5X ROAS across Google and Facebook Ads",
"Built program from zero... Owned end-to-end execution across Google Search and Facebook Ads; Implemented a Conversion Rate Optimization... 30% increase in conversion rates"
],
"three_rs": {
"recommend": "Consider only if the client prioritizes a strong full-funnel growth/CRO operator and is willing to accept gaps in subprime lending, Spanish-language market, and WhatsApp/SMS lifecycle. Not a lead candidate for this specific brief.",
"risk": "Primary risks: no consumer subprime/fintech lending experience, no Spanish-language/Hispanic market experience, no WhatsApp mass-messaging or SMS lifecycle, and no scaled programmatic/geofencing. His GTM track record is B2B SaaS, not a B2C DR product launch like Credit Elevator.",
"reality": "Strong, credible B2B/ecommerce growth marketer who genuinely builds from zero and executes hands-on across Meta/Google/CRO. But the role's most differentiating needs (Spanish subprime lending, WhatsApp/SMS, geofencing at scale, consumer GTM) are largely unproven in his profile."
},
"match_reasons": [
{
"reason": "Builds full-funnel acquisition from near-zero and executes personally",
"evidence": "Built program from zero, proving the paid acquisition is profitable and a scalable growth channel"
},
{
"reason": "Proven CRO with concrete conversion lift",
"evidence": "Implemented a Conversion Rate Optimization... leading to a more than 30% increase in conversion rates"
},
{
"reason": "Meta + Google paid execution with efficiency focus",
"evidence": "Owned end-to-end execution across Google Search and Facebook Ads... Blended 2.5X ROAS"
},
{
"reason": "Can stand up CRM/marketing automation",
"evidence": "setting up CRM and Marketing Automation systems... implementation of Marketo and Salesforce"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a B2C consumer-product US mainland launch; his GTM experience is B2B SaaS demand-gen (Technicolor, Mirantis), not a direct-response consumer credit/loan product launch.",
"req-010-adjacent industry gap weakens hard fit: No financial services subprime/non-traditional lending or fintech consumer-credit experience; BlackLine is B2B financial-automation software, not consumer lending.",
"Weak coverage of important consumer DR channels central to this role: no WhatsApp mass-messaging or SMS lifecycle (req-006) and no scaled programmatic/geofencing (req-007) evidence."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "shaungh_wolf_at_gmail_com",
"email": "shaungh.wolf@gmail.com",
"name": "Shaungh Wolf",
"score": 81,
"passes_all_hard": true,
"summary": "Shaungh Wolf is a seasoned full-funnel growth operator with deep, hands-on paid media, CRO, and lifecycle experience across 50+ DTC/B2B/marketplace brands. He combines executive strategy with personal execution (Meta/Google buying, landing pages, creative testing, CRO), owns revenue/CAC targets, and has strong CPA-reduction track records (Daily Harvest $550→$250 CPA, Generation Genius 50% CPA cut). He satisfies all five HARD requirements: hands-on strategy+execution, full-funnel/infra build, CRO, Meta ads, and GTM launch experience. The main gaps versus the brief are subprime/consumer-lending fintech experience (he has DTC/ecommerce and only light web3 fintech), Spanish-language/US Hispanic market experience (not evidenced), and WhatsApp mass-messaging plus geofencing specifically. His DTC ecommerce strength is real but partially in a different lane than the loan/credit direct-response subprime context.",
"synthesis_quote": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"rationale": "Clearly satisfies hands-on strategy+execution (req-001), full-funnel infra build (req-002), CRO with proven CPA reduction (req-003), Meta ads (req-004), and GTM launches (req-005). Not maxed because WhatsApp mass messaging, geofencing, and subprime-lending GTM context are not directly evidenced."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER",
"rationale": "Exceptional depth in paid media, CRO, funnel optimization, and revenue/CAC modeling — the exact core function of a growth marketer."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets); Consulting on performance marketing... for venture-backed web3 projects",
"rationale": "Has some fintech/web3 exposure but no subprime/consumer-lending or credit-building product experience, and no Spanish-language/US Hispanic audience evidence. Mostly DTC ecommerce, a different audience than the brief."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "Managed over $1M/day in spend... executed a comprehensive Facebook marketing strategy; introduced listicle-style landing pages; Built HubSpot + Supermetrics dashboards",
"rationale": "Strong operator profile — personally builds landing pages, runs media, builds dashboards and creative test roadmaps rather than only advising."
},
"strategy_and_judgment": {
"score": 88,
"weight": 10,
"evidence": "focusing on parent-teacher associations... for its potential to create a network effect; reallocated spend toward high retention markets; Owned targets, forecasting, and budget allocation tied to CAC, payback, contribution margin",
"rationale": "Demonstrates strong diagnostic and prioritization judgment, channel-market fit thinking, and translating business economics into strategy."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Lifecycle: Klaviyo, Attentive, Brevo, GoHighLevel, Mailchimp; CRMs (Salesforce, HubSpot); Ads: Meta, Google, TikTok; Hotjar, VWO, Looker Studio",
"rationale": "Strong tool overlap: HubSpot/Salesforce CRM stand-up, Klaviyo/Attentive for email+SMS, Meta/Google. Missing explicit WhatsApp mass-messaging and geofencing/programmatic DSP tools."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "reduce the CPA from $550 to $250; 50% reduction in cost per acquisition while scaling spend; Incrementality-informed measurement using holdouts/lift tests",
"rationale": "Excellent, concrete measurement and optimization proof with attribution rigor and repeatable CPA/ROI improvements."
},
"availability_budget_fit": {
"score": 45,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $200/hr; status: active, has_availability: true",
"rationale": "Active and available, but $200/hr implies a rate well above the ~$12-15K/month all-in soft target if full-time; budget fit is uncertain."
}
},
"final_score_rationale": "Biggest score drivers: exceptional functional expertise ($400M+ paid spend, deep CRO), strong hands-on execution, and standout measurement/optimization (Daily Harvest CPA $550→$250, Generation Genius 50% CPA cut) that map directly to the brief's conversion-lift and CPL/CPA-reduction goals. He passes all five HARD requirements with concrete proof. Penalties: no subprime/consumer-lending or credit-building fintech experience (only light web3), no evidence of Spanish-language/US Hispanic market experience (a preferred but highly relevant factor), and no direct WhatsApp mass-messaging or geofencing execution. His DTC-ecommerce depth is partly in a different lane than a loan/credit direct-response subprime context, so industry relevance is capped. Rate ($200/hr) may exceed the soft budget target.",
"evidence_snippets": [
"Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon, retail media.",
"reduce the CPA from $550 to $250, effectively optimizing the marketing budget",
"50% reduction in the cost per acquisition (CPA), achieved while scaling the advertising spend",
"Full-funnel CRO: landing pages, offers, checkout, and experimentation to improve payback.",
"Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets)",
"Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER"
],
"three_rs": {
"recommend": "Recommend for interview as a strong hands-on growth operator; validate lending/subprime and Spanish-market fit and confirm rate against budget.",
"risk": "Limited subprime/consumer-lending and Spanish-language/US Hispanic audience experience; no direct WhatsApp mass-messaging or geofencing execution; $200/hr may exceed the ~$12-15K/mo soft target.",
"reason": "Deep full-funnel paid media, CRO, and measurement expertise with proven CPA reduction and revenue growth, satisfying all HARD requirements as a genuine strategy+execution operator."
},
"match_reasons": [
{
"reason": "Proven hands-on full-funnel growth operator combining strategy and execution",
"evidence": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth."
},
{
"reason": "Direct CRO and CPA-reduction results in high-spend direct-response contexts",
"evidence": "reduce the CPA from $550 to $250... 50% reduction in the cost per acquisition"
},
{
"reason": "Meta and Google paid media at massive scale",
"evidence": "Own Meta, Google, and Amazon media buying; Managed over $1M/day in spend"
},
{
"reason": "CRM/automation and lifecycle tool fit for stand-up",
"evidence": "Built HubSpot + Supermetrics dashboards; Lifecycle: Klaviyo, Attentive, Brevo"
},
{
"reason": "New product launch / GTM experience",
"evidence": "Spearhead new product launches with integrated go-to-market plans across DTC, Amazon, and Retail"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "cdigrazia_freelancer_at_gmail_com",
"email": "cdigrazia.freelancer@gmail.com",
"name": "Christopher Di Grazia",
"score": 53,
"passes_all_hard": false,
"summary": "Christopher is fundamentally an email marketer with strong lifecycle, ESP setup, and marketing automation skills, plus one meaningful Head of Marketing & Growth stint where he owned a US product launch, $30k/mo digital ad budgets, funnel/journey building, and CRM stand-up. However, his core function is email, not full-funnel paid-acquisition growth. He has no evidence of scaling Meta ads (only \"Facebook Ads Manager\" listed generically), no programmatic/geofencing, no subprime/fintech lending marketing, and no Spanish-language market experience. He fails multiple HARD requirements around Meta paid social scale, CRO in a high-lead-volume direct-response environment, and a structured Credit Elevator-type GTM launch.",
"synthesis_quote": "Lead US product launch. Manage $30k+ monthly budgets for digital ads... Develop customer journey maps... Implement and manage all marketing technology platforms including... Facebook Ads Manager... Hubspot.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 40,
"weight": 25,
"evidence": "Head of Marketing & Growth: 'Lead US product launch. Manage $30k+ monthly budgets for digital ads... Develop customer journey maps.' But primary role is 'Email Marketer' with no Meta scaling, programmatic, or fintech evidence.",
"rationale": "He satisfies parts of req-001 (hands-on operator) and req-002 (funnel/journey + CRM build) via the Head of Growth role, but fails req-004 (Meta paid social at scale — only generic 'Facebook Ads Manager' listed), req-003 (CRO in high-lead-volume direct-response lending), and req-005 (structured subprime credit-product GTM). Multiple HARD misses drive this low."
},
"functional_expertise": {
"score": 55,
"weight": 20,
"evidence": "Deep email: 'Lifecycle campaigns & strategy', 'Email acquisition strategy & optimization', 'A/B testing', 'ESP migration'. Growth breadth only from one role: 'Build out forecasts... build out entire strategy for marketing function.'",
"rationale": "Excellent email/lifecycle expertise, which is relevant to req-006 (email/SMS/WhatsApp lifecycle), but the role's core function is paid-acquisition, CRO-driven full-funnel growth. His paid media depth is thin, so functional fit for THIS role is only moderate."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: 'Ecommerce, Media, Software & Tech.' Only lending touchpoint is 2013-2015 'Customer Service Consultant in the Unsecured Personal Lending... department' — a service, not marketing, role.",
"rationale": "No fintech/subprime lending marketing (req-010) and no Spanish-language/US Hispanic experience (req-011). The old ANZ personal-lending role was customer service, not marketing. Weak industry relevance."
},
"hands_on_execution": {
"score": 70,
"weight": 15,
"evidence": "'Manage website (and eCommerce backend) via Shopify using Liquid + HTML + CSS', 'Template development (HTML/CSS)', 'Plan, build... implement, and report on all marketing communications content campaigns.'",
"rationale": "Clearly a hands-on builder/operator — writes copy, codes templates, sets up ESPs, deploys HubSpot. Strong on execution generally, though the execution is concentrated in email/content rather than paid acquisition and CRO."
},
"strategy_and_judgment": {
"score": 60,
"weight": 10,
"evidence": "'Use forecasts/reports to build out entire strategy for marketing function... Develop product marketing positioning statements... implement new organizational marketing personas.'",
"rationale": "Demonstrated planning, forecasting, positioning, and persona work in the Head of Growth role. Solid general judgment, but not specifically proven in conversion-rate diagnosis for a high-volume lead funnel."
},
"tool_platform_fit": {
"score": 65,
"weight": 8,
"evidence": "Tools: 'HubSpot, Salesforce, Pardot, Google Analytics, Zapier, Mailchimp, Drip'; role: 'successful procurement and deployment of Hubspot.'",
"rationale": "Strong CRM/automation stand-up fit (req-009) — has stood up HubSpot from scratch and knows Salesforce/Pardot. But missing programmatic/geofencing platforms and demonstrated Meta ads tooling depth."
},
"measurement_optimization": {
"score": 62,
"weight": 6,
"evidence": "'qualification of over 1600 prospects... over $300,000 in marketing-influenced closed business... with a marketing budget of $5,000'; 'A/B testing', 'Email marketing analytics'.",
"rationale": "Good measurement/ROI storytelling and A/B testing habit, but the metrics are demand-gen/email influenced revenue, not CRO/CPL/CPA optimization in a direct-response paid funnel as required (req-003)."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $60/hr', location 'Toronto, Ontario, CA' (AMER).",
"rationale": "Available, AMER timezone, and a modest $60/hr rate that fits well within the ~$12-15K/mo budget envelope. Soft prefs met."
}
},
"final_score_rationale": "Biggest drivers: one genuine Head of Marketing & Growth role that included a US product launch, customer journey mapping, $30k/mo digital ad budgets, and HubSpot stand-up, plus deep hands-on email/lifecycle and CRM-automation skills. Biggest penalties: he is classified as an Email Marketer and the evidence base is overwhelmingly email/content, not the paid-acquisition, CRO-heavy, multi-channel growth this role demands. He fails HARD requirements for scaled Meta paid social (only generic 'Facebook Ads Manager' listed), CRO in a high-lead-volume direct-response lending funnel, and a structured subprime credit-product GTM. He also lacks fintech/subprime lending marketing and Spanish-language market experience. Strong email lane does not transfer to this growth mandate.",
"evidence_snippets": [
"roles: Email Marketer",
"Lead US product launch. Manage $30k+ monthly budgets for digital ads",
"successful procurement and deployment of Hubspot, which streamlined the company's marketing processes",
"qualification of over 1600 prospects... over $300,000 in marketing-influenced closed business in 2017... with a marketing budget of $5,000",
"Develop customer journey maps... Build social strategies",
"Customer Service Consultant in the Unsecured Personal Lending (Personal Loans) department",
"Lead US product launch. Manage $30k+ monthly budgets for digital ads... Develop customer journey maps... Implement and manage all marketing technology platforms including... Facebook Ads Manager... Hubspot.",
"Head of Marketing & Growth: 'Lead US product launch. Manage $30k+ monthly budgets for digital ads... Develop customer journey maps.' But primary role is 'Email Marketer' with no Meta scaling, programmatic, or fintech evidence."
],
"three_rs": {
"recommend": "Do not advance for this Growth Marketer role. Consider only if the search pivots toward an email/lifecycle + marketing-automation specialist.",
"reason": "Core profile is email marketing; fails HARD Meta paid-social scaling, direct-response CRO, and subprime credit-product GTM, with no fintech or Spanish-language market experience.",
"risk": "High risk that paid-acquisition, programmatic/geofencing, and conversion-optimization mandates go unmet; only one general growth role and no direct-response lending funnel evidence."
},
"match_reasons": [
{
"reason": "Has stood up CRM/marketing automation from scratch (req-009)",
"evidence": "successful procurement and deployment of Hubspot"
},
{
"reason": "Owns email/SMS lifecycle build (req-006)",
"evidence": "Lifecycle campaigns & strategy; SMS marketing; ESP migration / new account set up"
},
{
"reason": "Some full-funnel/journey and US launch exposure (partial req-002/req-005)",
"evidence": "Develop customer journey maps... Lead US product launch"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social scale): No evidence of running/scaling Meta ads across FB/IG/WhatsApp; only a generic 'Facebook Ads Manager' platform mention with no performance or spend detail.",
"req-003 (CRO in high-lead-volume direct-response): No demonstrated conversion-rate optimization, CPL/CPA reduction, or funnel CRO in a direct-response environment; metrics shown are email/demand-gen influenced revenue.",
"req-005 (US GTM for Credit Elevator): US launch experience is for an indoor gardening product, not a structured subprime/credit financial product; no fintech GTM proof.",
"req-010 (financial services/fintech/subprime): Only lending touchpoint is a 2013-2015 customer service role, not marketing; industries are Ecommerce/Media/Software."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jsniezko_at_gmail_com",
"email": "jsniezko@gmail.com",
"name": "Jeremy Sniezko",
"score": 87,
"passes_all_hard": true,
"summary": "Jeremy is a hands-on growth marketer and media buyer with $55M+ managed spend across Meta, Google, Bing, and TikTok, direct fintech/subprime lending experience at Possible Finance, and strong CRO/paid-social credentials. He personally executes (media buying, creative, split testing, CAPI integrations) and has run Spanish-language campaigns—a strong fit for Harmoney's subprime credit product and US Hispanic expansion. Miami-based, aligning with the client's US base. Main gaps: lifecycle (SMS/WhatsApp mass messaging) and geofencing are lightly evidenced, and full marketing-infrastructure/CRM build from zero is inferred rather than explicitly demonstrated.",
"synthesis_quote": "I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"weighted_scores": {
"hard_requirements_fit": {
"score": 85,
"weight": 25,
"evidence": "Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist.",
"rationale": "Meets hands-on operator, Meta scaling, CRO/CPA reduction, and fintech-lending hard requirements with concrete proof. Credit Elevator-style GTM launch is plausible via 'New marketing channel launch' skill and repeated new-loan record wins, but no explicit product-launch narrative; near-zero infrastructure/CRM build is inferred, so not a perfect hard-fit."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$55M+ in spend across all the major ad platforms... 9-figures in revenue for B2C and B2B; Efficiently scaled paid social spend 3x; Profitably scaled both Google and Meta campaigns to over $100k/day.",
"rationale": "Deep, specific growth/paid-acquisition and CRO expertise with quantified outcomes across multiple verticals; core function of the role is squarely his strength."
},
"industry_audience_relevance": {
"score": 88,
"weight": 12,
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records; Launched Spanish language campaigns; located in Miami, Florida.",
"rationale": "Direct subprime/consumer-lending fintech experience (Possible Finance) plus Spanish-language campaign success and Miami base map tightly to Harmoney's subprime credit product and US Hispanic/PR-to-mainland expansion."
},
"hands_on_execution": {
"score": 92,
"weight": 15,
"evidence": "Develop high converting ad creative and run split tests; Designed creative with 7% CTRs on Meta; Guided Possible through CAPI/server-side integrations; head media buyer and creative strategist.",
"rationale": "Clearly an operator who personally buys media, builds creative, runs tests, and handles technical integrations—exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "Founder... Launching a local services marketplace serving 4 countries; Consulted on non-SMM channels; Incrementality tests showed some progress... incremental growth was difficult in top categories.",
"rationale": "Shows diagnostic judgment (incrementality analysis, channel consulting) and full-funnel strategic thinking as a founder, translating goals into channel plans."
},
"tool_platform_fit": {
"score": 84,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), ManyChat, Facebook, Instagram, Google Analytics, Doubleclick, Landing page tools (Instapage, Unbounce), A/B testing tools (Optimizely, VWO).",
"rationale": "Strong coverage of Meta, Google, CRM (HubSpot/Salesforce), email/Klaviyo, ManyChat (chat/WhatsApp-adjacent), and CRO tooling. Programmatic via Doubleclick present; explicit geofencing not evidenced."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "Raised Google and Facebook ROAS to >2; Reduced CPA of existing clients by up to 50%; beat previous CPA record by over 50%; ran split tests to increase efficiency.",
"rationale": "Repeated, quantified KPI ownership around ROAS/CPA, plus experimentation and incrementality testing—directly matches the role's conversion/CPL/CPA optimization goals."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; location: Miami, Florida, US; preferred_hourly_pay_rate: $80/hr.",
"rationale": "Available, active, and Miami-based (matching client HQ and timezone). $80/hr rate is reasonable, though multiple concurrent 'Present' roles raise a mild bandwidth question given the fast-moving scope."
}
},
"final_score_rationale": "Biggest drivers: quantified full-funnel growth expertise ($55M+ spend, 9-figure revenue, 3x scale, $100k/day), directly relevant subprime-lending fintech experience at Possible Finance, proven Spanish-language campaign wins, Miami location fit, and strong CRO/CPA-reduction track record. Penalties: lifecycle messaging (SMS/WhatsApp mass) and geofencing are only lightly implied (ManyChat, Doubleclick) rather than explicitly demonstrated; near-zero marketing-infrastructure/CRM stand-up and a structured Credit Elevator GTM launch are inferred from adjacent skills rather than shown outright; and several overlapping active roles pose a mild availability risk. Net: a very strong operator match with minor gaps in the wanted lifecycle/programmatic channels.",
"evidence_snippets": [
"managed $55M+ in spend across all the major ad platforms",
"Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records",
"Launched Spanish language campaigns which beat previous CPA record by over 50%",
"Guided Possible through CAPI/server-side integrations, greatly increasing efficiency",
"Reduced CPA of existing clients by up to 50%",
"location: Miami, Florida, US",
"I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist."
],
"three_rs": {
"reach": "Proven multi-channel reach across Meta, Google, Bing, TikTok with $55M+ managed spend and Spanish-language campaign experience relevant to Harmoney's Hispanic/PR-to-US audience.",
"resonance": "Creative strategist with 7% Meta CTRs and CPA records broken; strong creative + CRO judgment to lift conversion and lower CPL/CPA.",
"relevance": "Direct subprime consumer-lending fintech background (Possible Finance) and Miami base align closely with Harmoney's product, market, and location."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with quantified paid + CRO results",
"evidence": "$55M+ in spend... 9-figures in revenue... paid ads, conversion rate optimization"
},
{
"reason": "Direct subprime lending fintech experience",
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records"
},
{
"reason": "Spanish-language campaign success for Hispanic market",
"evidence": "Launched Spanish language campaigns which beat previous CPA record by over 50%"
},
{
"reason": "Meta scaling and CPA reduction proof",
"evidence": "Profitably scaled both Google and Meta campaigns to over $100k/day; Reduced CPA... by up to 50%"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "darylwilliams02_at_gmail_com",
"email": "darylwilliams02@gmail.com",
"name": "Daryl Williams",
"score": 53,
"passes_all_hard": false,
"summary": "Daryl is a strong CRM/lifecycle and marketing-automation specialist with deep email/SMS, ESP migration, and journey-building experience across Braze, Iterable, Klaviyo, HubSpot and Salesforce. He excels at building lifecycle infrastructure from scratch (Ambl, Lear Capital, Craft Cartel) and has proven measurement wins (30% revenue increase at Feeld, $1M at OFX). However, this role needs a full-funnel PAID-ACQUISITION growth operator: Meta/Facebook/Instagram/WhatsApp ads, Google SEM, and programmatic/geofencing are the hard/important channels, and Daryl shows essentially no paid-media buying experience. He also lacks Credit Elevator-style US GTM launch experience and subprime/fintech lending background. He is an email/lifecycle specialist, not a paid-growth generalist, so multiple hard requirements fail.",
"synthesis_quote": "I help startups and scale-ups build scalable CRM and MarTech capabilities that drive growth. My expertise spans lifecycle marketing, marketing automation, customer data strategy, personalisation and platform implementation.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 35,
"weight": 25,
"evidence": "Skills list is email/CRM-centric: 'Lifecycle campaigns & strategy', 'SMS marketing', 'ESP migration / new account set up'; no Meta/Google/programmatic paid media shown.",
"rationale": "Passes lifecycle/CRM-adjacent aspects and infrastructure-from-scratch, but fails Meta paid social (req-004), CRO in direct-response paid environment (req-003), and US GTM launch for a credit product (req-005). Multiple HARD reqs unmet."
},
"functional_expertise": {
"score": 55,
"weight": 20,
"evidence": "'Built the complete lifecycle framework, including onboarding, first booking conversion, abandoned booking recovery, repeat booking, upsell, win-back.'",
"rationale": "Deep in the lifecycle/CRM lane, but the role's core function is full-funnel paid growth acquisition, where his evidence is thin. Strong in an adjacent, not the requested, function."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: 'Ecommerce, Local Businesses, Marketing Agencies, Marketplaces, Media, Services, Software & Tech'; OFX is 'foreign exchange and payment company.'",
"rationale": "OFX gives adjacent financial/payments exposure and KYC onboarding, but no subprime/consumer-lending or credit-building experience; no Spanish-language/US Hispanic market evidence."
},
"hands_on_execution": {
"score": 70,
"weight": 15,
"evidence": "'Led the implementation and optimisation of Iterable, designing scalable customer journeys'; 'set up continuous email and SMS journeys' at Lear Capital.",
"rationale": "Clearly a hands-on operator who personally builds and ships lifecycle infrastructure, but hands-on work is in CRM/email, not paid channel execution the role requires."
},
"strategy_and_judgment": {
"score": 65,
"weight": 10,
"evidence": "'Developed the company's end-to-end CRM and lifecycle marketing strategy, defining the roadmap for acquisition, conversion, retention and re-engagement.'",
"rationale": "Sound strategic framing for lifecycle roadmaps and platform selection; less evidence of full paid-channel GTM planning or product launch strategy."
},
"tool_platform_fit": {
"score": 70,
"weight": 8,
"evidence": "Tools include 'HubSpot', 'Salesforce', 'Klaviyo', 'Braze', 'Attentive (SMS)', 'Google Analytics'.",
"rationale": "Strong match on CRM/automation stand-up (HubSpot/Salesforce req-009) and email/SMS ESPs, but no Meta Ads Manager, Google Ads, or programmatic/geofencing DSP tooling."
},
"measurement_optimization": {
"score": 72,
"weight": 6,
"evidence": "'Established successful experiments, leading to a 30.16% revenue increase'; OFX 'revenue increase of $1 million USD.'",
"rationale": "Solid A/B testing, experimentation, and revenue-impact measurement, though centered on lifecycle rather than CPL/CPA paid-funnel optimization."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $60/hr'; 'location: Lisbon, PT'; 'has_availability: true'.",
"rationale": "Available and rate is modest, but Lisbon timezone is far from US/Miami working hours; no Spanish-market indication. Soft factors, partial fit."
}
},
"final_score_rationale": "The dominant driver is a channel mismatch: this is a full-funnel paid-growth role centered on Meta (FB/IG/WhatsApp), Google SEM, and programmatic/geofencing plus a US GTM product launch, while Daryl is an email/CRM/lifecycle specialist with no demonstrated paid-media buying. That fails hard requirements req-003 (CRO in a paid direct-response environment), req-004 (Meta paid social), and req-005 (Credit Elevator US GTM). He scores well on lifecycle infrastructure-from-scratch, CRM/automation stand-up (HubSpot/Salesforce/Klaviyo/Braze), and measurement, which lifts the softer dimensions, but those strengths sit in an adjacent lane and cannot be transferred to the paid-acquisition core. Additional penalties: no subprime/fintech lending background, no Spanish-language/US Hispanic market experience, and a Lisbon timezone.",
"evidence_snippets": [
"I help startups and scale-ups build scalable CRM and MarTech capabilities that drive growth.",
"Led the implementation and optimisation of Iterable, designing scalable customer journeys across email, push notifications and in-app messaging.",
"Established successful experiments, leading to a 30.16% revenue increase. Increased user retention rate to 80% within three months",
"implementation of a Global Transactional Welcome SMS and email campaign... resulted in a revenue increase of $1 million USD.",
"The Klaviyo Marketing Automation platform was selected... individualized and mass email and SMS communications.",
"roles: Email Marketer",
"I help startups and scale-ups build scalable CRM and MarTech capabilities that drive growth. My expertise spans lifecycle marketing, marketing automation, customer data strategy, personalisation and platform implementation.",
"Skills list is email/CRM-centric: 'Lifecycle campaigns & strategy', 'SMS marketing', 'ESP migration / new account set up'; no Meta/Google/programmatic paid media shown."
],
"three_rs": {
"role_fit": "Adjacent, not core. Strong lifecycle/CRM operator but role needs a paid full-funnel growth marketer.",
"readiness": "Available now at $60/hr, but Lisbon timezone is a poor overlap with the US/Miami-based team.",
"risk": "High risk on the primary mandate (paid channel expansion, CRO on paid funnels, product GTM) where the candidate lacks proven experience."
},
"match_reasons": [
{
"reason": "Builds lifecycle/CRM infrastructure from near-zero",
"evidence": "Designed and implemented Ambl's CRM, lifecycle marketing and personalisation architecture from scratch."
},
{
"reason": "Email + SMS lifecycle programs (req-006 partial)",
"evidence": "set up continuous email and SMS journeys for leads and new clients."
},
{
"reason": "CRM/automation stand-up on target platforms (req-009)",
"evidence": "Tools: HubSpot, Salesforce, Klaviyo, Braze; evaluated and selected Klaviyo for Lear Capital."
},
{
"reason": "Measurement and experimentation discipline",
"evidence": "Established successful experiments, leading to a 30.16% revenue increase."
}
],
"hard_fail_reasons": [
"req-004 Meta paid social: No evidence of running or scaling Facebook/Instagram/WhatsApp ads; profile is email/CRM-focused with no paid-media buying.",
"req-003 CRO in high-lead-volume direct-response paid environment: Optimization evidence is lifecycle/email, not paid-funnel CPL/CPA reduction.",
"req-005 US go-to-market launch for Credit Elevator: No product launch or US GTM experience shown; work is CRM implementation and lifecycle programs.",
"req-002 partial risk: Full-funnel infrastructure is CRM/lifecycle only, not the paid acquisition-to-conversion engine (Meta, SEM, programmatic) required."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "stephen_shew_at_gmail_com",
"email": "stephen.shew@gmail.com",
"name": "Stephen Shew",
"score": 40,
"passes_all_hard": false,
"summary": "Stephen is a specialized email marketing / marketing automation contractor with deep ESP and MAP experience (Marketo, HubSpot, Salesforce, Act-On, Constant Contact, Pardot). He is a genuine hands-on operator within the email/lifecycle lane and has some SMS and drip/nurture experience. However, he is not a full-funnel growth marketer. There is no evidence of Meta/paid social, paid search, programmatic/geofencing, CRO in a high-lead-volume direct-response paid environment, or leading a US product go-to-market launch. His experience is heavily B2B demand-gen email work, not multi-channel paid growth. Multiple HARD requirements fail.",
"synthesis_quote": "As the lead email marketing consultant... I manage all aspects of their daily and weekly email operations... sending an average of 50,000 emails per week.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 20,
"weight": 25,
"evidence": "Roles: 'Marketing Automation, Email Marketer'; tools list HubSpot/Salesforce/Marketo but no Meta ads, paid search, programmatic, or CRO paid-funnel evidence.",
"rationale": "Fails multiple HARD requirements: no Meta paid social, no CRO in high-lead-volume direct-response, no US GTM launch, and not a full-funnel growth operator. Only the email lifecycle sliver overlaps. This dimension must be low."
},
"functional_expertise": {
"score": 40,
"weight": 20,
"evidence": "'Lifecycle campaigns & strategy', 'Email acquisition strategy & optimization', 'A/B testing', 'Trigger campaigns'.",
"rationale": "Strong functional depth in email/marketing automation, but the role's core function is multi-channel growth, not email. His deep expertise is in a different lane; only partial transfer credit for lifecycle/email portion of the funnel."
},
"industry_audience_relevance": {
"score": 25,
"weight": 12,
"evidence": "Industries: 'Apps, Local Businesses, Marketing Agencies, Media, Services, Software & Tech'; clients Udacity, UL Solutions, University of Toronto. HubSpot note mentions 'Finance'.",
"rationale": "Mostly B2B SaaS/education/agency work. A passing mention of 'Finance' clients but no subprime lending, fintech, or Spanish-language/US Hispanic market evidence. Low relevance to a subprime credit-building consumer market."
},
"hands_on_execution": {
"score": 65,
"weight": 15,
"evidence": "'Built their webinar email series', 'Built a 3 drip webinar email program', 'Template development (HTML/CSS)'.",
"rationale": "Clearly a hands-on operator who personally builds emails, templates, workflows, and integrations. However, hands-on only within email/automation, not the paid/multi-channel execution the role demands."
},
"strategy_and_judgment": {
"score": 45,
"weight": 10,
"evidence": "'developing go-to-market strategies aimed at reaching both top and middle of the funnel prospects'; 'Target Audience Strategy... created list segments'.",
"rationale": "Shows some strategy and segmentation judgment plus a GTM mention, but confined to email/cross-sell context, not full-funnel growth planning or a product launch of a lending product."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "Tools: 'HubSpot, Salesforce, Pardot, Marketo, Constant Contact, Zapier, Google Analytics'.",
"rationale": "Strong fit for the CRM/marketing-automation stand-up requirement (HubSpot/Salesforce). But no Meta Ads Manager, Google Ads, or programmatic/geofencing platforms that the role centers on."
},
"measurement_optimization": {
"score": 50,
"weight": 6,
"evidence": "'Revenue Attribution: Utilized Google UTM tags'; 'campaign reports are done in order to review what copy and actions led to acquisitions'; 'A/B testing'.",
"rationale": "Solid email-level measurement, attribution via UTMs, and A/B testing, but no CPL/CPA/paid funnel optimization or conversion-rate lift metrics relevant to the direct-response growth mandate."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $60/hr', location 'Markham, Ontario, CA'.",
"rationale": "Available and rate is modest, likely within budget. AMER timezone works. Not Miami/PR-based and no Spanish-market fit noted, but availability/budget are soft and largely fine."
}
},
"final_score_rationale": "The biggest penalty is that this is an email/marketing-automation specialist, not a full-funnel growth marketer. Four of five HARD requirements fail: no Meta paid social, no CRO in a high-lead-volume direct-response paid environment, no US product go-to-market launch leadership, and the seniority profile is a channel specialist rather than a cross-channel growth operator. He earns credit for hands-on execution and CRM/MAP tool fit (HubSpot/Salesforce), plus some SMS/lifecycle overlap with the email/SMS/WhatsApp lifecycle IMPORTANT requirement. But his deep strength lies in a different lane (B2B email demand gen) and cannot be transferred to paid multi-channel growth. Industry relevance is low (no fintech/subprime/Hispanic-market evidence). Net: a capable email operator, poor fit for this growth role.",
"evidence_snippets": [
"Roles: Marketing Automation, Email Marketer",
"sending an average of 50,000 emails per week",
"developing go-to-market strategies aimed at reaching both top and middle of the funnel prospects, with the objective of cross-selling promotional products",
"Utilized Google UTM tags in order to track purchases and attribute which email campaigns netted a new customer",
"SMS marketing; Lifecycle campaigns & strategy; Trigger campaigns",
"Fixed their Marketo integration with Google Analytics and Salesforce",
"As the lead email marketing consultant... I manage all aspects of their daily and weekly email operations... sending an average of 50,000 emails per week.",
"Roles: 'Marketing Automation, Email Marketer'; tools list HubSpot/Salesforce/Marketo but no Meta ads, paid search, programmatic, or CRO paid-funnel evidence."
],
"three_rs": {
"reject": "Not a full-funnel growth marketer; fails Meta paid social, CRO in direct-response, and US GTM launch HARD requirements.",
"reason": "Deep email/marketing-automation specialist with strong ESP/MAP tooling and hands-on build skills, but wrong lane for a multi-channel paid growth mandate.",
"recommend": "Only if the role were re-scoped to email/lifecycle/CRM stand-up; consider as a lifecycle/email sub-contractor supporting a lead growth marketer."
},
"match_reasons": [
{
"reason": "Hands-on lifecycle/email builder",
"evidence": "Built their webinar email series; Built a 3 drip webinar email program"
},
{
"reason": "CRM/marketing automation stand-up capability",
"evidence": "Tools: HubSpot, Salesforce, Pardot, Marketo; 'successfully onboarded new clients to the platform'"
},
{
"reason": "Some SMS + lifecycle messaging overlap",
"evidence": "Skills include 'SMS marketing', 'Trigger campaigns', 'Lifecycle campaigns & strategy'"
}
],
"hard_fail_reasons": [
"req-004 Meta paid social (FB/IG/WhatsApp): No evidence of running or scaling Meta ads anywhere in profile; toolset and history are email/automation only.",
"req-003 Conversion rate optimization: No CRO in a high-lead-volume direct-response paid environment; measurement is email-level (UTMs, A/B), not CPL/CPA/conversion-rate lift.",
"req-005 US go-to-market launch for Credit Elevator: Only a brief email cross-sell 'GTM strategy' mention at Magnus; no evidence of leading a structured US product launch.",
"req-001 Hands-on full-funnel growth marketer: He is a channel specialist (email/automation), not a strategy+execution operator across the full funnel and multiple paid channels.",
"req-002 Full-funnel build from near-zero: Builds email infrastructure only; no evidence of building full acquisition-to-conversion engine across paid, search, and programmatic channels."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "juda_borrayo_at_gmail_com",
"email": "juda.borrayo@gmail.com",
"name": "Juda Borrayo",
"score": 80,
"passes_all_hard": true,
"summary": "Juda is a hands-on growth marketer with 12+ years of paid media, CRO, and funnel-building experience who personally executes campaigns across Google and Meta. He has directly relevant proof: strong CRO/conversion lift results (78% conversion increase, ~50% CPL drop, enrollments 2.3x), and — notably — actual financial services experience at a credit union (Island Federal Credit Union). He meets all five HARD requirements at least at a plausible-to-strong level, though gaps exist on WhatsApp mass messaging, SMS, programmatic/geofencing, and explicit US GTM product launch for a subprime credit product. Spanish-language market experience is not evidenced.",
"synthesis_quote": "Seasoned growth marketing strategist with 12+ years... specializing in paid media, funnel optimization, and strategic advertising... through a mix of hands-on execution and strategic guidance.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "Increased conversions by 78%... reduced Cost Per All Conversions by 41% (Island Federal Credit Union); Google Ads CPL dropped nearly 50% from ~$52 to ~$28; Lead Google Ads and Meta Ads strategy.",
"rationale": "Meets req-001 (hands-on strategy+execution), req-003 (CRO/CPL/CPA reduction), req-004 (Meta FB/IG), and req-002 (funnel/landing page build) with concrete proof. req-005 US GTM launch for a compound credit product is only partially supported (GTM strategy/execution skills listed, credit-union experience present, but no evidence of leading a structured product launch). All HARD reqs plausibly cleared, none contradicted, hence a solid but not top score."
},
"functional_expertise": {
"score": 84,
"weight": 20,
"evidence": "Managed Paid Media Campaigns and A/B Testing of over $2,500,000... Lead landing page strategy and CRO across 3 brands spending 30k+; Implemented A/B Testing Protocol process for improving conversion rates.",
"rationale": "Deep, specific paid media + CRO + funnel expertise directly in the role's core function; strong quantified outcomes across many accounts."
},
"industry_audience_relevance": {
"score": 68,
"weight": 12,
"evidence": "Island Federal Credit Union Bank... increased conversions by 78%; Clients include Island Federal Community Bank; verticals include supplements, restaurants, retreats.",
"rationale": "Genuine financial-services (credit union) experience is relevant to req-010, but it is prime/traditional banking rather than subprime lending; no Spanish-language/US Hispanic audience evidence (req-011). B2C direct-response is relevant."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "Edited, created, and sourced 20+ creatives...; Collaborate with developers to solve website, tracking, and technical issues; hands-on troubleshooting of tracking and attribution.",
"rationale": "Clearly an operator who personally builds campaigns, edits creative, sets up tracking, and optimizes — exactly the hands-on operator this role needs."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Managed campaign audits, restructures, landing page testing...; tiered marketing and FOMO generating creative strategy; identify performance issues, improve lead quality, refine targeting.",
"rationale": "Demonstrates diagnosis, prioritization, and testing judgment translating goals into campaign plans, though less evidence of full go-to-market planning for a new product."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Google Analytics, GTM, Hotjar/FullStory, Optimizely/VWO; used Ontraport, Hubspot, Marketo.",
"rationale": "Strong overlap with role stack incl. HubSpot/Salesforce CRM stand-up and email tools; missing explicit SMS/WhatsApp/programmatic/geofencing platform evidence."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "Increased in platform ROAS by 321%, reduced Cost Per All Conversions by 41%; 12+ ROAS up from 4.5 average; CPL dropped ~50%.",
"rationale": "Excellent measurement, attribution, and iterative optimization track record with clear KPI ownership."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Jupiter, Florida, US.",
"rationale": "Active and available, US/Florida-based (near Miami base, aligned timezone); $75/hr rate is well within a ~$12-15K/month engagement envelope."
}
},
"final_score_rationale": "Biggest drivers: strong hands-on execution, deep paid media + CRO functional expertise, and quantified conversion/measurement wins that directly map to the role's success signals (conversion lift, CPL/CPA reduction). A rare bonus is genuine financial-services experience (Island Federal Credit Union) plus a CRM/analytics tool stack matching HubSpot/Salesforce. Penalties: no evidence of WhatsApp mass messaging, SMS lifecycle, or programmatic/geofencing (IMPORTANT reqs partly unmet); the credit union work is prime banking rather than subprime lending; no Spanish-language/US Hispanic market experience (PREFERRED); and no explicit proof of leading a structured US go-to-market product launch (req-005 inferred, not demonstrated). All HARD reqs are at least plausibly satisfied and none contradicted, so passes_all_hard is true, but soft-channel and industry-depth gaps keep the score in the strong-but-not-elite range.",
"evidence_snippets": [
"Increased conversions by 78%. Increased in platform ROAS by 321%, and reduced Cost Per All Conversions by 41% (Island Federal Credit Union)",
"Google Ads CPL dropped nearly 50% from ~$52 to ~$28... Enrollments grew 2.3x (from ~180/month to 400-550/month, peaking at 555)",
"Managed Paid Media Campaigns and A/B Testing of over $2,500,000 dollars across multiple verticals in B2B and B2C advertising",
"Lead landing page strategy and CRO across 3 Columbus Travel brands spending 30k+",
"Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Google Analytics, Google Tag Manager",
"Edited, created, and sourced 20+ creatives that consistently receive between 2.5 - 7.5 Click Through Rates",
"Seasoned growth marketing strategist with 12+ years... specializing in paid media, funnel optimization, and strategic advertising... through a mix of hands-on execution and strategic guidance.",
"Increased conversions by 78%... reduced Cost Per All Conversions by 41% (Island Federal Credit Union); Google Ads CPL dropped nearly 50% from ~$52 to ~$28; Lead Google Ads and Meta Ads strategy."
],
"three_rs": {
"reach": "Strong in Meta (FB/IG) and Google Ads/YouTube paid acquisition, but no evidence of WhatsApp mass messaging, SMS, or scaled programmatic/geofencing — key channel-expansion needs for this role.",
"resonance": "Proven creative and messaging testing (FOMO/tiered creative, 20+ creatives at 2.5-7.5% CTR); however no Spanish-language/US Hispanic audience resonance evidence for the target market.",
"reaction": "Excellent conversion-driven results: 78% conversion lift, 41% lower cost per conversion, ~50% CPL drop, 2.3x enrollment growth — directly aligned to the role's CRO and sales-growth goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with CRO focus",
"evidence": "Managed campaign audits, restructures, landing page testing, conversion tracking... through a mix of hands-on execution and strategic guidance"
},
{
"reason": "Proven conversion-rate and cost-efficiency gains in direct response",
"evidence": "Increased conversions by 78%... reduced Cost Per All Conversions by 41%; Google Ads CPL dropped nearly 50%"
},
{
"reason": "Relevant financial-services experience",
"evidence": "Island Federal Credit Union Bank... Clients include Island Federal Community Bank"
},
{
"reason": "CRM/marketing automation and analytics tooling fit",
"evidence": "CRMs (Salesforce, HubSpot); Ontraport, Hubspot, Marketo; Google Analytics, Google Tag Manager"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "useracquisitionconsultant_at_gmail_com",
"email": "useracquisitionconsultant@gmail.com",
"name": "Chris Ahn",
"score": 59,
"passes_all_hard": false,
"summary": "Chris is a hands-on full-funnel growth/paid-acquisition operator with strong repeated evidence of building performance infrastructure from scratch across Meta, TikTok, and Google, plus funnel/CRO and lifecycle work. He clearly satisfies the hands-on operator, Meta paid social, and full-funnel build requirements. However, he shows no financial services / subprime lending / fintech operating experience (only a 'Finance' tag), no Spanish-language / US Hispanic market experience, and no evidence of WhatsApp mass messaging, programmatic/geofencing, or a structured US GTM launch for a compound credit product. His CRO evidence is real but framed around ROAS/CAC in DTC/app contexts rather than high-lead-volume lending conversion. He is a plausible-to-strong operator for the acquisition core but has meaningful gaps on the industry-specific and channel-breadth hard/important requirements.",
"synthesis_quote": "Built awareness, prospecting, and retargeting campaigns from scratch, achieving positive ROAS from day one... audience segmentation, creative testing, and daily optimization.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "Owned end-to-end paid social strategy and execution; Built TikTok from scratch, from attribution to campaign launch; but no subprime/fintech GTM, no WhatsApp mass, no geofencing",
"rationale": "Strong on hands-on operator (req-001), full-funnel build from zero (req-002), and Meta (req-004). But req-005 (structured US GTM for a compound credit product) and req-010 industry context are unproven, and the Credit Elevator launch requirement has no analog. Mixed satisfaction across hard reqs."
},
"functional_expertise": {
"score": 80,
"weight": 20,
"evidence": "Owned end-to-end user acquisition and growth marketing... developed channel strategy, oversaw campaign launches, optimized audience targeting, creative testing, bidding, and budget allocation",
"rationale": "Deep, specific paid acquisition and growth expertise across multiple engagements; strong core-function proof, though weighted toward DTC/app rather than lending funnels."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: Apps, Media, Software & Tech; audiences: Consumers (B2C); no subprime lending, no Spanish-language market work",
"rationale": "B2C consumer motion is relevant, but no financial services / subprime lending / credit product experience and no US Hispanic / Spanish-language market evidence, which are central to this brief."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "Built TikTok from scratch, from attribution to campaign launch, reaching profitability within the first 30 days; daily optimization; hands-on funnel building",
"rationale": "Clear individual operator across many roles who personally builds, launches, and optimizes campaigns—exactly the operator profile the role needs."
},
"strategy_and_judgment": {
"score": 75,
"weight": 10,
"evidence": "Developed channel strategy... Leveraged conversion data and funnel analysis to optimize campaigns toward lower cost per booked appointment; champion vs. challenger testing framework",
"rationale": "Solid diagnosis, prioritization, and testing judgment; translates business goals (booked appointments, deeper-funnel actions) into plans, though not in a lending/GTM-launch context."
},
"tool_platform_fit": {
"score": 72,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, TikTok, Google Analytics, Looker, Optimizely/VWO",
"rationale": "Good overlap with Meta, Google, HubSpot/Salesforce, email/CRO tools. Missing SMS/WhatsApp mass messaging and programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 82,
"weight": 6,
"evidence": "Maintain clear tracking of the performance funnel: visit by source -> quiz start -> quiz completion -> ticket purchase; optimized toward booked appointments not just leads; managed performance reporting",
"rationale": "Strong, concrete funnel diagnosis, attribution, and iterative CAC/CPA optimization evidence—directly relevant to CPL/CPA reduction goals."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $100/hr; location: Allen, Texas, US",
"rationale": "Available now, US-based (AMER-friendly timezone). $100/hr could push toward the upper budget band but is plausible within the ~$12-15K/month scope; soft preference."
}
},
"final_score_rationale": "Biggest positive drivers: repeated hands-on full-funnel build-from-scratch evidence, strong Meta/TikTok/Google paid acquisition depth, and concrete funnel/CPA optimization—these satisfy the operator, full-funnel, and Meta hard requirements. Biggest penalties: no financial services / subprime lending / fintech operating experience, no Spanish-language / US Hispanic market work, no evidence of WhatsApp mass messaging or programmatic/geofencing scaling, and no analog for the structured US GTM launch of a compound credit product (Credit Elevator). Because req-005 (US GTM for Credit Elevator) and the subprime/lending context are unproven and the channel breadth is incomplete, passes_all_hard is false and the industry/audience dimension is heavily penalized.",
"evidence_snippets": [
"Built awareness, prospecting, and retargeting campaigns from scratch, achieving positive ROAS from day one.",
"Built TikTok from scratch, from attribution to campaign launch, reaching profitability within the first 30 days.",
"Owned end-to-end paid social strategy and execution focused on driving booked appointments.",
"Maintain clear tracking of the performance funnel: visit by source -> quiz start -> quiz completion -> ticket purchase.",
"Partner on building out landing pages, as well as SMS and email funnels to support full-funnel conversion.",
"Industries: Apps, Media, Software & Tech; audiences: Consumers (B2C)",
"Built awareness, prospecting, and retargeting campaigns from scratch, achieving positive ROAS from day one... audience segmentation, creative testing, and daily optimization.",
"Owned end-to-end paid social strategy and execution; Built TikTok from scratch, from attribution to campaign launch; but no subprime/fintech GTM, no WhatsApp mass, no geofencing"
],
"three_rs": {
"reject": "No subprime/fintech lending industry experience, no Spanish-language/US Hispanic market experience, and no proven structured product GTM launch for a credit product.",
"reason": "Strong hands-on multi-channel paid acquisition operator who builds funnels and infrastructure from scratch and optimizes CPA/ROAS—covers the operator, Meta, and full-funnel-build hard requirements.",
"recommend": "Consider if industry/language gaps are acceptable and pair with someone who has WhatsApp mass, geofencing, and lending-market knowledge; probe directly on any fintech/credit GTM and Spanish-market experience before advancing."
},
"match_reasons": [
{
"reason": "Hands-on operator who builds and optimizes campaigns personally",
"evidence": "Built TikTok from scratch, from attribution to campaign launch, reaching profitability within the first 30 days"
},
{
"reason": "Full-funnel infrastructure build from near-zero",
"evidence": "Built awareness, prospecting, and retargeting campaigns from scratch, achieving positive ROAS from day one"
},
{
"reason": "Meta paid social experience",
"evidence": "owning the execution and optimization of paid social campaigns across Meta, TikTok and other performance channels"
},
{
"reason": "Funnel/CRO and lifecycle execution",
"evidence": "Partner on building out landing pages, as well as SMS and email funnels to support full-funnel conversion"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a compound credit/loan product; work history is DTC apps, e-commerce, hotel rewards, and healthcare demand—no lending product launch analog.",
"req-010 (financial services/subprime lending): No operating experience in financial services, fintech, or subprime lending; only a generic 'Finance/FinTech' subindustry tag with no lending-specific work described.",
"req-004/channel breadth risk: No demonstrated WhatsApp mass messaging or programmatic/geofencing scaling, both central to the role's channel expansion (Meta ads present, but WhatsApp/programmatic unproven).",
"req-011 (Spanish-language/US Hispanic market): No evidence of Spanish-language or US Hispanic audience marketing, which is highly relevant to Harmoney's PR/Miami market."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "kevinquangchicagobooth_at_gmail_com",
"email": "kevinquangchicagobooth@gmail.com",
"name": "Kevin Quang",
"score": 74,
"passes_all_hard": true,
"summary": "Kevin is a hands-on performance/growth marketer with 15-20 years across paid media, CRO, and full-funnel campaigns. He shows concrete operator work: geofencing to drive a 35% patient lift, 20%+ MoM conversion increases, revamping email flows in Klaviyo, and managing Meta/Google campaigns. He has direct-response, high-volume lead gen and marketplace experience relevant to Harmoney, plus geofencing and CRM/automation exposure. Gaps: no financial services/subprime lending background, no explicit Spanish-language/US Hispanic market experience, and no clear WhatsApp mass-messaging or SMS lifecycle proof. He passes the hard requirements but the industry and audience fit are weak, and several bullets read as advisory/consultant framing.",
"synthesis_quote": "My approach combines strategic insights with hands-on execution, ensuring every dollar is spent effectively.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "Growth Marketer roles at Juka/TubShroom and Sycamore; 'optimizing paid social media campaigns (Meta ads) and Google ads'; 'geofencing technology to target potential patients within a 5-mile radius'; '20%+ month-over-month increase in patient conversions'",
"rationale": "Satisfies hands-on growth (req-001), full-funnel build (req-002), CRO in direct-response lead gen (req-003), Meta paid social (req-004), and GTM/new product launch (req-005). Meta is limited to Facebook/Instagram with no WhatsApp mention, and there is no explicit Credit Elevator-type financial product launch, so the fit is solid but not exceptional."
},
"functional_expertise": {
"score": 80,
"weight": 20,
"evidence": "'20 years of experience in digital paid media'; 'Orchestrated high-volume inbound lead acquisition across 20+ digital channels'; 'CRO - Website, CRO - Marketing channel, Landing page optimization, Testing framework'",
"rationale": "Deep, specific paid media and CRO/lead-gen expertise directly matching the core growth function. Strong hands-on optimization proof anchors this."
},
"industry_audience_relevance": {
"score": 45,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Marketplaces, Media, Services, Software & Tech; healthcare (Sycamore, SafelyYou), CPG (TubShroom). No fintech/lending or Spanish-language experience listed.",
"rationale": "Marketplace and B2B2C lead-gen experience is somewhat relevant, but no financial services / subprime lending (req-010) and no Spanish-language/US Hispanic audience evidence (req-011). Key industry and audience signals are absent."
},
"hands_on_execution": {
"score": 78,
"weight": 15,
"evidence": "'combines strategic insights with hands-on execution'; 'revamping email marketing flows' in Klaviyo; 'Conducted comprehensive keyword research and SEO analysis, optimizing on-page content'",
"rationale": "Clear operator evidence of building and optimizing campaigns and flows personally. Some recent titles are Director-level and a few bullets read as advisory, slightly tempering the score."
},
"strategy_and_judgment": {
"score": 78,
"weight": 10,
"evidence": "'Designed and executed a prioritized city launch sequence based on regulatory speed, population density, and logistics infrastructure'; 'Revamped the entire sales narrative to focus on operational cost savings'",
"rationale": "Demonstrates diagnosis, prioritization, and GTM sequencing judgment relevant to a structured US launch."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools: 'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'ManyChat', 'A/B testing tools (Optimizely, VWO)', 'Google Analytics, Google Tag Manager, Facebook, Instagram'",
"rationale": "Strong overlap with the implied stack: HubSpot/Salesforce, Klaviyo, Meta, Google, GTM/analytics, ManyChat (relevant to WhatsApp/messaging). Good tool coverage."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "'35% increase in new patient appointments within 6 months'; '50% increase in qualified leads within one quarter'; '20%+ month-over-month increase in patient conversions'",
"rationale": "Repeated, quantified conversion and lead-gen improvements show funnel measurement and iterative optimization."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "status: active; has_availability: true; location Pacifica, California, US; preferred_hourly_pay_rate: $35/hr",
"rationale": "Active and available, US-based (AMER-friendly), and a low stated rate that fits well within budget expectations. Pacific timezone is a minor offset from Miami."
}
},
"final_score_rationale": "Score is driven up by strong functional paid-media/CRO expertise, quantified conversion and lead-gen wins, hands-on execution, and excellent tool/platform fit (HubSpot/Salesforce, Klaviyo, Meta, ManyChat, GTM). He clears all HARD requirements with concrete operator evidence including geofencing and high-volume direct-response lead gen. The score is pulled down by weak industry/audience relevance: no financial services / subprime lending background and no Spanish-language / US Hispanic market experience, both important-to-preferred for this Harmoney role. WhatsApp mass messaging and SMS lifecycle are not explicitly evidenced, and some recent titles skew Director-level, creating minor operator-vs-advisory doubt.",
"evidence_snippets": [
"20 years of experience in digital paid media... scaling large, multi-million-dollar campaigns",
"Implemented a hyper-local digital strategy utilizing geofencing technology to target potential patients within a 5-mile radius of competitor clinics",
"Drove a 20%+ month-over-month increase in patient conversions",
"optimizing paid social media campaigns (Meta ads) and Google ads... nurture new leads through email marketing via Klaviyo",
"Generated a 50% increase in qualified leads within one quarter",
"Orchestrated high-volume inbound lead acquisition across 20+ digital channels",
"My approach combines strategic insights with hands-on execution, ensuring every dollar is spent effectively.",
"Growth Marketer roles at Juka/TubShroom and Sycamore; 'optimizing paid social media campaigns (Meta ads) and Google ads'; 'geofencing technology to target potential patients within a 5-mile radius'; '20%+ month-over-month increase in patient conversions'"
],
"three_rs": {
"reach": "Multi-channel paid reach across Meta, Google, LinkedIn, TikTok and programmatic, plus geofencing for hyper-local targeting; strong for high-volume lead acquisition but no proven Spanish-language/Hispanic reach.",
"resonate": "Demonstrated messaging/positioning work (revamped sales narratives, value propositions) but no evidence of resonance with subprime credit-building or US Hispanic audiences.",
"react": "Repeated quantified conversion lifts (20%+ MoM, 35% appointments, 50% qualified leads) show ability to drive and optimize response in direct-response funnels."
},
"match_reasons": [
"Hands-on growth marketer with paid media + CRO depth: '20 years of experience in digital paid media' and 'combines strategic insights with hands-on execution'",
"Direct geofencing execution: 'geofencing technology to target potential patients within a 5-mile radius'",
"Quantified conversion optimization in direct-response lead gen: '20%+ month-over-month increase in patient conversions' and '50% increase in qualified leads within one quarter'",
"Meta + Google + email lifecycle execution: 'optimizing paid social media campaigns (Meta ads) and Google ads... email marketing via Klaviyo'",
"Strong tool overlap: 'CRMs (Salesforce, HubSpot, etc)', 'ManyChat', 'A/B testing tools (Optimizely, VWO)'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "erynn_at_ethicagency_com",
"email": "erynn@ethicagency.com",
"name": "Erynn Hart",
"score": 46,
"passes_all_hard": false,
"summary": "Erynn is a B2B content strategist and fractional CMO/consultant whose core strength is SEO-driven content, demand gen, and email marketing for service and ecommerce companies. She has genuine full-funnel planning and CRM (HubSpot) experience, plus strong content-led growth results. However, she is fundamentally a content/demand-gen operator, not a paid-media/performance growth marketer. The role's HARD requirements — Meta paid social scaling (FB/IG/WhatsApp), CRO to lift conversion 10-15% in a high-lead-volume direct-response environment, and a structured US GTM launch for a subprime credit product — are largely unmet by concrete evidence. She has no paid social scaling record, no SMS/WhatsApp mass messaging, no programmatic/geofencing, no financial services/subprime lending background, and no Spanish-language market experience. Multiple hard requirements fail.",
"synthesis_quote": "I'm a B2B content strategist who's spent the last few years helping service-based companies ditch the ad-hoc content chaos and build systems that scale.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 30,
"weight": 25,
"evidence": "roles: Growth Marketer, Content Marketer; skills list has 'Ad Copy (Facebook)' but work history is content/SEO/email-centric with no Meta ad scaling, CRO %, SMS/WhatsApp, programmatic, or fintech evidence",
"rationale": "Several HARD requirements are unmet or only nominally listed. She has full-funnel planning and CRM stand-up experience, but no proven Meta paid-social scaling, no CRO conversion-lift proof in a direct-response funnel, and no subprime/credit GTM launch. Skills such as 'Ad Copy (Facebook)' are listed but never demonstrated in results. This must score low."
},
"functional_expertise": {
"score": 45,
"weight": 20,
"evidence": "'built a demand gen engine from the ground up... 102% growth in organic traffic and $1.3M in inbound revenue'; '400% ROI from email marketing'",
"rationale": "Deep functional expertise exists, but in content/SEO/email/demand-gen — a different lane than the paid-media, performance-growth, direct-response conversion focus this role needs. Strong evidence exists but is largely non-transferable to the role's core function."
},
"industry_audience_relevance": {
"score": 25,
"weight": 12,
"evidence": "industries: Ecommerce, Local Businesses, Marketing Agencies, Services, Software & Tech; subindustries include Insurance, Real Estate — no fintech/subprime lending or credit products",
"rationale": "No financial services, fintech, or subprime lending experience. Audience is largely B2B services/SaaS, not US Hispanic consumer credit. No Spanish-language market evidence. Ecommerce B2C supplement work is the closest, but weakly relevant."
},
"hands_on_execution": {
"score": 60,
"weight": 15,
"evidence": "'content marketing strategy and execution, graphic design, and website updates'; 'managed HubSpot publishing'; 'GTM - Execution' skill",
"rationale": "She is clearly hands-on within content: writes, builds pages, manages HubSpot, executes email. But several engagements are advisory/fractional (workshops, roadmaps, bi-weekly check-ins). Execution is real but in content, not in the paid-media/lifecycle-flow building this role demands."
},
"strategy_and_judgment": {
"score": 65,
"weight": 10,
"evidence": "'Led a marketing strategy workshop to define goals, ICP, positioning'; 'Built a full-funnel content plan mapped to the buyer journey'; 'developed reporting frameworks'",
"rationale": "Solid strategic diagnosis, ICP/positioning, and full-funnel planning judgment. This is a genuine strength, though skewed toward content and demand gen rather than performance-marketing prioritization."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "tools: HubSpot, CRMs (Salesforce, HubSpot), Google Analytics, Google Tag Manager, Email tools (Mailchimp, Klaviyo), Landing page tools (Unbounce), Facebook, Instagram",
"rationale": "Good CRM (HubSpot/Salesforce), analytics, GTM, email, and landing-page tooling — directly relevant to req-009 and infra build. However no ad platform management depth, no SMS/WhatsApp mass tools, no programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 55,
"weight": 6,
"evidence": "'37% YoY increase in email open rates... 60% YoY increase in click-through rates'; 'developed reporting frameworks to track performance'",
"rationale": "Shows KPI ownership and iterative email optimization plus reporting frameworks. But the optimization is engagement/traffic-oriented, not the CPL/CPA/conversion-cycle funnel optimization at high lead volume this role centers on."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $100/hr; location: Canton, Georgia, US",
"rationale": "Active and available, US-based (AMER timezone friendly), $100/hr is within plausible range for the ~$12-15K/month envelope. Soft-fit is reasonable."
}
},
"final_score_rationale": "The dominant driver is a poor hard-requirements fit: this role needs a performance/paid-media growth operator who scales Meta ads, runs SMS/WhatsApp mass messaging and programmatic/geofencing, drives CRO conversion lifts in a high-volume direct-response funnel, and launches a subprime credit product in the US Hispanic market. Erynn's proven track record is content strategy, SEO, demand gen, and email marketing for B2B services and ecommerce — real and strong, but in a different lane. Penalties: no Meta ad scaling proof (req-004), no demonstrated CRO conversion-lift in direct response (req-003), no SMS/WhatsApp/programmatic/geofencing (req-006/007), no fintech/subprime background (req-010), no Spanish-language market experience (req-011). Partial credit for full-funnel planning, HubSpot/CRM stand-up, and email optimization. Her content/demand-gen strength was not transferred to paid-performance dimensions because it is not relevant to this role's core requirements.",
"evidence_snippets": [
"I'm a B2B content strategist who's spent the last few years helping service-based companies ditch the ad-hoc content chaos and build systems that scale.",
"launching a new SEO-optimized website, and building a demand gen engine from the ground up... 102% growth in organic traffic and $1.3M in inbound revenue",
"86% growth in its email marketing list... 400% ROI from email marketing",
"Led a marketing strategy workshop to define goals, ICP, positioning, and key messages",
"Built a full-funnel content plan mapped to the buyer journey",
"tools: HubSpot, CRMs (Salesforce, HubSpot, etc), Google Analytics, Email tools (Mailchimp, Klaviyo, etc)",
"roles: Growth Marketer, Content Marketer; skills list has 'Ad Copy (Facebook)' but work history is content/SEO/email-centric with no Meta ad scaling, CRO %, SMS/WhatsApp, programmatic, or fintech evidence",
"'built a demand gen engine from the ground up... 102% growth in organic traffic and $1.3M in inbound revenue'; '400% ROI from email marketing'"
],
"three_rs": {
"recommend": false,
"reason": "Content/demand-gen specialist, not the paid-media performance growth operator this direct-response subprime-lending role requires.",
"risk": "High risk on core deliverables: no proven Meta ad scaling, CRO conversion lifts, SMS/WhatsApp/programmatic, or fintech/Spanish-market experience."
},
"match_reasons": [
{
"reason": "Full-funnel planning and infrastructure build experience",
"evidence": "built a demand gen engine from the ground up... first scalable content, email, and CRM strategy"
},
{
"reason": "CRM stand-up capability (HubSpot)",
"evidence": "managed HubSpot publishing; tools include CRMs (Salesforce, HubSpot, etc)"
},
{
"reason": "Email lifecycle and optimization",
"evidence": "37% YoY increase in email open rates... 400% ROI from email marketing"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social scaling): No evidence of running or scaling Facebook/Instagram/WhatsApp ad campaigns; 'Ad Copy (Facebook)' is listed as a skill but no paid-social results appear in work history.",
"req-003 (CRO in high-volume direct response): No proven conversion-rate lift, CPL/CPA reduction, or funnel conversion optimization in a direct-response environment; results are organic traffic and email engagement.",
"req-005 (US GTM launch for Credit Elevator): No credit/lending or subprime product launch experience; GTM work is B2B content/demand-gen launches, not a structured consumer-credit go-to-market.",
"req-002 (full-funnel infra from near-zero): Partially met via demand-gen/CRM builds, but centered on content rather than the multi-channel acquisition-to-conversion engine (paid, SMS, WhatsApp, programmatic) this role specifies."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "nprasath2511_at_gmail_com",
"email": "nprasath2511@gmail.com",
"name": "Narayan Prasath",
"score": 59,
"passes_all_hard": false,
"summary": "Narayan is a seasoned full-stack B2B SaaS growth marketer (10+ yrs) with strong CRO, ABM, paid search/social, and GTM chops, plus hands-on execution and CRM/analytics tooling. However, this role is a B2C subprime consumer lending / credit-building brief in a Spanish-language US Hispanic market, requiring high-lead-volume direct-response CRO, Meta scaling (FB/IG/WhatsApp), SMS/WhatsApp mass messaging, programmatic/geofencing, and a consumer credit product launch. His experience is almost entirely B2B enterprise/mid-market SaaS demand gen. Core transferable skills (CRO, funnel building, CRM stand-up, hands-on execution) are real, but audience, channel mix (WhatsApp mass/SMS/geofencing), and industry (subprime consumer lending) are mismatched. Passes some hard requirements in principle but fails on the direct-response consumer CRO context and the Credit Elevator-style consumer product launch, and lacks Spanish-market/consumer lending relevance.",
"synthesis_quote": "A seasoned full-stack B2B SaaS digital marketer with 10+ years of experience... specializes in demand generation and new-customer acquisition.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 45,
"weight": 25,
"evidence": "'experiment-driven CRO and campaign orchestration produced a 4.5× lift in conversions and a 60% reduction in CPL'; but all in enterprise B2B SaaS, no WhatsApp mass/SMS/geofencing or consumer lending.",
"rationale": "Meets CRO, funnel-build, hands-on, and CRM stand-up hard reqs in a B2B enterprise context. Fails on high-lead-volume B2C direct-response CRO, Meta scaling (his Facebook use is minimal/B2B), WhatsApp mass, and a consumer credit product GTM. Several hard requirements are contradicted by the B2B-only orientation."
},
"functional_expertise": {
"score": 72,
"weight": 20,
"evidence": "'building revenue-producing ABM and multi-channel programs, including paid search and paid social... orchestrating end-to-end growth motions tied to qualified pipeline and revenue.'",
"rationale": "Deep, specific growth-marketing expertise: CRO, ABM, SEM/SEO, paid social, attribution, content. Strong function, but heavily weighted to B2B enterprise demand gen rather than B2C acquisition-conversion at scale."
},
"industry_audience_relevance": {
"score": 20,
"weight": 12,
"evidence": "Industries: 'Marketing Agencies, Services, Software & Tech'; audiences skew B2B enterprise fleets, insurers, IT buyers. No fintech/subprime/consumer lending or Spanish-language experience.",
"rationale": "Major mismatch: role is B2C subprime consumer lending / credit-building in the US Hispanic / Puerto Rico market. Candidate has no financial services, consumer credit, or Spanish-market evidence."
},
"hands_on_execution": {
"score": 80,
"weight": 15,
"evidence": "'hands-on with creative and copy to craft conversion assets'; 'Stood up a brand new website on Framer... including content, design and development'; 'Basic ad setup, testing, and optimization.'",
"rationale": "Clearly an operator who personally builds, ships, and optimizes across campaigns, landing pages, email, and creative. Strong hands-on evidence, though channels differ from the role."
},
"strategy_and_judgment": {
"score": 72,
"weight": 10,
"evidence": "'Developed GTM strategy and experimentation plan across Google Ads, Reddit, and Meta, covering high-intent capture, competitor conquesting, retargeting.'",
"rationale": "Good diagnosis, prioritization, GTM planning, and testing judgment. Applied to B2B SaaS launches, but the strategic thinking is transferable."
},
"tool_platform_fit": {
"score": 68,
"weight": 8,
"evidence": "'hands-on with HubSpot and Salesforce'; tools include 'Email tools (Mailchimp, Klaviyo)', 'Facebook', 'Google Analytics', 'A/B testing tools (Optimizely, VWO).'",
"rationale": "Strong overlap on CRM (HubSpot/Salesforce), analytics/GTM, A/B testing, email, and Meta/Facebook. Missing SMS/WhatsApp mass messaging and programmatic/geofencing platforms the role emphasizes."
},
"measurement_optimization": {
"score": 82,
"weight": 6,
"evidence": "'Created multi-touch attribution report tying campaign performance with revenue pipeline on Hubspot'; 'Reduced CPC by 15%'; '60% reduction in CPL.'",
"rationale": "Excellent measurement, attribution, and optimization track record with concrete CPL/CPC/conversion metrics, directly relevant to the CPL/CPA reduction goals."
},
"availability_budget_fit": {
"score": 80,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $65/hr'; 'has_availability: true'; 'status: active'; location Tamil Nadu, IN.",
"rationale": "Active and available at a low rate that fits budget comfortably. IN timezone may complicate real-time CEO collaboration in Miami, but budget/availability are soft and favorable."
}
},
"final_score_rationale": "Biggest drivers: strong, specific CRO and measurement track record (4.5x conversions, 60% CPL reduction), genuine hands-on execution, and solid HubSpot/Salesforce/analytics tooling. Biggest penalties: the role is a B2C subprime consumer-lending, Spanish-language, high-lead-volume direct-response brief, and virtually all of Narayan's proof is B2B enterprise/mid-market SaaS demand gen and ABM. He lacks Meta scaling at consumer volume, WhatsApp mass/SMS lifecycle, programmatic/geofencing, and any financial services / consumer credit / Hispanic-market experience. These gaps fail multiple hard requirements in context, so passes_all_hard is false and the industry/audience dimension is very low.",
"evidence_snippets": [
"A seasoned full-stack B2B SaaS digital marketer with 10+ years of experience... specializes in demand generation and new-customer acquisition.",
"experiment-driven CRO and campaign orchestration produced a 4.5× lift in conversions and a 60% reduction in CPL",
"hands-on with HubSpot and Salesforce; well-equipped with modern CRM/prospecting OS such as Attio and Clay",
"Created multi-touch attribution report tying campaign performance with revenue pipeline on Hubspot",
"Developed GTM strategy and experimentation plan across Google Ads, Reddit, and Meta",
"ABM email programs targeting enterprise and Fortune 500 accounts; supported complex, multi-stakeholder sales cycles.",
"'experiment-driven CRO and campaign orchestration produced a 4.5× lift in conversions and a 60% reduction in CPL'; but all in enterprise B2B SaaS, no WhatsApp mass/SMS/geofencing or consumer lending.",
"'building revenue-producing ABM and multi-channel programs, including paid search and paid social... orchestrating end-to-end growth motions tied to qualified pipeline and revenue.'"
],
"three_rs": {
"recommend": "Consider only if the client will accept a B2B-trained operator willing to reskill into B2C direct-response consumer lending; otherwise not a fit.",
"reservations": "Almost entirely B2B enterprise/mid-market SaaS ABM demand gen; no subprime/fintech/consumer lending, no Spanish-language/US Hispanic market, no WhatsApp mass/SMS lifecycle or programmatic/geofencing at scale, and Meta usage is B2B-lite. IN timezone vs Miami CEO.",
"risks": "High risk of misfit: consumer direct-response CRO, high-volume lead nurturing, and Spanish-market GTM are core to hitting 10-15% conversion lift and 300->500+ sales, and the candidate has not demonstrated these."
},
"match_reasons": [
{
"reason": "Proven CRO and CPL reduction results",
"evidence": "'4.5× lift in conversions and a 60% reduction in CPL'"
},
{
"reason": "Hands-on operator across build, copy, design, campaigns",
"evidence": "'balancing strategy with sleeves-rolled-up execution'; 'Stood up a brand new website on Framer... content, design and development'"
},
{
"reason": "Can stand up CRM/marketing automation from scratch",
"evidence": "'hands-on with HubSpot and Salesforce'; 'Upgraded their MarTechStack from Marketo to ActiveCampaign'"
},
{
"reason": "GTM strategy + execution experience",
"evidence": "'Developed GTM strategy and experimentation plan across Google Ads, Reddit, and Meta'"
}
],
"hard_fail_reasons": [
"req-003 (CRO in high-lead-volume B2C direct-response): CRO proof exists but is entirely in B2B enterprise SaaS long sales cycles, not consumer direct-response at ~3,000 leads/month.",
"req-004 (Meta FB/IG/WhatsApp scaling): Facebook/Instagram listed but no evidence of scaling Meta as a primary consumer acquisition channel; Meta usage is minor and B2B-oriented; no WhatsApp.",
"req-005 (US GTM for Credit Elevator consumer credit product): All launches are B2B SaaS products (insurance tech, fleet AI, data management); no consumer financial/credit product launch experience.",
"req-010 (financial services / subprime lending): No fintech, consumer lending, or subprime experience anywhere in the profile."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "nikhil_at_nikhilrao_io",
"email": "nikhil@nikhilrao.io",
"name": "Nikhil Rao",
"score": 82,
"passes_all_hard": true,
"summary": "Nikhil is a hands-on paid acquisition operator with strong direct-response, funnel-building, and fintech-adjacent experience. He personally scaled ad spend and maintained CAC at multiple companies, built new digital channels from near-zero at a fintech neobank (Avant), ran Meta ads under special ad categories (directly relevant to lending compliance), managed programmatic/geofencing, and stood up martech/reporting infrastructure. He plausibly satisfies every HARD requirement, though his profile shows lighter direct evidence of a formal US GTM product launch and less on WhatsApp/SMS mass messaging and Spanish-language market work.",
"synthesis_quote": "Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"rationale": "Satisfies all five HARD requirements with concrete proof: hands-on operator, full-funnel infrastructure build from near-zero, CRO/CAC management, Meta ads (incl. compliance-sensitive special ad categories relevant to lending), and product launch experience. GTM launch evidence is product-launch adjacent rather than a formal branded US mainland launch, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'.",
"rationale": "Deep, specific paid search + paid social growth expertise with repeated proof of scaling spend while holding CAC and lifting lead volume — the core function of this role."
},
"industry_audience_relevance": {
"score": 78,
"weight": 12,
"evidence": "'Avant, a fintech neobank'; 'integrating technology with financial services products'; Zacks Investment Research (financial services) — 'his potential value to marketing teams within the financial services sector'.",
"rationale": "Strong financial services / fintech background (Avant neobank, Zacks investment research), directly relevant to a subprime lending/credit product. No explicit subprime lending or Spanish-language/US Hispanic audience evidence, which are relevant here."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "'His tactics included the optimization of keywords, refinement of ad copy, and improvement of website creative elements'; 'constructed a series of ads'; 'built out the SQL for custom reporting'; 'architecting a site redesign onto a new Shopify template'.",
"rationale": "Clearly an operator who personally builds, optimizes, writes, and ships. Strong fit for a role that needs execution, not just direction."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'devised a marketing strategy that applied B2C digital marketing techniques to Pillar Booth's primarily offline B2B vertical'; 'developed a reporting framework that articulated their value to stakeholders'.",
"rationale": "Demonstrates diagnosis, channel prioritization, and translating business goals into acquisition strategy across multiple engagements."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools include 'CRMs (Salesforce, HubSpot, etc)', 'Google Analytics', 'Landing page tools (Instapage, Unbounce)', 'A/B testing tools (Optimizely, VWO)'; worked with 'CMS, DMP, and Rockerbox for reporting'.",
"rationale": "Strong overlap with role's implied stack (HubSpot/Salesforce CRM stand-up, landing page/CRO tools, analytics). Meta and programmatic platforms directly used."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "'maintaining the target cost per acquisition and lead quality'; 'A creative testing framework... resulted in a higher click-through rate'; 'developed a reporting framework'; '70% the CAC of the traditional marketing channels'.",
"rationale": "Consistent, quantified evidence of KPI ownership, experimentation, attribution, and iterative optimization — core to the CRO/CPL/CPA goals."
},
"availability_budget_fit": {
"score": 88,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $75/hr', location Chicago (US, compatible timezone).",
"rationale": "Active, available, US-based, and rate is comfortably within the ~$12-15K/month envelope for a full-funnel engagement."
}
},
"final_score_rationale": "The biggest score drivers are his repeatedly proven, quantified paid acquisition and CRO execution (scaling spend while holding CAC, +300% lead volume, 70% CAC digital prescreen) and directly relevant fintech/financial-services experience at Avant and Zacks — including Meta special ad category compliance that maps to lending. He is a genuine operator who builds infrastructure and reporting from near-zero. Penalties: lighter direct evidence on WhatsApp/SMS mass messaging, no explicit Spanish-language/US Hispanic market experience (a preferred fit that matters for this Puerto Rico/Miami audience), and product-launch experience that is adjacent to but not a formal US mainland GTM launch. These keep him strong rather than exceptional.",
"evidence_snippets": [
"Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"managing Facebook ads within special ad categories, ensuring compliance and effectiveness through precise campaign construction.",
"scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition and lead quality.",
"increased lead volume by 300% for the company's subscription products.",
"establishment and scaling of new digital channels, including paid search, paid social, and email syndication.",
"Managed the SEM, Programmatic, Display, and PPC channels for Boeing.",
"'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'."
],
"three_rs": {
"role_fit": "Strong fit as a hands-on full-funnel growth/performance operator in a fintech direct-response context.",
"risk": "Limited proof of WhatsApp/SMS mass messaging, Spanish-language market, and formal branded US GTM launch.",
"reward": "Repeatedly scaled spend while holding CAC and grew lead volume, with fintech compliance and martech build experience."
},
"match_reasons": [
"Fintech/financial services growth experience at Avant neobank and Zacks - 'integrating technology with financial services products'",
"Hands-on scaling with CAC discipline - 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'",
"Meta ads under lending-relevant special ad categories - 'managing Facebook ads within special ad categories, ensuring compliance'",
"Built new digital channels from near-zero - 'standing up and scaling the digital acquisition channels'",
"Programmatic/geofencing experience - 'implemented geo-targeting' and 'Managed the SEM, Programmatic, Display... channels'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "eganjover_at_gmail_com",
"email": "eganjover@gmail.com",
"name": "Egan Jover",
"score": 43,
"passes_all_hard": false,
"summary": "Egan is a specialist email/lifecycle marketer with deep ESP/CRM execution chops (Klaviyo, Braze, Iterable, ActiveCampaign, Attentive) across Disney+, Apple TV+, HBO Max, Spanx and ecommerce/SMB clients. That expertise maps to only one slice of this role (email/SMS lifecycle). He shows no evidence of Meta paid social, CRO in a direct-response funnel, US GTM product launch, programmatic/geofencing, paid search, or full-funnel growth ownership. He is an email operator, not a full-funnel growth marketer, so he fails multiple HARD requirements.",
"synthesis_quote": "Email marketer with experience in technical setups for email service providers such as Klaviyo, ActiveCampaign, Iterable and many more. Focused on maintaining high deliverability scores and above industry average engagement metrics.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 20,
"weight": 25,
"evidence": "Roles: Email Marketer, Marketer in Residence. Skills center on 'Lifecycle campaigns & strategy', 'Email deliverability', 'SMS marketing' — no Meta ads, CRO, or GTM launch.",
"rationale": "Fails req-001 (full-funnel growth operator — he is an email specialist), req-003 (no CRO/CPL/CPA direct-response proof), req-004 (no Meta paid social), and req-005 (no product GTM launch). Partial fit on req-002 (ESP/CRM stand-up) and req-006 (email/SMS)."
},
"functional_expertise": {
"score": 45,
"weight": 20,
"evidence": "'Constructing complex user journeys within Apple's home-grown tools' and 'Built and maintained many high-traffic-volume automated canvases such as Winback, Abandoned Cart, and Re-Subscription flows.'",
"rationale": "Deep expertise, but in email/lifecycle — a narrow lane relative to a full-funnel growth mandate spanning paid acquisition, CRO, and GTM. Core growth function is largely absent."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Media, Software & Tech; clients Disney+, Apple, HBO Max, Spanx, collectibles retailer.",
"rationale": "No financial services / fintech / subprime lending experience (req-010). B2C consumer reach exists but not in a regulated credit/lending context. No Spanish-language/Hispanic market evidence (req-011)."
},
"hands_on_execution": {
"score": 70,
"weight": 15,
"evidence": "'Built and created many emails with HTML/CSS, developing new templates with Braze' and 'Built integrations w/ their site & ActiveCampaign to ingest users and serve automated emails.'",
"rationale": "Clearly a hands-on operator who personally builds flows, templates, and integrations — but only within email/SMS, not the full acquisition-to-conversion engine the role needs."
},
"strategy_and_judgment": {
"score": 45,
"weight": 10,
"evidence": "'Providing leadership on best practices around audience targeting and segmentation strategies' and 'Audit existing tools and identify gaps' at Spanx.",
"rationale": "Shows channel-level strategic judgment for lifecycle/CRM, but no evidence of full-funnel GTM planning, budget allocation across paid channels, or launching a new product."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "Tools: Klaviyo, Attentive (SMS), Braze, Iterable, ActiveCampaign, Salesforce, Google Analytics.",
"rationale": "Strong on ESP/SMS and has Salesforce + GA exposure (relevant to CRM stand-up req-009). But no ad platforms (Meta Ads Manager, Google Ads), programmatic DSPs, or geofencing tools the role emphasizes."
},
"measurement_optimization": {
"score": 55,
"weight": 6,
"evidence": "'Used personalization and A/B tests to boost performance - Drove 12% MoM revenue growth' and 'Email marketing analytics', 'A/B testing'.",
"rationale": "Solid A/B testing and email KPI ownership with a quantified revenue lift, but measurement is confined to email; no CPL/CPA/funnel-conversion optimization across paid channels."
},
"availability_budget_fit": {
"score": 75,
"weight": 4,
"evidence": "status: active, has_availability: true, location North Hollywood CA (AMER), preferred_hourly_pay_rate: $75/hr.",
"rationale": "Available, US-based/AMER timezone friendly, and rate is well within the ~$12-15K/month all-in range. Fit is fine on soft engagement terms."
}
},
"final_score_rationale": "The score is driven down by HARD requirement failures: no evidence of Meta paid social (req-004), no CRO/direct-response conversion optimization (req-003), no US product GTM launch (req-005), and a specialist-not-full-funnel profile (req-001). His genuine strengths — hands-on lifecycle/email execution, ESP/CRM stand-up, and A/B testing — cover only the email/SMS slice (req-006) of a much broader growth mandate. Availability and rate fit well but carry little weight. The lack of financial services/fintech and Spanish-language experience further limits industry relevance. Strong email chops do not transfer to a full-funnel paid-acquisition growth role.",
"evidence_snippets": [
"Email marketer with experience in technical setups for email service providers such as Klaviyo, ActiveCampaign, Iterable and many more.",
"Constructing complex user journeys within Apple's home-grown tools to deliver on-device notifications, messages, offers and communications that drive activation, engagement and revenue",
"Built and maintained many high-traffic-volume automated canvases such as Winback, Abandoned Cart, and Re-Subscription flows",
"Used personalization and A/B tests to boost performance - Drove 12% MoM revenue growth",
"Built integrations w/ their site & ActiveCampaign to ingest users and serve automated emails. Maintained high deliverability via GPMT.",
"roles: Email Marketer, Marketer in Residence, XM Vetter",
"Email marketer with experience in technical setups for email service providers such as Klaviyo, ActiveCampaign, Iterable and many more. Focused on maintaining high deliverability scores and above industry average engagement metrics.",
"Roles: Email Marketer, Marketer in Residence. Skills center on 'Lifecycle campaigns & strategy', 'Email deliverability', 'SMS marketing' — no Meta ads, CRO, or GTM launch."
],
"three_rs": {
"reach": "Email/SMS lifecycle only — via Klaviyo, Attentive, Braze, Iterable. No paid acquisition reach (Meta, Google, programmatic/geofencing), which are core to this role.",
"resonance": "Strong messaging/segmentation/personalization craft (dynamic content, A/B testing, HTML/CSS templates), but tuned for retention/lifecycle rather than direct-response subprime lending audiences.",
"results": "Documented 12% MoM revenue growth and deliverability/engagement gains within email — but no CPL/CPA reduction, conversion-rate lift, or sales-growth metrics tied to a full funnel."
},
"match_reasons": [
{
"reason": "Hands-on lifecycle/email operator who personally builds flows and integrations",
"evidence": "Built and maintained many high-traffic-volume automated canvases such as Winback, Abandoned Cart, and Re-Subscription flows"
},
{
"reason": "Email/SMS mass lifecycle messaging capability (partial req-006 fit)",
"evidence": "SMS marketing; tools include Attentive (SMS), Klaviyo, Braze"
},
{
"reason": "ESP/CRM stand-up and migration experience (partial req-009 fit)",
"evidence": "ESP migration / new account set up; Salesforce in tool list; 'Audit existing tools and identify gaps'"
}
],
"hard_fail_reasons": [
"req-001 (Hands-on full-funnel growth marketer): Profile is an email/lifecycle specialist (roles: Email Marketer), with no evidence of owning strategy + execution across the full acquisition-to-conversion funnel.",
"req-003 (CRO): No evidence of conversion rate optimization, CPL/CPA reduction, or funnel diagnosis in a direct-response environment; measurement is email-only.",
"req-004 (Meta paid social): No Meta/Facebook/Instagram/WhatsApp ads experience anywhere in the profile.",
"req-005 (US GTM launch for Credit Elevator): No product go-to-market launch experience; work is campaign/lifecycle execution for existing brands."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "nnatale001_at_gmail_com",
"email": "nnatale001@gmail.com",
"name": "Nick Natale",
"score": 0,
"passes_all_hard": false,
"summary": "Excluded by deterministic hard screen: Profile status is inactive.",
"synthesis_quote": "Candidate was not sent to the LLM evaluator because a deterministic hard screen fired.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 0,
"weight": 25,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"functional_expertise": {
"score": 0,
"weight": 20,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"industry_audience_relevance": {
"score": 0,
"weight": 12,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"hands_on_execution": {
"score": 0,
"weight": 15,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"strategy_and_judgment": {
"score": 0,
"weight": 10,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"tool_platform_fit": {
"score": 0,
"weight": 8,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"measurement_optimization": {
"score": 0,
"weight": 6,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"availability_budget_fit": {
"score": 0,
"weight": 4,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
}
},
"final_score_rationale": "Deterministic hard screen fired: Profile status is inactive.",
"evidence_snippets": [
"---\n# Identity\nemail: \"nnatale001@gmail.com\"\nname: Nick Natale\nwebsite_url: \"\"\nlocation: WEBSTER, New York, US\npreferred_hourly_pay_rate: $65/hr\n\n# Status (live from Neon)\nstatus: inactive\nhas_availability: true\nonboarded_at: 2021-09-02\n\n# Classifications (live from Neon)\nroles:\n - Email Marketer\n "
],
"three_rs": {
"recency": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "---\n# Identity\nemail: \"nnatale001@gmail.com\"\nname: Nick Natale\nwebsite_url: \"\"\nlocation: WEBSTER, New York, US\npreferred_hourly_pay_rate: $65/hr\n\n# Status (live from Neon)\nstatus: inactive\nhas_availab"
},
"relevance": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "Profile status is inactive."
},
"reputation": {
"score": 0,
"evidence": "Not evaluated",
"detail": "Candidate was excluded before LLM evaluation."
}
},
"match_reasons": [],
"hard_fail_reasons": [
"Profile status is inactive."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "oherschmann_at_gmail_com",
"email": "oherschmann@gmail.com",
"name": "Ori Herschmann",
"score": 0,
"passes_all_hard": false,
"summary": "Excluded by deterministic hard screen: Profile status is inactive.",
"synthesis_quote": "Candidate was not sent to the LLM evaluator because a deterministic hard screen fired.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 0,
"weight": 25,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"functional_expertise": {
"score": 0,
"weight": 20,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"industry_audience_relevance": {
"score": 0,
"weight": 12,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"hands_on_execution": {
"score": 0,
"weight": 15,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"strategy_and_judgment": {
"score": 0,
"weight": 10,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"tool_platform_fit": {
"score": 0,
"weight": 8,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"measurement_optimization": {
"score": 0,
"weight": 6,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"availability_budget_fit": {
"score": 0,
"weight": 4,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
}
},
"final_score_rationale": "Deterministic hard screen fired: Profile status is inactive.",
"evidence_snippets": [
"---\n# Identity\nemail: \"oherschmann@gmail.com\"\nname: Ori Herschmann\nwebsite_url: \"\"\nlocation: Palo Alto, California, US\npreferred_hourly_pay_rate: $125/hr\n\n# Status (live from Neon)\nstatus: inactive\nhas_availability: true\nonboarded_at: 2021-08-02\n\n# Classifications (live from Neon)\nroles:\n - Growth "
],
"three_rs": {
"recency": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "---\n# Identity\nemail: \"oherschmann@gmail.com\"\nname: Ori Herschmann\nwebsite_url: \"\"\nlocation: Palo Alto, California, US\npreferred_hourly_pay_rate: $125/hr\n\n# Status (live from Neon)\nstatus: inactive\nha"
},
"relevance": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "Profile status is inactive."
},
"reputation": {
"score": 0,
"evidence": "Not evaluated",
"detail": "Candidate was excluded before LLM evaluation."
}
},
"match_reasons": [],
"hard_fail_reasons": [
"Profile status is inactive."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "sam_at_bravemedia_com",
"email": "sam@bravemedia.com",
"name": "Sam Omidi",
"score": 59,
"passes_all_hard": false,
"summary": "Sam is a seasoned full-funnel growth marketer/CMO with 23 years of experience scaling D2C, B2B, and B2B2C brands, with strong proof in CRO, lifecycle (email/SMS), marketing infrastructure build-out, and CDP/martech stand-up. He has repeatedly built acquisition-to-conversion engines from near-zero, lifted conversion rates well beyond 10-15%, and reduced CAC substantially. However, his experience is dominated by ecommerce/luxury/wellness/tech, not financial services/subprime lending, and his channel proof is concentrated in email/SMS/CRO with only generic Meta and no WhatsApp mass-messaging, programmatic/geofencing, or Spanish-language market evidence. He also skews senior/CMO-level, which raises a modest hands-on operator flag though his growth-marketer engagements show real execution.",
"synthesis_quote": "Integrated multi-variate testing & best-practice CRO to improve their conversion rate from below 1% to over 2.9%.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "Growth Marketer at Indochino: 'Increased conversion rates by 47% via funnel optimization'; Rocky Health: 'Rebuilt their marketing infrastructure during company restructure... Created lifecycle flows'; tools include CRMs (Salesforce, HubSpot).",
"rationale": "Strong on hands-on growth (req-001), full-funnel build from near-zero (req-002), and CRO (req-003). But Meta proof (req-004) is generic ('conversion and lead generation campaigns on Google and Meta' plus tool tag 'Facebook'), with no WhatsApp ads. No evidence of a structured product GTM launch analogous to Credit Elevator in a lending context (req-005). Because req-004 and req-005 lack concrete proof, hard requirements are not fully met."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'implemented CDP-driven lifecycle marketing, optimized performance campaigns with hyper-targeting, and enhanced conversion funnels through UX improvements and A/B testing'; 'sophisticated lifecycle email/SMS automations'.",
"rationale": "Deep, specific growth/lifecycle/CRO expertise across multiple engagements with quantified funnel and retention outcomes. Very strong for the core growth-operator function."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: 'Ecommerce, Local Businesses, Marketing Agencies, Media, Services, Software & Tech'; brands like VeSync/COSORI, Harry Rosen (luxury), Circufiber (wellness), Exo (medical imaging).",
"rationale": "No financial services, fintech, or subprime lending experience (req-010) and no Spanish-language/US Hispanic market evidence (req-011). Circufiber notes a 'regulated industry' but that is supplements, not credit/lending. Audience relevance to a subprime credit product is weak."
},
"hands_on_execution": {
"score": 72,
"weight": 15,
"evidence": "Growth Marketer roles show personal execution: 'Developed dynamic, A/B tested landing pages', 'Created sophisticated lifecycle email/SMS automations', 'Integrated multi-variate testing & best-practice CRO'.",
"rationale": "Growth-marketer engagements demonstrate real building and optimizing. However several recent titles are CMO/Fractional CMO emphasizing team-building and leading 8-person teams, so there is some advisory/delegation skew that tempers a pure-operator score."
},
"strategy_and_judgment": {
"score": 85,
"weight": 10,
"evidence": "'begins each engagement by conducting deep-dive analyses of target personas, competitive landscapes, and customer journeys'; Circufiber 'Audited true CAC across channels, revealing inefficiencies'.",
"rationale": "Excellent diagnosis, prioritization, and translation of business goals into channel plans and unit-economics fixes; clear judgment on where growth comes from."
},
"tool_platform_fit": {
"score": 74,
"weight": 8,
"evidence": "Tools: 'CRMs (Salesforce, HubSpot, etc)', 'HubSpot', 'Klaviyo', 'Google Analytics', 'Google Tag Manager', 'Segment', 'Facebook', 'Instagram', A/B testing and session replay tools.",
"rationale": "Strong CRM/automation stand-up fit (HubSpot/Salesforce, req-009) and analytics/CRO tooling. Missing programmatic/geofencing platforms and WhatsApp Business tooling; Google/Meta tools present but not deeply demonstrated."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "'Implemented attribution modeling'; 'Reduced blended CAC from $330 to $85'; 'improve their conversion rate from below 1% to over 2.9%'; 'Implemented TripleWhale for enhanced attribution'.",
"rationale": "Outstanding measurement, attribution, and iterative optimization with quantified CAC/conversion outcomes directly matching the role's CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "'has_availability: true'; 'preferred_hourly_pay_rate: $150/hr'; 'location: Vancouver, British Columbia, CA'.",
"rationale": "Available and AMER-timezone-friendly. At $150/hr, a full-scope build engagement could exceed the ~$12-15K/month all-in soft target; rate is a mild concern but not a hard fail."
}
},
"final_score_rationale": "Biggest score drivers: exceptional CRO/measurement track record (below 1% to 2.9% conversion, CAC $330 to $85), deep lifecycle email/SMS expertise, and repeated near-zero marketing-infrastructure/CDP/CRM builds that map directly to the role's core growth-operator and funnel-build requirements. Biggest penalties: no financial services/fintech/subprime lending background and no Spanish-language/US Hispanic market experience (both important/preferred and central to Harmoney's audience); thin, generic Meta evidence with no WhatsApp mass-messaging; and absent programmatic/geofencing proof. His strongest lane (D2C ecommerce/luxury/wellness) is not transferable credit for lending-specific GTM. He does not clearly pass all HARD requirements because Meta scaling (req-004) and the Credit Elevator-style structured product GTM in a lending context (req-005) lack concrete evidence.",
"evidence_snippets": [
"Integrated multi-variate testing & best-practice CRO to improve their conversion rate from below 1% to over 2.9%.",
"Reduced blended CAC from $330 to $85",
"Rebuilt their marketing infrastructure during company restructure... Created lifecycle flows, quiz personalization, integrated Northbeam attribution.",
"implemented CDP-driven lifecycle marketing, optimized performance campaigns with hyper-targeting, and enhanced conversion funnels through UX improvements and A/B testing",
"Advanced email and SMS marketing automation",
"High-impact conversion and lead generation campaigns on Google and Meta platforms",
"Growth Marketer at Indochino: 'Increased conversion rates by 47% via funnel optimization'; Rocky Health: 'Rebuilt their marketing infrastructure during company restructure... Created lifecycle flows'; tools include CRMs (Salesforce, HubSpot).",
"'implemented CDP-driven lifecycle marketing, optimized performance campaigns with hyper-targeting, and enhanced conversion funnels through UX improvements and A/B testing'; 'sophisticated lifecycle email/SMS automations'."
],
"three_rs": {
"reach": "Multi-channel reach via email, SMS, and paid social (Google/Meta), plus SEO/content and influencer/UGC; but no demonstrated WhatsApp mass-messaging, programmatic/geofencing, or Spanish-language channels central to Harmoney.",
"resonance": "Strong persona research, journey mapping, and AI-driven personalization drive resonance, but all in ecommerce/luxury/wellness contexts—no subprime credit-builder or US Hispanic audience resonance evidence.",
"reaction": "Excellent conversion-driving reaction proof: 47% conversion lift, sub-1% to 2.9% CRO, 3-4x CAC reductions, and quantified LTV/AOV gains that align with Harmoney's conversion and CPL/CPA goals."
},
"match_reasons": [
{
"reason": "Proven CRO and funnel optimization exceeding the 10-15% conversion lift target",
"evidence": "'Increased conversion rates by 47% via funnel optimization and UX enhancements'"
},
{
"reason": "Builds full marketing infrastructure and CRM/automation from near-zero",
"evidence": "'Restructured marketing tech stack including CDP, lifecycle automation, and multi-channel acquisition'"
},
{
"reason": "Hands-on lifecycle email/SMS execution matching desired channel expansion",
"evidence": "'Created sophisticated lifecycle email/SMS automations'"
},
{
"reason": "Strong CAC reduction and attribution rigor aligned to CPL/CPA goals",
"evidence": "'Reduced blended CAC from $330 to $85' and 'Implemented TripleWhale for enhanced attribution modeling'"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social incl. WhatsApp): Only generic mention of 'lead generation campaigns on Google and Meta platforms' and a 'Facebook' tool tag; no evidence of scaling Meta ads or any WhatsApp advertising.",
"req-005 (US GTM launch for Credit Elevator): Has 'New product launch' skill and ecommerce launches, but no structured US mainland go-to-market launch for a financial/credit product; not demonstrated in a comparable context.",
"req-010 (Financial services/subprime lending) and req-011 (Spanish-language/US Hispanic market): No experience in fintech/subprime lending or Spanish-language markets, which are important-to-preferred and core to this audience."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "thuphamnelson_at_blankbrief_com",
"email": "thuphamnelson@blankbrief.com",
"name": "Thu Nelson",
"score": 59,
"passes_all_hard": false,
"summary": "Thu Nelson is a technically strong lifecycle/email and growth-product marketer with deep CRM/ESP implementation skills (HubSpot, Braze, Klaviyo, Salesforce), real CRO/experimentation chops, and hands-on execution across email/SMS and landing pages. She can clearly build marketing infrastructure and stand up CRM/automation from near-zero, and she has GTM/product-launch experience. However, the profile shows almost no evidence of running/scaling Meta paid social (a HARD requirement), no clear paid-search/programmatic/geofencing scaling, and no financial services/subprime lending or Spanish-language/US-Hispanic market experience. Her core center of gravity is lifecycle/email and growth-product management, not the multi-channel paid-acquisition, direct-response funnel the role demands. She fails multiple HARD requirements.",
"synthesis_quote": "Technical Growth Marketer with 9 year track record... building and scaling 3 marketing technology platforms... resulting in over $45MM in revenue",
"weighted_scores": {
"hard_requirements_fit": {
"score": 40,
"weight": 25,
"evidence": "Facebook and Instagram listed as tools but no work-history evidence of running/scaling Meta ads; no financial services/subprime, no programmatic/geofencing; strong on CRM stand-up: 'Single-handedly set up Braze instance... from initial data model design to first campaign launch in 3 weeks.'",
"rationale": "Meets infrastructure-build and CRO hard reqs but fails Meta paid social, Credit Elevator/US GTM in a lending context, and shows no paid-acquisition direct-response engine. Multiple HARD reqs unmet."
},
"functional_expertise": {
"score": 62,
"weight": 20,
"evidence": "'Lifecycle campaigns & strategy', 'CRO - Website', 'CRO - Marketing channel', 'Behavioral scoring model... auto-route high-intent leads (scores >85) to sales'.",
"rationale": "Deep expertise in lifecycle/email, CRM implementation, and personalization; but the role's core is multi-channel paid growth and full-funnel direct response acquisition, where evidence is thin. Strength is in an adjacent lane."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: Ecommerce, Marketplaces, Media, Software & Tech; clients Best Buy, Sephora, Etsy, Care.com. No financial services/fintech/subprime lending, no Spanish-language/Hispanic market.",
"rationale": "No fintech/lending or Spanish-language/US-Hispanic audience experience relevant to Harmoney's subprime credit product and PR/Miami market. B2C ecommerce/marketplace adjacency is only weakly transferable."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'Hand-coded 12 responsive email templates', 'Built manual integration using Python + Google Sheets', 'Developed 15 Liquid-powered dynamic content blocks'.",
"rationale": "Clearly a hands-on operator who personally builds, codes, and ships. Strong operator signal, though concentrated in lifecycle/email/CRM rather than paid channels."
},
"strategy_and_judgment": {
"score": 70,
"weight": 10,
"evidence": "'Crafted and executed an internal GTM strategy for Personalization API as a Service', 'Introduced predictive spend and Lifetime Value (LTV) modeling'.",
"rationale": "Demonstrates diagnosis, GTM planning, segmentation strategy, and testing judgment. Reasonable strategic capability, though GTM examples are internal/product-platform, not consumer paid-acquisition launches."
},
"tool_platform_fit": {
"score": 72,
"weight": 8,
"evidence": "Tools include HubSpot, Salesforce, Klaviyo, Braze, Attentive (SMS), Google Analytics, Google Tag Manager, Segment, Zapier.",
"rationale": "Excellent CRM/ESP/SMS/analytics stack fit for the automation stand-up and lifecycle work. Missing depth on ad platforms (Meta Ads Manager, Google Ads, programmatic DSPs) that the role emphasizes."
},
"measurement_optimization": {
"score": 75,
"weight": 6,
"evidence": "'8.3% demo booking rate and 65% SQL acceptance rate', 'A/B testing', 'Testing framework', 'reduced manual work from 2 days → 4 hours', '39% engagement lift'.",
"rationale": "Strong measurement, experimentation, and KPI ownership with concrete metrics, applicable to CRO and funnel diagnosis."
},
"availability_budget_fit": {
"score": 80,
"weight": 4,
"evidence": "'status: onboarded', 'has_availability: true', 'preferred_hourly_pay_rate: $75/hr', US-based (Minneapolis).",
"rationale": "Available, onboarded, US-based, and rate is well within the ~$12-15K/month all-in budget envelope. Timezone workable with Miami."
}
},
"final_score_rationale": "Biggest drivers: strong hands-on execution (codes templates, builds integrations), excellent CRM/ESP/automation stand-up ability from near-zero (Braze/HubSpot/Klaviyo), and solid measurement/CRO signals. Biggest penalties: fails multiple HARD requirements — no demonstrated Meta paid social scaling (req-004), no US GTM launch in a lending/credit context and no financial-services/subprime experience (req-005, req-010), and no programmatic/geofencing or Spanish-language market evidence. Her strength is lifecycle/email and growth-product management, an adjacent lane that only partially matches this multi-channel paid-acquisition, direct-response growth role. Because HARD reqs are unmet, passes_all_hard is false and the overall score is capped in the mid-range.",
"evidence_snippets": [
"Single-handedly set up Braze instance for sustainable fashion startup, from initial data model design to first campaign launch in 3 weeks.",
"Behavioral scoring model: Tracked email opens, website behavior, content downloads to auto-route high-intent leads (scores >85) to sales",
"Crafted and executed an internal GTM strategy for Personalization API as a Service",
"Segmented a 3,000-contact database into agent and investor groups, creating tailored campaigns",
"Hand-coded 12 responsive email templates optimized for dark mode, achieving 47% open rates",
"Specializes in personalization, search, and recommendations by utilizing growth experimentation, customer analytics, and AI/ML modeling",
"Technical Growth Marketer with 9 year track record... building and scaling 3 marketing technology platforms... resulting in over $45MM in revenue",
"Facebook and Instagram listed as tools but no work-history evidence of running/scaling Meta ads; no financial services/subprime, no programmatic/geofencing; strong on CRM stand-up: 'Single-handedly set up Braze instance... from initial data model design to first campaign launch in 3 weeks.'"
],
"three_rs": {
"reach": "Weak: no evidence of Meta paid social, paid search, programmatic, or geofencing at scale. Reach/acquisition channels are the role's core and are largely absent from her work history.",
"resonance": "Moderate-strong: excellent lifecycle/segmentation/personalization and copy/template execution; but no Spanish-language/US-Hispanic or subprime-lending audience resonance.",
"conversion": "Moderate-strong: solid CRO, landing page optimization, A/B testing, and funnel/lead-scoring work with concrete metrics, though in ecommerce/SaaS rather than high-volume lending direct response."
},
"match_reasons": [
"Can build marketing infrastructure and stand up CRM/automation from near-zero: 'Single-handedly set up Braze instance... from initial data model design to first campaign launch in 3 weeks.'",
"Hands-on CRO and funnel/lead-scoring operator: 'Behavioral scoring model... auto-route high-intent leads (scores >85) to sales'.",
"Strong tool fit for lifecycle and CRM: HubSpot, Salesforce, Klaviyo, Braze, Attentive (SMS), Segment.",
"Email/SMS lifecycle capability aligns with IMPORTANT req-006: skills include 'SMS marketing', 'Lifecycle campaigns & strategy', 'Trigger campaigns'."
],
"hard_fail_reasons": [
"req-004 (Meta paid social): No work-history evidence of running or scaling Facebook/Instagram/WhatsApp ad campaigns; Facebook/Instagram appear only as generic listed tools, not managed ad channels.",
"req-005 (US GTM launch for Credit Elevator): GTM experience is internal product/platform GTM (Best Buy Personalization API), not a consumer-facing US mainland launch of a lending/credit product.",
"req-010-adjacent hard concern: No financial services / fintech / subprime lending experience, and no direct-response high-lead-volume paid acquisition engine, which the HARD full-funnel/CRO reqs assume in this context.",
"req-002 partial: While she can build lifecycle/CRM infrastructure, there is no evidence of building a multi-channel paid acquisition-to-conversion engine as the role requires."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "yykholeif_at_gmail_com",
"email": "yykholeif@gmail.com",
"name": "Youssef Kholeif",
"score": 0,
"passes_all_hard": false,
"summary": "Excluded by deterministic hard screen: Profile status is OFFBOARDED.",
"synthesis_quote": "Candidate was not sent to the LLM evaluator because a deterministic hard screen fired.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 0,
"weight": 25,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"functional_expertise": {
"score": 0,
"weight": 20,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"industry_audience_relevance": {
"score": 0,
"weight": 12,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"hands_on_execution": {
"score": 0,
"weight": 15,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"strategy_and_judgment": {
"score": 0,
"weight": 10,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"tool_platform_fit": {
"score": 0,
"weight": 8,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"measurement_optimization": {
"score": 0,
"weight": 6,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"availability_budget_fit": {
"score": 0,
"weight": 4,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
}
},
"final_score_rationale": "Deterministic hard screen fired: Profile status is OFFBOARDED.",
"evidence_snippets": [
"---\n# Identity\nemail: \"yykholeif@gmail.com\"\nname: Youssef Kholeif\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-06-01\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T19:58:18.482496+00:00\nneon_updated_at: 2026-06-01T16:45:40.067957+00:00\n---\n\n# Youssef Khole"
],
"three_rs": {
"recency": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "---\n# Identity\nemail: \"yykholeif@gmail.com\"\nname: Youssef Kholeif\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-06-01\n\n# Metadata\nsource: neon (live)\ngenerated_at: 202"
},
"relevance": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "Profile status is OFFBOARDED."
},
"reputation": {
"score": 0,
"evidence": "Not evaluated",
"detail": "Candidate was excluded before LLM evaluation."
}
},
"match_reasons": [],
"hard_fail_reasons": [
"Profile status is OFFBOARDED."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "bing_han33_at_gmail_com",
"email": "bing.han33@gmail.com",
"name": "Bing Han",
"score": 59,
"passes_all_hard": false,
"summary": "Bing Han is an experienced full-funnel growth/performance marketer (11+ years) with strong, concrete evidence of CRO, paid search, marketing automation stand-up, and full-funnel ownership across multiple companies. She personally executes (landing pages, email automation, A/B tests, Google Ads management) and has built marketing infrastructure from near-zero (Pardot/Marketo/Salesforce implementations, funnel/journey builds). However, her demonstrated channel expertise skews heavily toward paid search/SEO/email in B2B SaaS and healthcare contexts. Meta paid social appears only as \"experimenting with Facebook and Instagram ads\" rather than scaled Meta spend, which weakens a HARD requirement. There is no evidence of a US go-to-market launch for a consumer credit/lending product, no subprime/fintech-lending or Spanish-language/US Hispanic audience experience, and no WhatsApp/SMS mass messaging or programmatic/geofencing experience. She is a strong general growth operator but a partial fit against this role's specific channel and industry demands.",
"synthesis_quote": "Responsible for entire funnel, from traffic acquisition, to conversion, to retention.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "'managing paid search and decreased CPA by half'; 'conducted Conversion Rate Optimization (CRO) A/B testing'; 'experimenting with new advertising channels such as Facebook and Instagram ads' (only experimenting, not scaled Meta)",
"rationale": "Strong on hands-on/strategy+execution (req-001), full-funnel infra build (req-002), and CRO (req-003). But Meta paid social (req-004) is only 'experimenting,' not scaled; and there is no evidence of a US GTM launch for a credit/lending product (req-005). Two HARD requirements are weak/absent, so this cannot score high and passes_all_hard is false."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Grew MQL by 55% through various channels: lead nurturing, buyer journey maps, SEM/SEO, CRO'; 'Scaled annual budget from $120k to $2 million'; 'decreased CPA by half by implementing integration with salesforce'",
"rationale": "Deep, specific growth/performance marketing across acquisition, conversion, and retention with quantified results over many roles. Core growth function is well demonstrated, though weighted toward SEM/SEO/email rather than the full paid-social+programmatic mix this role wants."
},
"industry_audience_relevance": {
"score": 45,
"weight": 12,
"evidence": "Industries listed: 'Ecommerce, Local Businesses, Marketing Agencies, Services, Software & Tech'; subindustries include 'Finance, FinTech, Insurance' but no lending/subprime detail; B2B SaaS and healthcare dominate work history",
"rationale": "Company experience is mostly B2B SaaS (Nulab, Broadvoice, Perfect Corp, FormKeep) and healthcare (WellPsyche, Sermo). FinTech/Finance are listed as tags but no concrete subprime lending, credit-building, direct-to-consumer credit, or Spanish-language/US Hispanic audience evidence. Weak for this consumer credit/Spanish-market brief."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "'developed and optimized an abandoned cart email automation series, created new landing pages, and conducted CRO A/B testing'; 'setting up conversion tracking right through pipeline value'; 'redesigned and created event-based onboarding emails, improved open rate to 65%'",
"rationale": "Clear operator who personally builds landing pages, email flows, tracking, and runs tests. Strong hands-on evidence, though some recent titles (Director/Sr. Director) mix in leadership."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'Comprehensive marketing plan... from brand messaging, customer profiling, to keyword research, lead generation'; 'reviewing spend, leads, and SQL by channel and re-allocating based on SQL'; 'customer journey mapping'",
"rationale": "Good diagnosis, prioritization, budget reallocation by SQL quality, and journey/funnel planning across multiple engagements. Solid judgment for translating goals into plans."
},
"tool_platform_fit": {
"score": 72,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'Implemented Pardot for marketing automation'; 'A/B testing tools (Optimizely, VWO)'",
"rationale": "Strong match on Salesforce/HubSpot CRM stand-up, email/automation platforms, analytics, and CRO tools. Missing WhatsApp/SMS mass-messaging tools and programmatic/geofencing platforms, which the role explicitly names."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'decreased CPA by half'; 'reducing the Cost Per Acquisition (CPA) by 25%'; 'introduction of a comprehensive weekly reporting system'; 'Doubled pipeline value by reviewing spend, leads, and SQL by channel'",
"rationale": "Excellent, repeated evidence of KPI ownership, CPA/CPL reduction, conversion tracking, and iterative optimization—directly relevant to the CPL/CPA and conversion-lift goals."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $85/hr'; 'status: active'; 'has_availability: true'; 'location: Brooklyn, New York, US'",
"rationale": "Active and available, US-based (AMER-friendly timezone with Miami). $85/hr is reasonable relative to the ~$12-15K/month band. Budget/rate are soft preferences here."
}
},
"final_score_rationale": "Biggest positive drivers: strong, quantified full-funnel growth execution (CRO, paid search, email automation, marketing-automation/CRM stand-up from near-zero) with repeated CPA/CPL reductions—directly matching req-001, req-002, req-003, and req-009. Biggest penalties: Meta paid social (HARD req-004) is only 'experimenting with Facebook and Instagram ads,' not scaled Meta management; there is no evidence of a US go-to-market launch for a credit/lending product (HARD req-005); and there is no subprime/fintech-lending experience, no Spanish-language/US Hispanic audience experience, and no WhatsApp/SMS mass messaging or programmatic/geofencing. Because two HARD requirements are weak/absent, passes_all_hard is false and hard_requirements_fit is capped. The industry_audience mismatch (B2B SaaS/healthcare vs. consumer subprime credit in a Spanish-language market) further limits the score despite excellent general growth-operator credentials.",
"evidence_snippets": [
"managing Google Ads, experimenting with new advertising channels such as Facebook and Instagram ads, Reddit, Nextdoor, LinkedIn",
"developed and optimized an abandoned cart email automation series, created new landing pages, and conducted Conversion Rate Optimization (CRO) A/B testing",
"Managing paid search and decreased CPA by half by implementing integration with salesforce to optimize to the real metric",
"Implemented Pardot for marketing automation, which led to a 30% contribution to total leads from all channels",
"Responsible for entire funnel, from traffic acquisition, to conversion, to retention.",
"Scaled annual budget from $120k to $2 million.",
"'managing paid search and decreased CPA by half'; 'conducted Conversion Rate Optimization (CRO) A/B testing'; 'experimenting with new advertising channels such as Facebook and Instagram ads' (only experimenting, not scaled Meta)",
"'Grew MQL by 55% through various channels: lead nurturing, buyer journey maps, SEM/SEO, CRO'; 'Scaled annual budget from $120k to $2 million'; 'decreased CPA by half by implementing integration with salesforce'"
],
"three_rs": {
"reach": "Multi-channel acquisition across Google Ads/SEM, SEO, email, and some paid social experimentation; no evidence of scaled Meta, WhatsApp/SMS mass messaging, programmatic, or geofencing—key reach gaps for this role.",
"resonance": "Demonstrated persona messaging, customer journey mapping, and lead nurturing, but no Spanish-language/US Hispanic or subprime-credit audience resonance.",
"reaction": "Very strong conversion/optimization track record: CPA halved multiple times, CPL down 25%, CRO lifts of 20%, weekly reporting and SQL-based reallocation—well aligned to the conversion-lift and CPL/CPA reduction goals."
},
"match_reasons": [
{
"reason": "Proven CRO and funnel-building operator who personally executes",
"evidence": "conducted Conversion Rate Optimization (CRO) A/B testing on those pages"
},
{
"reason": "Repeated CPA/CPL reduction relevant to conversion-cost goals",
"evidence": "Managing paid search and decreased CPA by half"
},
{
"reason": "Builds marketing automation/CRM infrastructure from near-zero",
"evidence": "Implemented Pardot for marketing automation, which led to a 30% contribution to total leads"
},
{
"reason": "Full-funnel ownership from acquisition to retention",
"evidence": "Responsible for entire funnel, from traffic acquisition, to conversion, to retention."
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social) weak: profile shows only 'experimenting with new advertising channels such as Facebook and Instagram ads,' not scaled Meta ad management across FB/IG/WhatsApp.",
"req-005 (US go-to-market launch for Credit Elevator) absent: no evidence of leading a US mainland GTM launch for a consumer credit/lending product; GTM experience is in B2B SaaS/healthcare contexts.",
"req-010 (financial services / subprime lending) not demonstrated in work history despite Finance/FinTech tags; no credit-building or subprime lending experience shown."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "kurlyrtr_at_gmail_com",
"email": "kurlyrtr@gmail.com",
"name": "Kirill Lantsouzovski",
"score": 0,
"passes_all_hard": false,
"summary": "Excluded by deterministic hard screen: Profile status is OFFBOARDED.",
"synthesis_quote": "Candidate was not sent to the LLM evaluator because a deterministic hard screen fired.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 0,
"weight": 25,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"functional_expertise": {
"score": 0,
"weight": 20,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"industry_audience_relevance": {
"score": 0,
"weight": 12,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"hands_on_execution": {
"score": 0,
"weight": 15,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"strategy_and_judgment": {
"score": 0,
"weight": 10,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"tool_platform_fit": {
"score": 0,
"weight": 8,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"measurement_optimization": {
"score": 0,
"weight": 6,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"availability_budget_fit": {
"score": 0,
"weight": 4,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
}
},
"final_score_rationale": "Deterministic hard screen fired: Profile status is OFFBOARDED.",
"evidence_snippets": [
"---\n# Identity\nemail: \"kurlyrtr@gmail.com\"\nname: Kirill Lantsouzovski\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2023-10-24\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T19:58:40.044508+00:00\nneon_updated_at: 2025-10-12T08:22:55.929864+00:00\n---\n\n# Kirill La"
],
"three_rs": {
"recency": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "---\n# Identity\nemail: \"kurlyrtr@gmail.com\"\nname: Kirill Lantsouzovski\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2023-10-24\n\n# Metadata\nsource: neon (live)\ngenerated_at:"
},
"relevance": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "Profile status is OFFBOARDED."
},
"reputation": {
"score": 0,
"evidence": "Not evaluated",
"detail": "Candidate was excluded before LLM evaluation."
}
},
"match_reasons": [],
"hard_fail_reasons": [
"Profile status is OFFBOARDED."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "shane_at_ownedgrowth_com",
"email": "shane@ownedgrowth.com",
"name": "Shane Mulcahy",
"score": 54,
"passes_all_hard": false,
"summary": "Shane is a solid B2B SaaS/DTC paid search and email/lifecycle specialist with genuine hands-on execution chops (Google Ads campaign builds, HubSpot/Klaviyo lifecycle flows, CRO on landing pages and opt-in forms). However, he fails multiple HARD requirements for this role: his paid social experience is LinkedIn Ads, not Meta (FB/IG/WhatsApp); he has no evidence of a US Hispanic/subprime lending go-to-market launch, no programmatic/geofencing, and no financial-services/fintech background. His strengths are largely in a different lane (B2B SaaS demand gen and DTC ecommerce), which does not transfer to a Spanish-language subprime consumer-lending, high-lead-volume, Meta-first growth mandate.",
"synthesis_quote": "Growth Marketer with a proven track record of driving revenue and pipeline growth for SaaS startups and eCommerce brands. Specialising in paid marketing and email marketing automation.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 35,
"weight": 25,
"evidence": "Paid Social (Linkedin Ads); no Meta/FB/IG/WhatsApp evidence; no programmatic/geofencing; no financial services/subprime experience",
"rationale": "Fails req-004 (Meta), req-005 (Credit Elevator/US Hispanic GTM), req-010 (fintech/subprime). Has partial fit on CRO and full-funnel build, but core hard channel and industry requirements are absent or contradicted, so this dimension is low and passes_all_hard is false."
},
"functional_expertise": {
"score": 62,
"weight": 20,
"evidence": "Built & optimized HubSpot lifecycle workflows... Google Ads campaign structure such as brand, non brand, competitor, pMax",
"rationale": "Strong, specific paid search and email/lifecycle depth, but the role's core function is Meta-led, multi-channel consumer growth. His depth is in adjacent lanes (SEM + email automation) rather than the full growth-marketer channel mix demanded here."
},
"industry_audience_relevance": {
"score": 25,
"weight": 12,
"evidence": "SaaS startups and eCommerce brands; industries: Ecommerce, Services; audiences: Consumers (B2C)",
"rationale": "No financial services, fintech, subprime lending, Puerto Rico/US Hispanic, or Spanish-language market experience. Mostly B2B SaaS and DTC ecommerce (vitamins, skincare), which are weak analogs for a subprime multi-loan/credit product."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "creating and managing their google ads campaigns; Built automated lifecycle workflows for each stage of the customer's buyer journey; increasing opt in rates from 2% to 7%",
"rationale": "Clearly a personal operator who builds, tests, and reports. This is his strongest area, though executed in different channels/verticals than this role requires."
},
"strategy_and_judgment": {
"score": 68,
"weight": 10,
"evidence": "Campaign structure and strategy to capture demand; help define AutoEntry's ideal customer profile; prioritising recommendations by impact and ease",
"rationale": "Demonstrates diagnosis, audit frameworks, ICP definition, and funnel-stage planning. Reasonable judgment, but not shown in a launch/GTM or high-volume consumer-lending context."
},
"tool_platform_fit": {
"score": 60,
"weight": 8,
"evidence": "CRMs (Salesforce, HubSpot, etc); Klaviyo; Attentive (SMS); Google Analytics; Shopify",
"rationale": "Good HubSpot/Salesforce/Klaviyo/SMS tool fit for CRM stand-up and lifecycle. Missing Meta Ads Manager, programmatic/geofencing DSPs, and WhatsApp messaging platforms central to this role."
},
"measurement_optimization": {
"score": 75,
"weight": 6,
"evidence": "20% increase in trial signups & 9% decrease in CPA; 114% increase in revenue... 350% ROAS; daily, weekly and monthly optimization routine",
"rationale": "Strong, quantified CRO/CPA improvement and reporting discipline. Directly relevant to the conversion-lift and CPL/CPA-reduction goals, even if in different verticals."
},
"availability_budget_fit": {
"score": 35,
"weight": 4,
"evidence": "has_availability: false; preferred_hourly_pay_rate: $75/hr; location: Dublin, US",
"rationale": "Marked not currently available, which is a concern for a fast-start need. Rate is modest and could fit budget, but availability signal is negative."
}
},
"final_score_rationale": "Score is driven down by hard-requirement failures: no Meta (FB/IG/WhatsApp) experience (his paid social is LinkedIn Ads), no financial-services/subprime/fintech background, no US Hispanic/Spanish-language GTM, and no programmatic/geofencing. Positives that lift the score are genuine hands-on execution, quantified CRO/CPA wins, and strong email/lifecycle + CRM (HubSpot/Salesforce/Klaviyo) capability. Because his proven strengths sit in B2B SaaS demand gen and DTC ecommerce lanes that do not transfer to this Meta-first, subprime-consumer, high-volume mandate, the weighted result lands in the low-to-mid range and passes_all_hard is false.",
"evidence_snippets": [
"Specialities: Demand Generation | Email Marketing Automation | Paid Search (Google Ads) | Paid Social (Linkedin Ads) | Klaviyo | HubSpot",
"Built & optimized HubSpot lifecycle workflows for their B2B business",
"Optimized Google ads campaigns resulted in 20% increase in trial signups & 9% decrease in CPA",
"The engagement led to a 114% increase in revenue attributed to Google Ads, achieving a 350% ROAS",
"Streamlined the integration between HubSpot and Salesforce, ensuring seamless data synchronization",
"Attentive (SMS) - CRMs (Salesforce",
"Growth Marketer with a proven track record of driving revenue and pipeline growth for SaaS startups and eCommerce brands. Specialising in paid marketing and email marketing automation.",
"Paid Social (Linkedin Ads); no Meta/FB/IG/WhatsApp evidence; no programmatic/geofencing; no financial services/subprime experience"
],
"three_rs": {
"reach": "Weak fit: channel reach centers on Google Ads and LinkedIn Ads, not the Meta (FB/IG/WhatsApp), programmatic, and geofencing channels this role needs to expand.",
"resonance": "Partial: has copywriting and lifecycle messaging skills, but no Spanish-language/US Hispanic or subprime-lending audience resonance.",
"reaction": "Strong: proven conversion optimization with quantified CPA reduction and revenue/ROAS lifts, relevant to the conversion-rate and CPL/CPA goals."
},
"match_reasons": [
{
"reason": "Hands-on operator across paid search and email/lifecycle",
"evidence": "creating and managing their google ads campaigns; Built automated lifecycle workflows for each stage of the customer's buyer journey"
},
{
"reason": "Quantified CRO and CPA improvement",
"evidence": "20% increase in trial signups & 9% decrease in CPA"
},
{
"reason": "CRM/marketing automation stand-up capability (HubSpot/Salesforce)",
"evidence": "Streamlined the integration between HubSpot and Salesforce, ensuring seamless data synchronization"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social): No Facebook/Instagram/WhatsApp ads experience; his paid social experience is LinkedIn Ads only.",
"req-005 (US Credit Elevator GTM): No evidence of leading a US mainland go-to-market launch for a consumer credit/lending product.",
"req-010 (Financial services/subprime): No fintech, subprime, or non-traditional lending background; experience is B2B SaaS and DTC ecommerce.",
"req-007 (Programmatic & geofencing): No programmatic or geofencing experience shown.",
"req-002 partial: Full-funnel infrastructure shown mainly in B2B SaaS/DTC, not a high-lead-volume subprime consumer engine from near-zero."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "digitalexpertamanda_at_gmail_com",
"email": "digitalexpertamanda@gmail.com",
"name": "Amanda Luke",
"score": 41,
"passes_all_hard": false,
"summary": "Amanda is a seasoned email/SMS lifecycle marketing consultant with 10+ years of deep, hands-on expertise in Klaviyo, deliverability, ESP migrations, and lifecycle flows for ecommerce brands. However, this role is a full-funnel growth marketer requiring paid Meta scaling, Google SEM, programmatic/geofencing, a US go-to-market product launch, and CRO in a subprime lending/fintech direct-response environment. Her profile shows no paid media, no programmatic/geofencing, no GTM launch, no financial services experience, and a channel scope limited to email/SMS. She fails multiple HARD requirements.",
"synthesis_quote": "I'm a seasoned email and SMS marketing consultant with 10+ years of experience... I specialize in lifecycle strategy, deliverability optimization, ESP migrations, and building high-performing email, SMS, and push notification programs from the ground up.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 20,
"weight": 25,
"evidence": "roles: Email Marketer; skills limited to email/SMS lifecycle; no Meta, SEM, programmatic, or GTM launch evidence",
"rationale": "Fails the majority of HARD requirements: no Meta paid social scaling (req-004), no full-funnel infrastructure beyond email (req-002), no evidence of leading a US GTM product launch (req-005), and CRO evidence is email-flow-specific rather than paid direct-response funnel CRO (req-003). She is not a full-funnel growth operator (req-001)."
},
"functional_expertise": {
"score": 45,
"weight": 20,
"evidence": "specialize in lifecycle strategy... building high-performing email, SMS, and push notification programs from the ground up",
"rationale": "Exceptional depth in email/SMS lifecycle, but this is a single-lane function. The role's core function is cross-channel growth, where she shows no proof. Strong lane, wrong lane."
},
"industry_audience_relevance": {
"score": 20,
"weight": 12,
"evidence": "industries: Ecommerce, Local Businesses; audiences: Consumers (B2C)",
"rationale": "B2C consumer experience is loosely relevant, but no financial services/fintech/subprime lending experience (req-010) and no Spanish-language/Hispanic market evidence (req-011). Ecommerce retail context is a different business model than subprime lending direct-response."
},
"hands_on_execution": {
"score": 60,
"weight": 15,
"evidence": "Klaviyo email campaign builds... A/B testing and data analysis of tests... Template development (HTML/CSS)",
"rationale": "Clearly a hands-on operator who personally builds and executes—but only within email/SMS. Execution strength does not extend to the paid, programmatic, and funnel-build work the role requires."
},
"strategy_and_judgment": {
"score": 55,
"weight": 10,
"evidence": "regularly audits Klaviyo accounts to uncover issues, spot gaps, and propose new initiatives",
"rationale": "Demonstrates diagnostic and prioritization judgment within email programs, but no evidence of full-funnel or GTM strategic planning across multiple channels."
},
"tool_platform_fit": {
"score": 40,
"weight": 8,
"evidence": "tools: Klaviyo, Attentive (SMS), Mailchimp, Constant Contact, Shopify, Google Analytics",
"rationale": "Strong ESP/SMS tooling, but no Meta Ads Manager, Google Ads, programmatic DSPs, or HubSpot/Salesforce CRM stand-up experience. Partial overlap only on SMS/analytics."
},
"measurement_optimization": {
"score": 70,
"weight": 6,
"evidence": "email revenue increased by 359%... 486% revenue increase in the Abandoned Cart flow... A/B testing and data analysis",
"rationale": "Genuinely strong measurement and iteration proof, though confined to email revenue metrics rather than CPL/CPA and paid-funnel optimization the role targets."
},
"availability_budget_fit": {
"score": 65,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $95/hr",
"rationale": "Available and remote; $95/hr rate is within a plausible range for the ~$12-15K/month budget, though budget is a soft preference here."
}
},
"final_score_rationale": "The dominant driver is a hard-requirements mismatch: this is a full-funnel, multi-channel growth role (Meta paid social, Google SEM, programmatic/geofencing, US GTM launch, paid direct-response CRO) in subprime fintech, and Amanda's profile is an email/SMS lifecycle specialist. She fails HARD reqs 001, 002, 003, 004, and 005. Her genuine strengths—Klaviyo lifecycle expertise, measurable email revenue lifts, and hands-on execution—are real but confined to a lane the role only lists as IMPORTANT (email/SMS). No paid media, no programmatic, no GTM, and no financial services/Hispanic-market relevance drag the score down heavily. She partially satisfies email/SMS lifecycle (req-006) and shows some CRM/automation via ESP migrations, but not enough to offset the core growth-operator gaps.",
"evidence_snippets": [
"I'm a seasoned email and SMS marketing consultant with 10+ years of experience",
"roles: Email Marketer",
"doubling email revenue for a multi-billion-dollar retailer in just one year",
"Year-over-year email revenue increased by 359%... 486% revenue increase in the Abandoned Cart flow",
"tools: Klaviyo, Attentive (SMS), Mailchimp, Constant Contact, Shopify",
"industries: Ecommerce, Local Businesses",
"I'm a seasoned email and SMS marketing consultant with 10+ years of experience... I specialize in lifecycle strategy, deliverability optimization, ESP migrations, and building high-performing email, SMS, and push notification programs from the ground up.",
"roles: Email Marketer; skills limited to email/SMS lifecycle; no Meta, SEM, programmatic, or GTM launch evidence"
],
"three_rs": {
"role_fit": "Weak. Email/SMS lifecycle specialist, not a full-funnel cross-channel growth operator.",
"readiness": "Available and remote, active status, hands-on operator within her lane.",
"risk": "High risk of failure on core mandate: no paid Meta/SEM/programmatic scaling, no GTM launch, no subprime/fintech context."
},
"match_reasons": [
{
"reason": "Deep hands-on email/SMS lifecycle expertise",
"evidence": "specialize in lifecycle strategy, deliverability optimization, ESP migrations, and building high-performing email, SMS, and push notification programs"
},
{
"reason": "Strong measurable optimization results in email",
"evidence": "Year-over-year email revenue increased by 359%... 486% revenue increase in the Abandoned Cart flow"
},
{
"reason": "Partial fit on IMPORTANT email/SMS lifecycle channel requirement",
"evidence": "SMS strategy and execution support... Trigger campaigns... A/B testing"
}
],
"hard_fail_reasons": [
"req-001 (Hands-on full-funnel growth marketer): Profile is a single-lane email/SMS lifecycle specialist ('roles: Email Marketer'), not a full-funnel growth operator across paid, funnel, and GTM.",
"req-002 (Full-funnel infrastructure from near-zero): Builds email/SMS programs 'from the ground up' but no evidence of building funnels/customer journeys or acquisition-to-conversion engine beyond email.",
"req-003 (CRO in high-lead-volume direct-response): CRO evidence is email-flow optimization (abandoned cart), not paid direct-response funnel CRO to lift conversion / reduce CPL/CPA.",
"req-004 (Meta paid social FB/IG/WhatsApp): No paid media or Meta Ads experience anywhere in the profile.",
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a product go-to-market launch."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "lucas_mondora_at_gmail_com",
"email": "lucas.mondora@gmail.com",
"name": "Lucas Mondora",
"score": 76,
"passes_all_hard": true,
"summary": "Lucas is a hands-on full-funnel growth/performance marketer with 9 years scaling DTC/ecommerce brands through Meta and Google Ads, CRO, and lifecycle. He personally executes campaigns, builds funnels/subscription flows, and has strong CRO proof (89% conversion lift, sub-$20 CPA from >$100). He clears the hard requirements on execution, funnel-build, CRO, and Meta. His notable gap is that his depth is overwhelmingly DTC ecommerce/CPG rather than subprime lending/financial services (though one Airwallex fintech engagement helps), and his channel mix skews Meta+Google rather than the SMS/WhatsApp mass-messaging and programmatic/geofencing the role also wants. WhatsApp and geofencing/programmatic experience are not evidenced.",
"synthesis_quote": "Achieved Meta ads profitability for a womens health brand by cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo; 89% increase in conversion rates through optimization of landing pages, website messaging, and advertorials.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 76,
"weight": 25,
"evidence": "'growing DTC and e-commerce brands through Meta Ads, Google Ads, conversion rate optimization'; '89% increase in conversion rates'; 'Launched Airwallex's Google Advertising into the USA'",
"rationale": "Clears req-001 (hands-on strategy+execution), req-002 (funnel/infrastructure build from near-zero, e.g. building Google/CRM tracking and subscription funnels), req-003 (strong CRO proof), req-004 (Meta ads scaling), and req-005 (launched a new US market channel). Weaker on Credit Elevator-style lending GTM specifically and WhatsApp, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Owned 8-figures in advertising spend'; 'Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows'; 'Increased Revenue Per Session by 35% ... through a funnel and offer CRO'",
"rationale": "Deep, specific paid media + CRO + growth-funnel expertise with concrete metrics across many engagements. Core growth-marketer function is strongly evidenced."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "'Airwallex, a global payments and financial services company'; '186% signups ... reduced customer acquisition cost by 13%'; otherwise CPG/DTC health & lifestyle brands",
"rationale": "One relevant fintech/payments engagement (Airwallex) is a real plus, but the bulk of experience is DTC ecommerce/CPG, not subprime lending, credit-building, or the US Hispanic/Spanish-language market central to this brief. No Spanish-language evidence."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'rebuilt their ad account structure from the ground up'; 'Built out subscription-only quiz funnels'; 'setting up upselling, bundling, and subscription quizzes to increase the Average Order Value from $34 to over $67'",
"rationale": "Clearly an operator who personally builds and optimizes campaigns, funnels, and flows rather than only advising. Strong match to the operator need."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'prioritizing marketing sprints, blending data, strategy, and ad campaigns'; 'Testing and optimizing offers until scalability and profitable units of economics was found'; 'Aligned marketing strategy & ad channel spend based on offer velocity, MER & retention'",
"rationale": "Shows diagnosis, prioritization, and translation of business goals into a practical plan, including reallocating budget with the CFO. Solid strategic judgment."
},
"tool_platform_fit": {
"score": 74,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'monitoring funnel metrics in Hubspot and Google Analytics'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'ManyChat'; Postscript SMS",
"rationale": "Strong fit on HubSpot/Salesforce, Klaviyo, SMS (Postscript), ManyChat, Meta, Google. Missing explicit WhatsApp mass messaging and programmatic/geofencing tooling, which the role emphasizes."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'reducing customer acquisition cost by 13%'; 'Whitelabeled CRO strategy ... average conversion rate lift of 18% per test'; 'Built AI-First Creative Testing ... resulting in a 22% win rate'",
"rationale": "Extensive KPI ownership, attribution (Triplewhale, GA, GTM), and systematic testing with quantified iteration. Directly matches CPL/CPA and conversion-rate goals."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $95/hr'; 'I am TEMPORARILY outside of the American timezones ... My workday starts at 1pm Pacific Daylight Time'",
"rationale": "Active with availability and a reasonable rate, but a temporary non-US timezone with a late start could strain the direct-with-CEO, move-fast US launch cadence. Soft preference."
}
},
"final_score_rationale": "Biggest positives: exceptional hands-on execution and CRO/measurement proof (89% conversion lift, CPA cut from >$100 to sub-$20, 8-figures managed spend), plus a genuine US market channel launch (Airwallex US Google). These clear the core HARD requirements around operator-level strategy+execution, full-funnel build, CRO, and Meta. Biggest penalties: industry relevance is weak—almost entirely DTC ecommerce/CPG rather than subprime lending/credit products, and there is no Spanish-language/US Hispanic evidence, which is highly relevant here. Channel coverage is Meta+Google-heavy with SMS/email and ManyChat present, but WhatsApp mass messaging and programmatic/geofencing are not evidenced. Timezone caveat is a soft minus.",
"evidence_snippets": [
"Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows, Meta account rebuild and creative testing.",
"89% increase in conversion rates through the optimization of landing pages, website messaging, and advertorials.",
"Launched Airwallex's Google Advertising into the USA and grew to a spend of $60,000/mo.",
"300% improvement (4 to 18%) In Loyalty Program activation rates using Klaviyo and Postscript SMS using the Hook Model.",
"Led end-to-end growth programs across DTC ecommerce and CPG brands, from setting strategy, hiring teams, & growing brands to 6,000+ sales/mo.",
"I am TEMPORARILY outside of the American timezones ... My workday starts at 1pm Pacific Daylight Time.",
"Achieved Meta ads profitability for a womens health brand by cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo; 89% increase in conversion rates through optimization of landing pages, website messaging, and advertorials.",
"'growing DTC and e-commerce brands through Meta Ads, Google Ads, conversion rate optimization'; '89% increase in conversion rates'; 'Launched Airwallex's Google Advertising into the USA'"
],
"three_rs": {
"reach": "Strong on Meta and Google paid acquisition with 8-figure spend and proven US market entry; limited evidence on WhatsApp mass messaging, programmatic, and geofencing which the role wants expanded.",
"resonance": "Good offer/positioning and lifecycle judgment (AOV, subscription funnels, SMS/email remarketing), but no Spanish-language or subprime-credit audience resonance evidence.",
"reaction": "Excellent CRO and conversion optimization track record (89% lift, sub-$20 CPA, 18-22% test win rates) directly aligned to the 10-15% conversion-lift and CPL/CPA goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with strong CRO proof",
"evidence": "'Increased Revenue Per Session by 35% ... through a funnel and offer CRO'; '18% per test' conversion lift"
},
{
"reason": "Proven Meta paid social scaling and CPA reduction",
"evidence": "'Achieved Meta ads profitability ... cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo'"
},
{
"reason": "CRM/automation and lifecycle tooling fit",
"evidence": "'monitoring funnel metrics in Hubspot and Google Analytics'; Klaviyo, Postscript SMS, ManyChat"
},
{
"reason": "Relevant fintech/payments US launch experience",
"evidence": "'Airwallex, a global payments and financial services company ... signups by 186% ... US ad spend from 0 to $60K/mo'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "dillon_at_theconvertlab_com",
"email": "dillon@theconvertlab.com",
"name": "Dillon Zolnierczyk",
"score": 80,
"passes_all_hard": true,
"summary": "Dillon is a hands-on, full-funnel growth/performance marketer with strong direct-response, high-lead-volume experience across Meta and Google, deep CRO and funnel-rebuild work, and marketing-infrastructure/CRM stand-up (HubSpot, Salesforce, GoHighLevel, GA4/GTM/CAPI attribution). He clearly satisfies the role's hard requirements: he personally executes campaigns, builds funnels/tracking from scratch, drives CRO with concrete CPL/CPA reductions, and runs Meta at scale. Gaps: no explicit WhatsApp mass messaging, SMS, programmatic/geofencing, or subprime/fintech lending experience, and no Spanish-language/US Hispanic market evidence. His conversion and funnel results in lead-gen, direct-response verticals (home builders, tutoring, events) map well to Harmoney's loan lead engine, though the industry is not a direct fintech match.",
"synthesis_quote": "Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250... Increased Annual New Customers by 334% (698 -> 3028).",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Led paid social & search (Meta + Google)... strategy, media buying, creative A/B testing, optimization, and reporting; Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering; built HubSpot+Salesforce attribution/reporting",
"rationale": "Meets the five HARD reqs: hands-on operator (req-001), full-funnel build from near-zero (req-002), CRO with CPL/CPA reduction (req-003), Meta at scale (req-004), and GTM/new-product launch skills (req-005 partial). Not a director-only profile. Weakness: GTM launches were not for financial/credit products, and no WhatsApp, so score is strong but not exceptional."
},
"functional_expertise": {
"score": 85,
"weight": 20,
"evidence": "manage end-to-end campaigns across Google, Meta, and Reddit; Ran structured A/B tests across carousel, collage, video, and messaging to reduce CPL; Launch new paid ad landing pages and CRO optimization strategy",
"rationale": "Deep, specific growth/performance marketing execution with repeated concrete CPL/CPA/funnel outcomes across multiple accounts. Core function is a strong match for this direct-response growth role."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "e-commerce, education, and lifestyle industries; subindustries include Finance, FinTech; work history in home builders, tutoring, event ticketing",
"rationale": "High-lead-volume, direct-response B2C lead-gen experience is relevant, but no proven subprime/lending or Spanish-language/US Hispanic market experience. Finance/FinTech listed as subindustry tags without concrete lending work. Plausible but not strong industry fit."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "media buying, creative A/B testing, daily optimization; Built a tracking system using GTM and CAPI; Launched AI booking chatbots and GoHighLevel automation to streamline lead nurturing",
"rationale": "Clearly a personal operator who builds tracking, funnels, campaigns, and automation himself. Exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Developed a 'Bleeding Neck' profile to guide ad copy; Documented brand 'non-negotiables' in ad creative to protect margins; Aligned social strategy with SEO",
"rationale": "Shows diagnosis, audience/message strategy, and prioritization tied to business goals (revenue targets, margin protection). Strong strategic judgment alongside execution."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "Managed Meta Ads Manager, Google Ads, HubSpot & Follow Up Boss; built HubSpot+Salesforce attribution; Email tools (Mailchimp, Klaviyo); GA4/GTM/CAPI",
"rationale": "Strong overlap with Meta, Google SEM, HubSpot/Salesforce CRM stand-up, and email tooling. Missing explicit WhatsApp mass messaging and programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "Created 'All Ad Lead Stages' report linking creative and campaign names to sales outcomes; Integrated GoHighLevel and Agency Analytics to blend CRM data with ad spend; maintained CPA of $45",
"rationale": "Excellent measurement/attribution and iterative optimization with concrete KPI ownership (CPL, CPA, CAC, LTV). Directly supports Harmoney's conversion goals."
},
"availability_budget_fit": {
"score": 75,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Comox, British Columbia, CA",
"rationale": "Active and available, AMER timezone workable for a Miami-based team. $75/hr rate is reasonable within the ~$12-15K/mo band. Soft prefs largely met."
}
},
"final_score_rationale": "Biggest score drivers: strong hard-requirements fit as a hands-on full-funnel operator with repeated, concrete CRO/CPL/CPA wins (e.g., cost-per-booking $1k→$250, CPA $45, 334% customer growth), plus infrastructure and CRM/attribution build-outs (HubSpot, Salesforce, GoHighLevel, GA4/GTM/CAPI) from near-zero. Meta + Google execution at meaningful scale is well documented. Penalties: no explicit WhatsApp mass messaging (part of the primary Meta channel expectation), no SMS lifecycle, no programmatic/geofencing, and no subprime/fintech lending or Spanish-language/US Hispanic market experience—all relevant to this role. These weaknesses hold industry relevance and tool fit below top marks but do not fail any hard requirement.",
"evidence_snippets": [
"Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250.",
"Led paid social & search (Meta + Google) for Value Build Homes—strategy, media buying, creative A/B testing, optimization, and reporting.",
"Built a tracking system using GTM and CAPI to link paid ad traffic to CRM lead status for end-to-end sales attribution.",
"built HubSpot+Salesforce attribution/reporting to tie ads to revenue.",
"Launched AI booking chatbots and GoHighLevel automation to streamline lead nurturing.",
"Managed 2024 funnel rebuild, 2025 migration to GoHighLevel, and AI chatbot deployment.",
"Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250... Increased Annual New Customers by 334% (698 -> 3028).",
"Led paid social & search (Meta + Google)... strategy, media buying, creative A/B testing, optimization, and reporting; Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering; built HubSpot+Salesforce attribution/reporting"
],
"three_rs": {
"reach": "Multi-channel paid acquisition across Meta (FB/IG), Google/Bing SEM, Reddit, TikTok, YouTube at scale ($150k-$300k+/mo spend); no proven WhatsApp mass, SMS, or programmatic/geofencing reach.",
"resonance": "Direct-response messaging strategy via audience/pain profiling ('Bleeding Neck' profile) and structured creative A/B testing; no Spanish-language or US Hispanic audience proof.",
"reaction": "Deep conversion optimization and attribution: CPL/CPA reduction, funnel rebuilds, CRM/GA4/CAPI tracking, and documented sales-outcome reporting driving measurable revenue and lead-volume lifts."
},
"match_reasons": [
"Hands-on full-funnel operator who both strategizes and executes: 'media buying, creative A/B testing, daily optimization' across multiple accounts (req-001).",
"Builds infrastructure from near-zero: '2024 funnel rebuild, 2025 migration to GoHighLevel' and 'HubSpot+Salesforce attribution/reporting' (req-002, req-009).",
"Proven CRO in high-lead-volume direct response: 'Slashed booked appt costs by 75% ($1,000 to $250)' and 'CPA of $45' (req-003).",
"Meta at scale: 'Facebook avg 250/month' leads, 'Facebook CPL ≈ $25', end-to-end Meta Ads Manager management (req-004).",
"Google SEM experience: 'end-to-end campaigns across Google, Meta, and Reddit' and Bing Ads (req-008)."
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "ellie_stamouli_at_hotmail_com",
"email": "ellie.stamouli@hotmail.com",
"name": "Ellie Stamouli",
"score": 48,
"passes_all_hard": false,
"summary": "Ellie is a deep, accomplished lifecycle/email marketing and CRM specialist with strong DTC ecommerce credentials (MR PORTER, Soap & Glory, Abound, Klaviyo/Omnisend expertise). She has genuine hands-on execution in email/SMS lifecycle, CRM stand-up, and some GTM strategy work. However, this is a full-funnel growth marketer role centered on paid acquisition (Meta, SEM, programmatic/geofencing), CRO in a high-volume direct-response subprime lending funnel, and a US GTM launch for a credit product. Her paid media experience is thin and mostly advisory/agency-managed, she has no financial services/subprime lending experience, no Spanish-language/US Hispanic market experience, and her strongest lane (email/CRM in ecommerce) only partially overlaps with the role. She fails multiple HARD requirements.",
"synthesis_quote": "Founder | Marketing Strategy & Lifecycle Marketing Consultant at Matterra... offers marketing strategy and lifecycle marketing services to climate-tech and mission-driven businesses.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 35,
"weight": 25,
"evidence": "'Spearheaded optimization for Paid Social - 35% conversion uplift' but 'Established effective Programmatic & Search partnership with Digital Marketing agency' (agency-run, not hands-on).",
"rationale": "Meets full-funnel-build partial (CRM/lifecycle from near-zero) and some GTM, but fails hands-on Meta paid social scaling, direct-response CRO, and has no evidence of leading a lending product GTM. Multiple HARD reqs missing or advisory-only."
},
"functional_expertise": {
"score": 55,
"weight": 20,
"evidence": "Email/lifecycle depth: '+19% email revenue and +14% AOV lift', '726% ROI in email channel', but role's core is paid-acquisition growth, not email lifecycle.",
"rationale": "Exceptional in email/CRM lifecycle, which is only a slice of this growth role. Core paid-acquisition and CRO growth functions are weakly evidenced."
},
"industry_audience_relevance": {
"score": 15,
"weight": 12,
"evidence": "Industries: 'Ecommerce, Marketplaces, Software & Tech'; clients in 'carbon removal, emission reduction, green energy'.",
"rationale": "No financial services/fintech/subprime lending experience and no Spanish-language/US Hispanic market experience. DTC ecommerce/climate-tech is a different audience and regulatory context."
},
"hands_on_execution": {
"score": 70,
"weight": 15,
"evidence": "'Built and implemented weekly email campaigns, including copywriting and design'; 'Set-up marketing automation for welcome flows... achieved above industry benchmarks'.",
"rationale": "Clearly a hands-on operator within email/CRM/lifecycle. But hands-on execution in the role's paid channels (Meta scaling, SEM, programmatic) is largely agency-managed or advisory."
},
"strategy_and_judgment": {
"score": 65,
"weight": 10,
"evidence": "'Created Go-to-Market Strategy to launch Prelove You successfully into the US market'; 'Created the GTM strategy for a carbon removal start-up'.",
"rationale": "Real GTM and strategy judgment, but in ecommerce/climate-tech contexts, not lending/direct-response. Transferable but not domain-relevant."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "Tools: 'HubSpot, Klaviyo, Salesforce, Google Analytics, Braze, Omnisend, Mailchimp'.",
"rationale": "Strong CRM/ESP tool fit (HubSpot/Salesforce/Klaviyo relevant to CRM stand-up), but no evidence of Meta Ads Manager, Google Ads, or programmatic/geofencing platform hands-on."
},
"measurement_optimization": {
"score": 65,
"weight": 6,
"evidence": "'Audit full database, GA and Klaviyo accounts'; 'achieved a 2pp increase' on landing page conversion; A/B testing plans.",
"rationale": "Good analytics and email optimization/testing habits, but funnel/CPL/CPA optimization in paid direct-response is not demonstrated."
},
"availability_budget_fit": {
"score": 40,
"weight": 4,
"evidence": "Location: 'United Kingdom'; consultancy/fractional CMO engagements.",
"rationale": "UK-based creates a large timezone gap with a Miami/PR US-Hispanic launch that likely needs real-time collaboration with the CEO; no stated rate. Soft, but a notable mismatch."
}
},
"final_score_rationale": "The biggest score driver is Ellie's genuine, deep hands-on expertise in email/CRM/lifecycle marketing and CRM/ESP stand-up (Klaviyo, HubSpot, Salesforce, Omnisend), which supports req-006 and req-009. However, the role is a full-funnel growth marketer centered on paid acquisition, CRO in a high-volume direct-response subprime lending funnel, and a US GTM launch for a credit product. The dominant penalties: (1) HARD Meta paid social scaling is only thinly evidenced and largely agency-managed; (2) HARD direct-response CRO for CPL/CPA reduction is absent; (3) HARD US GTM for a lending product is not shown (her GTM work is ecommerce/climate-tech); (4) no financial services/subprime lending experience; (5) no Spanish-language/US Hispanic market experience. Strong email/ecommerce results do not transfer to a paid-acquisition lending growth role, so they were not over-credited.",
"evidence_snippets": [
"Founder | Marketing Strategy & Lifecycle Marketing Consultant at Matterra... offers marketing strategy and lifecycle marketing services to climate-tech and mission-driven businesses.",
"Established effective Programmatic & Search partnership with Digital Marketing agency.",
"Delivered analysis and recommendations for optimising Paid Social performance; 35% conversion uplift achieved via roll out of upskilling programme.",
"Created Go-to-Market Strategy to launch Prelove You successfully into the US market.",
"Set-up marketing automation for welcome flows in 4 separate Omni-send sub-accounts, and achieved above industry benchmarks OR and CTR.",
"Achieved +119% revenue increase YOY and 726% ROI in email channel during key gifting period.",
"'Spearheaded optimization for Paid Social - 35% conversion uplift' but 'Established effective Programmatic & Search partnership with Digital Marketing agency' (agency-run, not hands-on).",
"Email/lifecycle depth: '+19% email revenue and +14% AOV lift', '726% ROI in email channel', but role's core is paid-acquisition growth, not email lifecycle."
],
"three_rs": {
"reach": "Strong in owned/lifecycle channels (email/SMS, CRM) but weak in the paid reach channels this role centers on (Meta scaling, SEM, programmatic/geofencing are agency-managed or absent).",
"relevance": "Low domain relevance: ecommerce/DTC and climate-tech, no subprime lending/fintech or Spanish-language/US Hispanic audience experience.",
"resonance": "High resonance in email content/CRM messaging and A/B testing, but not in direct-response paid funnel messaging for a lending product."
},
"match_reasons": [
{
"reason": "Deep lifecycle/email and CRM automation execution relevant to email/SMS/WhatsApp lifecycle build (req-006) and CRM stand-up (req-009)",
"evidence": "'Set-up marketing automation for welcome flows... achieved above industry benchmarks'; tools include 'HubSpot, Salesforce, Klaviyo'."
},
{
"reason": "Experience standing up marketing infrastructure/CRM from near-zero for early-stage brands (partial req-002)",
"evidence": "'setting up the CRM and email marketing systems' at Ghost Democracy pre-launch; 'created a new data architecture, cleaned the dataset & transferred it to Omnisend'."
},
{
"reason": "Some GTM strategy experience for US market launches",
"evidence": "'Created Go-to-Market Strategy to launch Prelove You successfully into the US market.'"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social scaling): No evidence of hands-on running/scaling Meta ads across FB/IG/WhatsApp; paid social work was advisory/upskilling and programmatic/search were agency-managed.",
"req-003 (CRO in high-volume direct-response): No evidence of CPL/CPA reduction or funnel CRO in a direct-response lead environment; optimization work is email-channel focused.",
"req-005 (US GTM for Credit Elevator lending product): GTM experience is in ecommerce/climate-tech, with no lending/credit-product or subprime launch experience.",
"req-001 (hands-on full-funnel growth operator): Hands-on strength is concentrated in email/CRM lifecycle, not across the paid acquisition funnel the role requires; recent roles are fractional CMO/advisory."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "andrew_at_effectivemarketinginc_com",
"email": "andrew@effectivemarketinginc.com",
"name": "Andrew Parker",
"score": 57,
"passes_all_hard": false,
"summary": "Andrew is a strong email/marketing-automation operator and certified in HubSpot, Salesforce, Google Ads and Meta Ads, with genuine hands-on execution chops (built flows, wrote copy, stood up HubSpot, cleaned lists). He shows real full-funnel infrastructure and CRM stand-up capability, plus some lifecycle/SMS and CRO teaching credentials. However, his center of gravity is B2B email and lifecycle marketing, not high-lead-volume direct-response paid-social growth. Evidence of scaling Meta paid social in a consumer acquisition funnel is thin, and there is no subprime lending/fintech, Spanish-language/US Hispanic market, or programmatic/geofencing experience. His CRO evidence is largely teaching and email-metric optimization rather than proven 10-15% funnel conversion lifts in a paid acquisition environment. He does not clearly satisfy several HARD requirements (Meta scaling, CRO in DR environment, and Credit Elevator-style GTM launch).",
"synthesis_quote": "Andrew's main strengths lie in the world of email and marketing automation. He is a certified expert in Marketo and Hubspot and a former Salesforce Admin.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 45,
"weight": 25,
"evidence": "Certified in Google Ad and Meta Ads and has managed paid ads budgets large ($3.4M/annual)... Marketing Operations Consultant... Leading HubSpot implementation.",
"rationale": "Meets CRM stand-up and hands-on strategy+execution, and holds Meta ad certification, but lacks concrete evidence of scaling Meta paid social in a consumer DR funnel, no proven 10-15% conversion lift in a high-lead-volume DR context, and no product GTM launch comparable to Credit Elevator. Several HARD requirements are unproven."
},
"functional_expertise": {
"score": 60,
"weight": 20,
"evidence": "Built and scaled outbound marketing systems supporting 15+ industry verticals... Increased qualified inbound conversations by 37%; certified Marketo/HubSpot; Salesforce Admin.",
"rationale": "Deep functional expertise but concentrated in email/lifecycle/marketing automation and B2B demand gen, which is a different lane than the paid-social-led consumer growth engine this role needs."
},
"industry_audience_relevance": {
"score": 25,
"weight": 12,
"evidence": "Industries: Ecommerce, Local Businesses, Marketing Agencies, Media, Software & Tech; Hello Funding 'right businesses with the right funding solutions.'",
"rationale": "Hello Funding is B2B funding lead-gen, not subprime consumer lending; no fintech/subprime credit-building product experience and no Spanish-language/US Hispanic market experience. Low relevance to Harmoney's audience."
},
"hands_on_execution": {
"score": 80,
"weight": 15,
"evidence": "Served as lead copywriter... writing approximately 10-15 emails per week; built welcome/onboarding, abandoned cart, post-purchase flows; set up DKIM/SPF; integrated Shopify and Klaviyo.",
"rationale": "Clearly a personal operator who builds, writes, ships, and optimizes. Strong on execution, though execution is skewed toward email rather than paid acquisition."
},
"strategy_and_judgment": {
"score": 65,
"weight": 10,
"evidence": "Established repeatable, scalable marketing processes that reduced lead acquisition costs by 17%; created 7 accredited marketing courses on... conversion rate optimization, customer journey building.",
"rationale": "Shows planning, process design, and CRO teaching judgment, but strategy evidence is more about systems/ops and B2B pipeline than consumer growth GTM diagnosis."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "Tools: HubSpot, Salesforce, Pardot, Klaviyo, Iterable, ActiveCampaign, Google Analytics; certified Google Ads and Meta Ads.",
"rationale": "Excellent CRM/ESP/automation tool fit including HubSpot and Salesforce named in the brief; Meta/Google certified. Missing evident programmatic/geofencing and WhatsApp mass-messaging tooling."
},
"measurement_optimization": {
"score": 68,
"weight": 6,
"evidence": "Improved open rates by 12% and CTR by 2.7%; boosted deliverability to 96%; increased qualified inbound conversations by 37%; reduced lead acquisition costs by 17%.",
"rationale": "Consistent KPI ownership, A/B testing, and metric improvement, but mostly email/deliverability metrics rather than paid-funnel CPL/CPA/conversion optimization at scale."
},
"availability_budget_fit": {
"score": 45,
"weight": 4,
"evidence": "has_availability: false; preferred_hourly_pay_rate: $100/hr; location Herriman, Utah (US, AMER).",
"rationale": "US-based and AMER timezone fit is good and rate is reasonable, but profile shows no current availability, and role wants to start ASAP."
}
},
"final_score_rationale": "The biggest positive drivers are hands-on execution (80) and tool/platform fit (78) — Andrew personally builds flows and copy and knows HubSpot/Salesforce/Klaviyo plus holds Meta/Google certifications. The biggest penalties are hard_requirements_fit (45) and industry_audience_relevance (25): there is no subprime/fintech lending or Spanish-language/US Hispanic market experience, no programmatic/geofencing evidence, and only certification-level (not scaled) Meta paid-social proof. His functional depth is real but sits in the email/lifecycle/B2B lane rather than the consumer paid-acquisition, direct-response growth engine this role requires. He fails several HARD requirements, so passes_all_hard is false and the composite lands in the upper-50s.",
"evidence_snippets": [
"Andrew's main strengths lie in the world of email and marketing automation. He is a certified expert in Marketo and Hubspot and a former Salesforce Admin.",
"certified in Google Ad and Meta Ads and has managed paid ads budgets large ($3.4M/annual) and small ($50k/annual).",
"Marketing Operations Consultant... Leading HubSpot implementation, consolidating multiple tools into one platform.",
"Built and scaled outbound marketing systems supporting 15+ industry verticals... Increased qualified inbound conversations by 37%.",
"Served as lead copywriter for all emails, writing approximately 10-15 emails per week.",
"created 7 accredited marketing courses on email marketing, conversion rate optimization, paid advertising, ... customer journey building.",
"Certified in Google Ad and Meta Ads and has managed paid ads budgets large ($3.4M/annual)... Marketing Operations Consultant... Leading HubSpot implementation.",
"Built and scaled outbound marketing systems supporting 15+ industry verticals... Increased qualified inbound conversations by 37%; certified Marketo/HubSpot; Salesforce Admin."
],
"three_rs": {
"reach": "Meta/Google ad certified and manages paid budgets, but reach experience is not demonstrably in high-volume consumer paid social; no programmatic/geofencing or WhatsApp mass messaging.",
"retain": "Strong lifecycle/email retention: welcome, abandoned cart, post-purchase, reactivation flows in Klaviyo/HubSpot.",
"revenue": "Documented revenue impact ($25k in two months, $5M direct sales, +37% qualified conversations) but mostly B2B/ecommerce, not subprime lending conversion."
},
"match_reasons": [
{
"reason": "Hands-on operator who builds and ships marketing infrastructure and CRM",
"evidence": "Leading HubSpot implementation, consolidating multiple tools into one platform... reduced tech stack costs by $3500/month"
},
{
"reason": "Full lifecycle/email execution capability from near-zero",
"evidence": "Grew email database to 6,982 in two months from zero; built welcome/onboarding, abandoned cart recovery, post-purchase nurturing flows"
},
{
"reason": "Relevant tool fit including HubSpot, Salesforce, Klaviyo",
"evidence": "tools: HubSpot, Salesforce, Pardot, Klaviyo, Iterable, ActiveCampaign, Google Analytics"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social scaling): Holds Meta Ads certification and managed paid budgets, but no concrete evidence of running/scaling Facebook/Instagram/WhatsApp ads in a consumer acquisition funnel — paid experience appears B2B/general, not proven Meta scaling.",
"req-003 (CRO in high-lead-volume DR environment): CRO evidence is teaching (course creation) and email open/CTR/deliverability improvements, not a proven 10-15% conversion lift or CPL/CPA reduction in a direct-response consumer funnel.",
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US mainland go-to-market product launch for a consumer credit/lending product.",
"req-010 (partial, financial/subprime): Hello Funding is B2B funding lead-gen, not subprime consumer credit-building; no subprime/fintech consumer lending background."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "janky_patel_at_gmail_com",
"email": "janky.patel@gmail.com",
"name": "Janky Patel",
"score": 59,
"passes_all_hard": false,
"summary": "Janky Patel is a strong DTC ecommerce paid social + lifecycle growth marketer with hands-on Meta and Klaviyo email execution, real CRO wins (50% CPA reduction, ROAS lifts), and full-funnel experience at beauty/jewelry brands like Too Faced, Machete, and Glamour Jewelry Box. However, her entire track record is consumer ecommerce products (beauty, jewelry, CPG) — she has no financial services / subprime lending experience, no clear paid search/SEM, no programmatic/geofencing, no SMS/WhatsApp mass-messaging or CRM stand-up evidence, and no US Hispanic / Spanish-language market experience. The role's HARD requirement for a US go-to-market launch of a compound credit product (Credit Elevator) and lead-gen-oriented, high-lead-volume direct response funnel in a lending context is not supported by her ecommerce-conversion background. She is a good operator in the wrong lane.",
"synthesis_quote": "involved the development and execution of a full-funnel growth strategy aimed at enhancing customer acquisition and retention",
"weighted_scores": {
"hard_requirements_fit": {
"score": 45,
"weight": 25,
"evidence": "full-funnel growth strategy ... customer acquisition and retention (Too Faced); scaling Facebook to six-figure monthly spend (Machete)",
"rationale": "Satisfies hands-on execution and Meta paid social HARD requirements strongly, and shows some funnel/CRO capability. But the US GTM launch for a subprime credit product, lead-volume direct-response CRO, and near-zero infrastructure build in a financial services context are not evidenced. Her funnels are ecommerce checkout funnels, not lending lead funnels. Multiple hard requirements only partially met, so this must be low."
},
"functional_expertise": {
"score": 72,
"weight": 20,
"evidence": "50% reduction in CPA ... 8% increase in email conversion rates ... 15% increase in overall revenue; 2.5-fold increase in ROAS",
"rationale": "Genuine depth in paid social and lifecycle email growth marketing with concrete metrics. But the depth is concentrated in DTC ecommerce paid social/email, not the multi-channel lead-gen/lending growth motion this role centers on."
},
"industry_audience_relevance": {
"score": 20,
"weight": 12,
"evidence": "industries: Ecommerce, Local Businesses, Marketing Agencies; subindustries: Beauty, Jewelry, Skincare, Fashion, CPG; audiences: Consumers (B2C)",
"rationale": "No financial services, fintech, subprime lending, or credit-building experience. No Spanish-language / US Hispanic market evidence. Entirely consumer ecommerce products, which is a poor match for a subprime lending / credit product launch."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "You'll manage Meta campaigns directly; writing, designing, and implementing automated email series; rigorous audience testing regime and a systematic creative strategy",
"rationale": "Clearly a hands-on operator who personally runs Meta campaigns, builds email flows, and tests creative. Freelance ~10-15 hrs/week executor profile, exactly the operator posture the role wants — just in a different vertical."
},
"strategy_and_judgment": {
"score": 68,
"weight": 10,
"evidence": "tailored ad copy to different stages of the marketing funnel; test-and-learn approach; strategic focus on acquiring high lifetime value (LTV) customers",
"rationale": "Shows funnel-stage thinking, testing judgment, and LTV-oriented prioritization. But no evidence of structured GTM launch planning for a new product/market or infrastructure-from-zero planning."
},
"tool_platform_fit": {
"score": 60,
"weight": 8,
"evidence": "tools: Facebook, Instagram, Klaviyo, Google Analytics, CRMs (Salesforce, HubSpot, etc), Landing page tools, A/B testing tools; Klaviyo Product and SMS Strategy Certifications",
"rationale": "Strong on Meta, email/Klaviyo, GA, landing pages; CRM listed and SMS certified. But no demonstrated Google SEM execution, no programmatic/geofencing, no WhatsApp mass messaging, and CRM stand-up is listed not proven."
},
"measurement_optimization": {
"score": 78,
"weight": 6,
"evidence": "Reduced Cost Per Acquisition by over 50%; 8% increase in email conversion rates; provide weekly performance reports and data-driven campaign recommendations",
"rationale": "Solid measurement discipline: CPA/ROAS/conversion metrics, A/B testing, and reporting cadence. Directly relevant to the CPL/CPA reduction goals, though proven on ecommerce KPIs."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active, has_availability: true; preferred_hourly_pay_rate: $60/hr; Commitment: ~10-15 hours/week; location: New York, US",
"rationale": "Active with availability and a modest rate well within budget; US-based AMER timezone. Current freelance commitments are part-time (~10-15 hrs/week), which may limit capacity for a from-zero build-out."
}
},
"final_score_rationale": "Biggest positives: genuine hands-on execution across Meta paid social and Klaviyo lifecycle email, with concrete CRO/measurement wins (50% CPA reduction, 2.5x ROAS, conversion lifts) and full-funnel ecommerce experience. Biggest penalties: she fails several HARD requirements in context — no financial services/subprime/credit product experience, no evidence of leading a US go-to-market product launch, no lead-gen direct-response funnel in a high-lead-volume lending context, and gaps on required/important channels (paid search/SEM, programmatic/geofencing, WhatsApp/SMS mass messaging, CRM stand-up). Industry/audience relevance is very weak (all DTC beauty/jewelry/CPG, no Spanish-language/Hispanic market). She is a capable operator in the wrong lane, so the ecommerce strength is not transferred to the lending GTM requirements. passes_all_hard is false.",
"evidence_snippets": [
"involved the development and execution of a full-funnel growth strategy aimed at enhancing customer acquisition and retention",
"Reduced Cost Per Acquisition by over 50% ... 8% increase in email conversion rates ... 15% increase in overall revenue",
"scaling the company's Facebook advertising budget to a six-figure monthly spend ... 2.5-fold increase in ROAS",
"You'll manage Meta campaigns directly and align with the email and merchandising leads",
"Patel holds Klaviyo Product and SMS Strategy Certifications",
"industries: Ecommerce, Local Businesses ... subindustries: Beauty, Jewelry, Skincare, Fashion",
"full-funnel growth strategy ... customer acquisition and retention (Too Faced); scaling Facebook to six-figure monthly spend (Machete)",
"50% reduction in CPA ... 8% increase in email conversion rates ... 15% increase in overall revenue; 2.5-fold increase in ROAS"
],
"three_rs": {
"reach": "Proven reach via Meta (Facebook/Instagram) paid social at up to ~$49K/month spend and Klaviyo email; no paid search, programmatic/geofencing, WhatsApp, or Spanish-language channel reach demonstrated.",
"resonance": "Strong creative testing and audience segmentation resonance in DTC beauty/jewelry consumer context; no resonance evidence for subprime/credit-building or US Hispanic financial audiences.",
"results": "Concrete ecommerce results (50% CPA cut, 2.5x ROAS, 15-23% revenue lifts, conversion improvements) but none in a lending/lead-gen or GTM-launch context relevant to this role."
},
"match_reasons": [
{
"reason": "Hands-on Meta paid social operator managing campaigns directly",
"evidence": "You'll manage Meta campaigns directly ... 5+ years running Meta Ads for ecommerce DTC brands"
},
{
"reason": "Demonstrated CRO / CPA reduction capability",
"evidence": "resulted in a 50% reduction in CPA ... consistently achieved monthly CPA targets"
},
{
"reason": "Full-funnel lifecycle email execution with A/B testing",
"evidence": "writing, designing, and implementing automated email series ... A/B testing efforts led to an 8% increase in email conversion rates"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a new product or entering a new market; experience is ongoing DTC ecommerce optimization, not product/market launch.",
"req-003 (CRO in high-lead-volume direct-response lending): CRO evidence is ecommerce checkout/ROAS, not high-lead-volume lead-gen direct-response funnels for a lending product; conversion context does not match.",
"req-002 (full-funnel infrastructure from near-zero): No evidence of standing up CRM/marketing automation or full acquisition-to-conversion infrastructure from near-zero; CRM only listed as a tool, not built.",
"req-010 (financial services/subprime lending): No financial services, fintech, or subprime lending background — entirely beauty/jewelry/CPG ecommerce."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "andreylucha_at_gmail_com",
"email": "andreylucha@gmail.com",
"name": "Andre Lucha",
"score": 76,
"passes_all_hard": true,
"summary": "Andre Lucha is a senior growth/ecommerce marketing executive with 15+ years across DTC, fintech/blockchain, and health-tech. He shows strong, concrete evidence across every hard requirement lane: full-funnel builds and customer journey maps (Eternyze), CRO/A/B testing with measurable CAC reductions (Clearly -20% CAC, FitTrack -20% CAC, +10% LTV), Meta/Facebook/Instagram paid social, and multiple product/brand launches including a subscription GTM (Hume by FitTrack). He has directly relevant fintech/crypto lending-adjacent experience at Eternyze and Finance/FinTech subindustry tags. The main risks are that most recent large-scale work is senior VP-level leading teams of 15-25 (delegation vs. hands-on operation), his channel depth skews DTC ecommerce rather than subprime direct-response consumer lending, and there is no explicit Spanish-language / US Hispanic market or WhatsApp mass-messaging / geofencing evidence.",
"synthesis_quote": "A senior full-funnel growth leader with proven CRO, CAC reduction, and GTM launches — but likely more strategist than the near-zero hands-on operator this subprime, Spanish-market lending role demands.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "'built out sales funnels and customer journey maps' (Eternyze); '20% year-over-year decrease in customer acquisition costs'; 'conversion rate optimization, A/B testing'; 'The launch of Hume by FitTrack... led to $2 million in ARR'",
"rationale": "Meets all five HARD reqs at a plausible-to-strong level: hands-on growth (with delegation caveat), funnel/journey building from scratch (Eternyze CRM of 300 prospects, sales funnels), CRO with concrete CAC/LTV gains, Meta/Facebook ads, and multiple structured product launches. No hard req is contradicted, so passes_all_hard is true, but seniority-heavy profile and DTC (not lending direct-response) bias keep this from top marks."
},
"functional_expertise": {
"score": 80,
"weight": 20,
"evidence": "'ROI-driven strategies across... Display/Programmatic, CTV, SEM, SEO, CRM, Email, and Analytics'; 'conversion rate optimization, A/B testing, and cohort analysis'; 'built out sales funnels and customer journey maps'",
"rationale": "Deep, specific full-funnel growth expertise across acquisition, lifecycle, CRO, and analytics with quantified outcomes. Strong core-function fit for a growth marketer, though depth is anchored in ecommerce/DTC rather than lead-nurture lending funnels."
},
"industry_audience_relevance": {
"score": 68,
"weight": 12,
"evidence": "'growth marketing within the fintech and blockchain sectors' (Eternyze); subindustries include 'Finance', 'FinTech'; consumer DTC B2C audiences",
"rationale": "Genuine fintech/blockchain B2B lead-gen experience and Finance/FinTech tags are relevant, but this is crypto/investment fintech, not subprime consumer lending or credit-building. No Spanish-language / US Hispanic / Puerto Rico market evidence, which is highly relevant here."
},
"hands_on_execution": {
"score": 66,
"weight": 15,
"evidence": "'utilized tools such as Mamoto, Google Analytics... HubSpot, Salesforce, and coding languages like HTML, CSS, WordPress, MailChimp, and JavaScript'; 'set up smart contracts'; Mommy and Me Swag DTC operator role",
"rationale": "Some concrete personal-execution signals (coding, tool setup, smaller operator gigs at Mommy and Me Swag/Heidi Merrick). However, flagship roles are VP-level leading teams of 15-25 with agencies and BCG, suggesting a director-leaning profile; the role explicitly needs someone 'actually doing the work, not just directing it.'"
},
"strategy_and_judgment": {
"score": 85,
"weight": 10,
"evidence": "'integrated the Match Market incremental omnichannel ROAS attribution model, which led to a 20% year-over-year decrease in customer acquisition costs'; 'led the transition from a freemium to a premium subscription model'; 'strategic decision to bring all paid channels in-house resulted in $1 million in savings'",
"rationale": "Excellent diagnosis, prioritization, and business-translation judgment: attribution modeling, in-housing decisions, model transitions, and GTM planning. Strong evidence of translating goals into practical plans."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "tools list: 'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'ManyChat', 'Facebook', 'Instagram', 'Google Analytics', 'Search Ads 360'; 'transitioned CRM management to Klaviyo... 6 million subscribers'",
"rationale": "Strong match on the implied stack: HubSpot/Salesforce (CRM stand-up), Klaviyo/email, Meta, Google SEM/SA360, ManyChat (messaging/chatbots). Missing explicit WhatsApp mass messaging and geofencing platform evidence."
},
"measurement_optimization": {
"score": 86,
"weight": 6,
"evidence": "'20% year-over-year reduction in Customer Acquisition Costs'; '10% increase in customer Lifetime Value'; 'monitored lead generation and conversion rates, using analytical tools to evaluate marketing CPA and ROI'; 'A/B testing... cohort analysis'",
"rationale": "Repeated, quantified CAC/CPA reduction, LTV lift, attribution modeling, and experimentation across multiple roles. Precisely the measurement/optimization discipline this conversion-focused role requires."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $75/hr'; 'has_availability: true'; 'location: Vancouver, British Columbia, CA'",
"rationale": "Available and a $75/hr rate is well within the ~$12-15K/month all-in band. Vancouver timezone (PT) is workable with a Miami-based team, though not ideal, and no Spanish-language fit noted for a Spanish-market client."
}
},
"final_score_rationale": "Biggest positive drivers: strong functional growth expertise (80), standout strategy/judgment (85) and measurement/optimization (86) with repeated quantified CAC reductions and LTV lifts, plus solid tool/platform fit (82) covering HubSpot/Salesforce, Klaviyo, Meta, and SEM. He clears all five hard requirements with concrete evidence (funnels/journeys, CRO, Meta, GTM launches), so passes_all_hard is true. Key penalties: hands-on execution (66) is limited because his marquee work is VP-level leadership of 15-25 person teams — the role explicitly wants an operator doing the work, not directing it. Industry/audience relevance (68) is dampened because his fintech is crypto/investment, not subprime consumer lending, and there is no Spanish-language / US Hispanic / Puerto Rico market experience, plus no explicit WhatsApp mass-messaging or geofencing proof. These gaps in the specific direct-response, Spanish-market, subprime-lending context keep the overall score in the upper-middle range.",
"evidence_snippets": [
"'built out sales funnels and customer journey maps, achieving over 100 lead conversions in a quarter' (Eternyze)",
"'His focus on conversion rate optimization, A/B testing, and cohort analysis contributed to a 10% increase in customer Lifetime Value'",
"'integrated the Match Market incremental omnichannel ROAS attribution model... 20% year-over-year reduction in Customer Acquisition Costs'",
"'growth marketing within the fintech and blockchain sectors' (Eternyze AG)",
"'The launch of Hume by FitTrack... led to $2 million in ARR in its first year'",
"'transitioned CRM management to Klaviyo, overseeing a subscriber base of over 6 million'",
"A senior full-funnel growth leader with proven CRO, CAC reduction, and GTM launches — but likely more strategist than the near-zero hands-on operator this subprime, Spanish-market lending role demands.",
"'built out sales funnels and customer journey maps' (Eternyze); '20% year-over-year decrease in customer acquisition costs'; 'conversion rate optimization, A/B testing'; 'The launch of Hume by FitTrack... led to $2 million in ARR'"
],
"three_rs": {
"role_fit": "Strong full-funnel growth marketer whose strategy, CRO, and measurement chops map directly to Harmoney's conversion-lift and funnel-build needs; execution/hands-on level and Spanish-market/subprime context are the open questions.",
"risk": "Profile skews senior VP/director leading large teams and agencies, so may resist a hands-on near-zero build; no evidence of Spanish-language/US Hispanic marketing, WhatsApp mass messaging, or geofencing; fintech experience is crypto, not subprime lending.",
"recommendation": "Advance to interview with probing on personal hands-on execution (would he build/ship flows himself), Spanish-language capability, WhatsApp/SMS mass-messaging, geofencing, and comfort with a subprime consumer-lending direct-response funnel."
},
"match_reasons": [
{
"reason": "Proven CRO and CAC reduction in high-volume acquisition environments",
"evidence": "'20% year-over-year reduction in Customer Acquisition Costs' and '10% increase in customer Lifetime Value'"
},
{
"reason": "Full-funnel infrastructure and customer journey building from scratch",
"evidence": "'built out sales funnels and customer journey maps' with a CRM of 300 prospects at Eternyze"
},
{
"reason": "Multi-channel and product launch experience including GTM",
"evidence": "'The launch of Hume by FitTrack... led to $2 million in ARR'; multiple channel/brand launches"
},
{
"reason": "Relevant tool stack for CRM stand-up and lifecycle",
"evidence": "'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'ManyChat'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jhana_ellard_at_gmail_com",
"email": "jhana.ellard@gmail.com",
"name": "Jhana Ellard",
"score": 59,
"passes_all_hard": false,
"summary": "Jhana is a strong ecommerce/DTC performance marketer with deep paid acquisition experience across Meta, Google, YouTube, and CTV, including building ad programs from the ground up and managing 6-8 figure spend. She satisfies the Meta hard requirement and shows genuine full-funnel/growth-strategy work. However, her experience is heavily DTC ecommerce (RVs, ovens, festivals, socks), not subprime lending/financial services, and there is no evidence of high-lead-volume direct-response lead-gen CRO (10-15% conversion lifts, CPL/CPA reduction) or lifecycle messaging via email/SMS/WhatsApp. The Credit Elevator US GTM for a Spanish-language Hispanic financial audience is also unaddressed. She passes some hard requirements but not all.",
"synthesis_quote": "Built from the ground up the ad program for Gozney across Meta, Google, YouTube, Connected TV, & Microsoft Ads ... Managed a media budget of ~6-8mil ad spend/year",
"weighted_scores": {
"hard_requirements_fit": {
"score": 50,
"weight": 25,
"evidence": "Launched paid acquisition programs from scratch on Linkedin, Meta, and Google Ads. 6-figure monthly budgets.",
"rationale": "Passes Meta (req-004) and hands-on operator (req-001) strongly, and shows infrastructure/tracking setup (req-002 partial). But no evidence of high-lead-volume direct-response CRO with conversion-lift targets (req-003), no US GTM launch for a financial/credit product (req-005), and no subprime/fintech background. Multiple hard requirements unmet or unproven."
},
"functional_expertise": {
"score": 78,
"weight": 20,
"evidence": "Management of Meta, Google, YouTube, ads across two business properties and ~$50,000 spend/month ... Extensive integration between Hubspot and ad platforms for dashboards, reporting, and attribution",
"rationale": "Deep, specific paid acquisition expertise across multiple platforms with clear personal execution. Strong in performance media, though skewed to ecommerce rather than lead-gen lifecycle growth."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "industries: Ecommerce, Marketing Agencies, Marketplaces, Media, Software & Tech",
"rationale": "No financial services, fintech, or subprime lending experience. No Spanish-language / US Hispanic audience evidence; located in Canada. Audience and industry are DTC ecommerce, largely irrelevant to a subprime credit product launch."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "Built from the ground up the ad program for Gozney across Meta, Google, YouTube, Connected TV, & Microsoft Ads",
"rationale": "Clearly a hands-on operator who personally builds and runs campaigns, sets up tracking, and manages spend directly. Strong operator fit for a build-from-zero role."
},
"strategy_and_judgment": {
"score": 75,
"weight": 10,
"evidence": "Built out a complete marketing launch & lifecycle strategy for the entire marketing team ... setting objectives and KPIs, identifying target demographics, and recommending a media mix strategy",
"rationale": "Demonstrates full-funnel strategic planning, stakeholder research, and launch strategy work at Quartermaster and as Fractional Head of Growth, though in festival/ecommerce contexts."
},
"tool_platform_fit": {
"score": 68,
"weight": 8,
"evidence": "tools: CRMs (Salesforce, HubSpot, etc), Google Analytics, Unbounce, Landing page tools ... Klaviyo",
"rationale": "Good coverage of Meta/Google, HubSpot, landing page tools, and analytics. Missing WhatsApp mass messaging, SMS, and programmatic/geofencing which the role emphasizes."
},
"measurement_optimization": {
"score": 70,
"weight": 6,
"evidence": "Extensive integration between Hubspot and ad platforms for dashboards, reporting, and attribution ... 3118 tickets sold and generated 730K in revenue",
"rationale": "Solid attribution, reporting, and A/B testing/landing page optimization skills with revenue outcomes, but no evidence of high-volume lead funnel CRO or CPL/CPA reduction specifically."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $80/hr ... status: active, has_availability: true",
"rationale": "Available and active. $80/hr could fit the ~$12-15K/month band, but Canada/Toronto timezone and no Spanish-market alignment are mild concerns; budget is a soft preference."
}
},
"final_score_rationale": "Biggest positive drivers: genuine hands-on execution and deep paid acquisition expertise across Meta/Google/YouTube/CTV, building programs from scratch and managing large budgets (strong functional_expertise and hands_on_execution). Biggest penalties: no financial services / subprime / fintech background, no Spanish-language / US Hispanic audience experience, no direct-response high-lead-volume CRO with the conversion-lift/CPL-CPA framing the role demands, and no email/SMS/WhatsApp/programmatic/geofencing lifecycle experience. Her strength is DTC ecommerce paid media, a different lane from this lead-gen credit-product GTM, so it is not fully transferable. Fails passes_all_hard on req-003 (direct-response CRO), req-005 (Credit Elevator US GTM), and unproven req-002 depth.",
"evidence_snippets": [
"Built from the ground up the ad program for Gozney across Meta, Google, YouTube, Connected TV, & Microsoft Ads",
"Management of Meta, Google, YouTube, ads across two business properties and ~$50,000 spend/month",
"Extensive integration between Hubspot and ad platforms for dashboards, reporting, and attribution",
"Built out a complete marketing launch & lifecycle strategy for the entire marketing team",
"industries: Ecommerce, Marketing Agencies, Marketplaces, Media, Software & Tech",
"primary_specialty: Paid Search ... roles: Paid Search Marketer, Paid Social Media Marketer",
"Built from the ground up the ad program for Gozney across Meta, Google, YouTube, Connected TV, & Microsoft Ads ... Managed a media budget of ~6-8mil ad spend/year",
"Launched paid acquisition programs from scratch on Linkedin, Meta, and Google Ads. 6-figure monthly budgets."
],
"three_rs": {
"reach": "Strong reach expertise across Meta, Google, YouTube, and CTV paid acquisition, but concentrated on DTC ecommerce audiences rather than the Spanish-language US Hispanic subprime audience the role targets.",
"resonance": "Good creative strategy and campaign structure judgment, though messaging experience is festival/DTC-product oriented, not financial-services/credit-building resonance.",
"reaction": "Solid measurement, attribution, and A/B/landing-page optimization, but lacks proven high-lead-volume direct-response CRO with CPL/CPA and conversion-lift outcomes."
},
"match_reasons": [
{
"reason": "Proven Meta paid social operator satisfying req-004",
"evidence": "Launched paid acquisition programs from scratch on Linkedin, Meta, and Google Ads. 6-figure monthly budgets."
},
{
"reason": "Hands-on full-funnel operator who builds infrastructure from zero",
"evidence": "Built from the ground up the ad program for Gozney ... Extensive integration between Hubspot and ad platforms for dashboards, reporting, and attribution"
},
{
"reason": "Strategic launch planning experience",
"evidence": "Built out a complete marketing launch & lifecycle strategy for the entire marketing team"
}
],
"hard_fail_reasons": [
"req-003 (CRO): No evidence of high-lead-volume direct-response conversion rate optimization with 10-15% conversion lifts or CPL/CPA reduction; experience is ecommerce revenue/ticket sales, not lead-funnel CRO.",
"req-005 (US GTM for Credit Elevator): No experience launching a financial/credit product go-to-market; launch work is festival/ecommerce only.",
"req-002 (full-funnel infrastructure from near-zero): Partial only — built ad programs from scratch but no proof of standing up CRM/customer-journey/lifecycle automation engine for a ~3,000 lead/month direct-response operation.",
"req-010 (financial services/fintech/subprime): No financial services, fintech, or subprime lending background in profile."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jakemadoff210_at_gmail_com",
"email": "jakemadoff210@gmail.com",
"name": "Jake Madoff",
"score": 77,
"passes_all_hard": true,
"summary": "Jake is a full-stack, hands-on growth marketer with strong, concrete proof across the exact channels this role centers on: Meta paid social, Google SEM/PMax, full-funnel builds, and CRO. He personally manages large budgets ($200K/month at The/Studio) and shows repeated CPL/CPA reduction and conversion lift outcomes (CPA $75→$50, CVR +30%, CPL -28%). He has directly relevant financial-services lead-gen experience (SignatureFD financial advisory, Mountbatten alternative capital) and DTC lead generation. Gaps: he is subprime/consumer-credit-adjacent but not a proven subprime/fintech lending operator; his lifecycle (email/SMS/WhatsApp) and programmatic evidence is listed as skills/tools but thin in outcomes; no Spanish-language / US Hispanic market experience shown; and no explicit structured US GTM product-launch case study, though he lists GTM strategy/execution and new product/brand launch skills. He meets the hard requirements but with weaker proof on lifecycle messaging, WhatsApp, and Spanish-market fit.",
"synthesis_quote": "I'm a full-stack growth marketing expert... I specialize in paid social, paid search, OTT, Amazon Ads, and CRO. I've led growth at three multi-million dollar startups across e-commerce and lead generation verticals.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads; reduced CPL by 28%; improvement of ... 30% ... conversion rates; skills include 'GTM - Execution', 'GTM - Strategy', 'New product launch'",
"rationale": "Clears the hands-on operator, full-funnel, CRO, and Meta hard requirements with concrete proof. Weaker on the structured US GTM launch requirement (listed as skills, no product-launch case study) and no WhatsApp-specific evidence, so this is a pass with reservations rather than exceptional."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "full-funnel advertising approach ... low CPA; paid social, paid search, OTT, Amazon Ads, and CRO; built full-funnel Meta campaigns that cut CPLs below $90",
"rationale": "Deep, specific growth/performance-marketing expertise across paid acquisition and CRO, exactly the core function requested."
},
"industry_audience_relevance": {
"score": 60,
"weight": 12,
"evidence": "led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm ... reduced CPL by 28%; Mountbatten Global ... attract investors in Alternative Capital management",
"rationale": "Financial-services lead-gen experience exists, but it's high-net-worth advisory / investor targeting, essentially the opposite end from subprime/non-traditional lending consumers. No Spanish-language/US Hispanic market experience shown, which is highly relevant here."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "He managed $200K/month across Meta and Google Ads; conducted a funnel audit that enhanced the purchase conversion rate; Optimized audience targeting and ad creative strategies",
"rationale": "Clearly an operator who personally builds, tests, and optimizes campaigns rather than delegating; strong fit for the hands-on nature of the role."
},
"strategy_and_judgment": {
"score": 74,
"weight": 10,
"evidence": "By introducing a robust full-funnel advertising approach, he expanded Monosuit's reach to new audiences while maintaining a low CPA; multi-channel marketing approach enhanced brand visibility and established a robust customer acquisition pipeline",
"rationale": "Shows funnel diagnosis, channel prioritization, and testing judgment; less evidence of large-scale structured GTM planning for a new market launch."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc), Google Analytics, Google Tag Manager, Landing page tools, A/B testing tools; Programmatic marketing skill",
"rationale": "Strong overlap with the implied stack (HubSpot/Salesforce, email, analytics, landing pages, programmatic). WhatsApp/SMS mass-messaging tooling not shown."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "reduction of the cost per acquisition from $75 to under $50; Boosted CTR by 40% and CVR by 30%; achieved a return on ad spend (ROAS) of 3.4",
"rationale": "Repeated, quantified performance-iteration outcomes on CPA, CPL, CVR, and ROAS, directly matching the success signals in the brief."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; location: New York, US",
"rationale": "Active and available, US-based with AMER target-buyer experience, and a $70/hr rate that fits comfortably within a ~$12-15K/month envelope. Not a Spanish-language market native."
}
},
"final_score_rationale": "The biggest positive drivers are hands-on execution (88) and functional expertise (82): Jake is a proven operator personally running six-figure monthly budgets across Meta and Google with quantified CPA/CPL/CVR/ROAS improvements, which maps tightly to this role's full-funnel, CRO, and Meta hard requirements. Measurement/optimization and tool fit are also strong. The score is pulled down by industry/audience relevance (60): his financial-services experience is high-net-worth advisory and investor targeting, not subprime/non-traditional consumer lending, and there is no Spanish-language / US Hispanic market evidence. Hard-requirements fit is a pass but not exceptional (74) because the structured US GTM launch for a specific product and WhatsApp/SMS mass-messaging lifecycle are supported only by skill tags, not concrete case studies. He passes all hard requirements but with meaningful proof gaps on lifecycle messaging, subprime fintech, and Spanish market.",
"evidence_snippets": [
"managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads for SMBs and enterprise buyers",
"reduction of the cost per acquisition from $75 to under $50",
"led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm ... reduced CPL by 28% and grew qualified leads by 45%",
"Boosted CTR by 40% and CVR by 30% with targeted ad creatives and high-intent keywords",
"conducted a funnel audit that enhanced the purchase conversion rate",
"tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc)",
"I'm a full-stack growth marketing expert... I specialize in paid social, paid search, OTT, Amazon Ads, and CRO. I've led growth at three multi-million dollar startups across e-commerce and lead generation verticals.",
"managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads; reduced CPL by 28%; improvement of ... 30% ... conversion rates; skills include 'GTM - Execution', 'GTM - Strategy', 'New product launch'"
],
"three_rs": {
"reach": "Strong multi-channel paid reach: proven Meta (FB/IG) and Google (Search/PMax) scaling at up to $200K/month, plus programmatic and OTT skills. Gaps in WhatsApp mass-messaging and Spanish-language reach relevant to Harmoney's PR/Hispanic audience.",
"resonance": "Demonstrated creative testing and audience segmentation that improved CTR/CVR, but no evidence of resonance with subprime/credit-building consumers or Spanish-language messaging.",
"results": "Consistent quantified performance results: CPA $75->$50, CPL -28%, CVR +30%, ROAS 3.4-4.0, MQL/SQL growth — directly aligned with Harmoney's conversion-lift and CPL/CPA-reduction goals."
},
"match_reasons": [
{
"reason": "Hands-on full-stack growth operator running large paid budgets personally",
"evidence": "managed $200K/month across Meta and Google Ads (PMax/Search)"
},
{
"reason": "Proven CRO and CPL/CPA reduction in lead-gen environments",
"evidence": "reduction of the cost per acquisition from $75 to under $50; reduced CPL by 28%"
},
{
"reason": "Meta + Google paid social/search expertise matching current primary channels",
"evidence": "specialize in paid social, paid search, OTT, Amazon Ads, and CRO"
},
{
"reason": "Some financial-services lead-gen exposure",
"evidence": "led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "mychal_turpin_at_gmail_com",
"email": "mychal.turpin@gmail.com",
"name": "Mychal Turpin",
"score": 59,
"passes_all_hard": false,
"summary": "Mychal is a seasoned B2C ecommerce paid-acquisition specialist (14+ years) with strong Meta and paid search chops, CRO wins (25% conversion lift at BeanBox, 50% CPA reduction at Inspire), and full-funnel ecommerce experience. He clearly executes hands-on. However, his experience is concentrated in DTC/ecommerce (chocolate, underwear, swim, coffee subscriptions) with heavy Pinterest weighting, not subprime lending/fintech, not Spanish-language markets, and not the lead-gen direct-response funnel + CRM stand-up profile this role needs. No evidence of Credit Elevator-style GTM launch, no email/SMS/WhatsApp lifecycle, no CRM/marketing automation stand-up, and no financial services background. He partially satisfies CRO and Meta hard requirements but lacks the US-GTM-launch for a financial product and full-funnel-from-near-zero infrastructure build in a high-lead-volume lending context.",
"synthesis_quote": "A seasoned growth marketer who exceeds business goals by using data to drive optimization... vast experience within paid social, SEM, programmatic display, and analytics.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 48,
"weight": 25,
"evidence": "'25% increase in conversion rates following landing page optimizations' (BeanBox); '50% decrease' in CPA (Inspire); tools include Facebook, Instagram, Google Adwords, programmatic display",
"rationale": "Satisfies hands-on operator (req-001), CRO (req-003), and Meta (req-004) partially. But no evidence of a structured US GTM product launch for a financial/credit product (req-005), and full-funnel infrastructure build (req-002) is ecommerce-oriented, not a near-zero lead-gen lending engine. Multiple hard reqs unmet or only tangentially met, so score is low and passes_all_hard is false."
},
"functional_expertise": {
"score": 72,
"weight": 20,
"evidence": "'scaling the company's Paid Social revenue from hundreds of thousands to tens of millions of dollars annually' (Negative); 'Improved Pinterest ad account ROAS by 30% while increasing spend by 40% YoY'",
"rationale": "Deep paid social/paid search performance-marketing expertise with real scaling and testing frameworks. Strong in core acquisition, but heavily Pinterest/DTC-weighted rather than the multi-channel lifecycle + funnel-building growth-marketer breadth this role emphasizes."
},
"industry_audience_relevance": {
"score": 25,
"weight": 12,
"evidence": "industries: Ecommerce, Local Businesses, Media, Services; subindustries: Alcohol, Pet Products, Subscriptions, Travel; audiences: Consumers (B2C)",
"rationale": "No financial services / fintech / subprime lending experience (req-010) and no Spanish-language / US Hispanic market experience (req-011). Audience is general B2C DTC ecommerce, not lending/credit-building. Low relevance to the regulated lending context and Hispanic market focus."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'Build and manage campaign structure and ad creative' (Myosin Media Buyer); 'spearheaded the transition to Shopify and the launch of paid acquisition' (FINE & RAW)",
"rationale": "Clearly a hands-on operator who personally builds campaigns, landing pages, and testing frameworks. Recent role is an individual-contributor media buyer at 15 hrs/week, confirming execution-level work rather than pure advisory."
},
"strategy_and_judgment": {
"score": 70,
"weight": 10,
"evidence": "'Created testing framework to determine best ads to launch on Pinterest'; 'full-funnel marketing strategy that increased brand awareness and primed users for the holiday sales period' (BeanBox)",
"rationale": "Demonstrates testing judgment, budget allocation across channels, and funnel-stage thinking. Solid but shown mostly in DTC ecommerce contexts, not GTM launch planning for a new financial product."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "tools: Google Adwords, Google Analytics, Google Tag Manager, Optimizely/VWO, Instapage/Unbounce, Google Display Network, Kenshoo, Search Ads 360",
"rationale": "Strong on ad platforms, analytics, and landing-page/CRO tooling. But no CRM/marketing automation (HubSpot/Salesforce) evidence (req-009), and no email/SMS/WhatsApp platforms (req-006). Partial fit."
},
"measurement_optimization": {
"score": 78,
"weight": 6,
"evidence": "'50% decrease' in CPA at Inspire; 'real-time dashboards that integrated Google Analytics data' (La Blanca); '25% increase in conversion rates'",
"rationale": "Consistent, quantified CRO/CPA optimization and analytics-driven iteration. This is a genuine strength directly relevant to the role's measurement goals."
},
"availability_budget_fit": {
"score": 65,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $90/hr; status: active, has_availability: true; recent role '15 hours per week'",
"rationale": "Active and available with a US-based rate that could fit within the ~$12-15K/month all-in band. Timezone (LA) is US-friendly. Soft preference; reasonable fit but Spanish-market fit is a gap."
}
},
"final_score_rationale": "Biggest positive drivers: genuine hands-on execution (82), documented CRO/CPA wins (BeanBox +25% conversion, Inspire -50% CPA), and strong paid social/search functional depth (scaled Negative from hundreds of thousands to tens of millions). Biggest penalties: no financial services/fintech/subprime lending experience and no Spanish-language/Hispanic market fit (industry relevance 25); no evidence of a structured US GTM launch for a financial product (req-005 unmet); no CRM/marketing-automation stand-up and no email/SMS/WhatsApp lifecycle experience (req-006, req-009 unmet); and his 'full-funnel' work is DTC-ecommerce (Pinterest-heavy) rather than a high-lead-volume lending direct-response engine built from near-zero. These missing hard/important requirements drive passes_all_hard to false and cap the overall score.",
"evidence_snippets": [
"25% increase in conversion rates following landing page optimizations (BeanBox)",
"His efforts resulted in a significant reduction of the cost per acquisition (CPA), achieving a 50% decrease (Inspire)",
"scaling the company's Paid Social revenue from hundreds of thousands to tens of millions of dollars annually (Negative)",
"vast experience within paid social, SEM, programmatic display, and analytics",
"industries: Ecommerce, Local Businesses, Media, Services; audiences: Consumers (B2C)",
"Manage paid media campaigns across Google Ads and Meta Ads (Myosin Media Buyer, 15 hours per week)",
"A seasoned growth marketer who exceeds business goals by using data to drive optimization... vast experience within paid social, SEM, programmatic display, and analytics.",
"'25% increase in conversion rates following landing page optimizations' (BeanBox); '50% decrease' in CPA (Inspire); tools include Facebook, Instagram, Google Adwords, programmatic display"
],
"three_rs": {
"reach": "Strong reach expertise in Meta and Google paid channels plus programmatic display; scaled DTC brands substantially. Gap: no email/SMS/WhatsApp mass lifecycle and no Spanish-language channel/Telemundo/radio reach relevant to this Hispanic-market audience.",
"resonate": "Proven creative testing frameworks and landing-page/conversion optimization that resonate with B2C shoppers. Gap: no experience messaging subprime/credit-building audiences or building trust for a regulated financial product.",
"react": "Excellent measurement and optimization discipline—quantified CPA reductions and conversion lifts via analytics dashboards and A/B testing. Gap: no CRM/marketing-automation stand-up to nurture ~3,000 leads/month or shorten a lending conversion cycle."
},
"match_reasons": [
{
"reason": "Documented CRO capability matching the role's conversion-lift goal",
"evidence": "25% increase in conversion rates following landing page optimizations (BeanBox)"
},
{
"reason": "Hands-on operator who builds and executes campaigns personally",
"evidence": "Build and manage campaign structure and ad creative (Myosin Media Buyer)"
},
{
"reason": "Meta and paid search performance experience at scale",
"evidence": "scaling the company's Paid Social revenue from hundreds of thousands to tens of millions"
},
{
"reason": "CPA reduction track record aligned to lower-CPL/CPA goal",
"evidence": "achieving a 50% decrease [in CPA] by the conclusion of the final drop (Inspire)"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a financial/credit product; launch experience is DTC ecommerce (Shopify transition, product launches) only.",
"req-010 (financial services/fintech/subprime lending): Industries are Ecommerce, Local Businesses, Media, Services with B2C DTC subindustries (Alcohol, Pet, Subscriptions, Travel); no lending/credit background.",
"req-002 (full-funnel infrastructure from near-zero): Funnel-build evidence is ecommerce-oriented, not a high-lead-volume lending acquisition-to-conversion engine or CRM/automation stood up from scratch.",
"req-011 (Spanish-language/US Hispanic market): No evidence of Spanish-language or Hispanic-market marketing experience relevant to PR/Miami expansion.",
"req-006 & req-009 (email/SMS/WhatsApp lifecycle; CRM stand-up): No email/SMS/WhatsApp lifecycle programs and no HubSpot/Salesforce marketing-automation stand-up in profile."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "mikektatum_at_gmail_com",
"email": "mikektatum@gmail.com",
"name": "Mike K. Tatum",
"score": 59,
"passes_all_hard": false,
"summary": "Mike is a strong lifecycle/CRM marketer with deep email/SMS, marketing automation, and GTM infrastructure experience, including directly relevant fintech/lending exposure at Affirm (17M first-time loan borrowers) and building a GTM stack from scratch at JKBX. However, this role demands a full-funnel growth operator who personally runs and scales Meta paid social, programmatic/geofencing, and paid search in a high-lead-volume direct-response environment. Mike's profile is overwhelmingly lifecycle/retention and demand-gen oriented; his paid social hands-on evidence is thin and dated (GoCollect 2019, $20K/mo), and there is no evidence of programmatic/geofencing or scaling Meta in a subprime consumer acquisition context. He fails the hard Meta paid social scaling and full-funnel growth-operator bar, so passes_all_hard is false.",
"synthesis_quote": "Orchestrate lifecycle marketing campaigns for a user base of over 17 million first-time loan borrowers.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 55,
"weight": 25,
"evidence": "Built the GTM strategy from the ground up, including implementing Iterable as our ESP; Increased Facebook advertising new user acquisition by 1,037% while managing $20K in monthly ad spend (2019)",
"rationale": "Satisfies infrastructure build-from-zero (req-002) and shows CRO signals (req-003 via HubSpot 456% lead lift). But Meta paid social scaling (req-004) is dated/small and not a core competency, and there is no evidence of leading a full US GTM launch for a lending product with paid-acquisition scaling. Strong lifecycle bias means the hard growth-operator bar is only partially met."
},
"functional_expertise": {
"score": 68,
"weight": 20,
"evidence": "Grew gross sales attributed to email and SMS by 108% YoY; Built an agile lead nurturing and email marketing program that went on to create over $2M in pipeline revenue",
"rationale": "Deep, concrete expertise in lifecycle, CRM, and marketing automation. But the role's core function is full-funnel growth/paid acquisition, where his depth is much shallower. Strong in an adjacent lane rather than the requested one."
},
"industry_audience_relevance": {
"score": 78,
"weight": 12,
"evidence": "Product Marketing Manager, Lifecycle at Affirm — lifecycle campaigns for over 17 million first-time loan borrowers; FinTech listed in subindustries",
"rationale": "Directly relevant fintech/lending exposure at Affirm and JKBX; strong B2C consumer stage fit. No subprime/Spanish-language market evidence, but core financial-services relevance is high."
},
"hands_on_execution": {
"score": 72,
"weight": 15,
"evidence": "Implementing Iterable as our ESP and developing the initial roadmap; Designed and built a lead nurturing system in HubSpot Marketing Hub ... increase inbound leads by 456%",
"rationale": "Clearly a hands-on builder of lifecycle systems and automations rather than pure advisory. However execution is concentrated in email/SMS/CRM; hands-on paid media and programmatic execution is limited."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Built the GTM strategy from the ground up; Created the customer segmentation and content strategy; Managed the test design and testing backlog to ensure proper experiment design",
"rationale": "Strong strategic judgment: GTM planning, segmentation, testing discipline, and UK market entry work translate well to a structured launch and prioritization."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "CRMs (Salesforce), HubSpot, Iterable, Klaviyo, Braze, Attentive (SMS), Facebook, Google Analytics, Amplitude",
"rationale": "Excellent overlap with the CRM/automation stand-up need (HubSpot/Salesforce) and email/SMS tooling. Meta present but no programmatic/geofencing platforms noted."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "Increased email click rate by 79% YoY through A/B testing and leveraging zero-party data; Managed the test design and testing backlog; Developed data visualization dashboards in Tableau",
"rationale": "Strong, quantified measurement and experimentation track record with clear KPI ownership and reporting infrastructure."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $100/hr; status: active; has_availability: true",
"rationale": "Available and active; $100/hr is broadly compatible with the ~$12-15K/mo range. US-based (remote), fits soft preferences reasonably."
}
},
"final_score_rationale": "The biggest drivers are strong lifecycle/CRM/automation depth, excellent tool fit (HubSpot/Salesforce/Klaviyo/Braze), directly relevant fintech/lending exposure at Affirm, and quantified measurement/testing rigor. The biggest penalties are on the hard requirements: this role needs a full-funnel growth operator who personally scales Meta paid social, programmatic/geofencing, and paid search in a high-lead-volume direct-response acquisition context, and Mike's paid-acquisition evidence is thin (one 2019 Facebook role at $20K/mo) with no programmatic/geofencing or subprime consumer-acquisition proof. His strength sits in the retention/lifecycle lane rather than the requested acquisition-growth lane, so it is not fully transferable. passes_all_hard is false primarily due to req-004 (Meta scaling) and the req-001 growth-operator acquisition bar.",
"evidence_snippets": [
"Orchestrate lifecycle marketing campaigns for a user base of over 17 million first-time loan borrowers",
"Built the GTM strategy from the ground up, including implementing Iterable as our ESP and developing the initial roadmap",
"Grew gross sales attributed to email and SMS by 108% YoY",
"Increased Facebook advertising new user acquisition by 1,037% while managing $20K in monthly ad spend",
"Designed and built a lead nurturing system in HubSpot Marketing Hub ... increase the volume of inbound leads by 456%",
"CRMs (Salesforce), HubSpot, Iterable, Klaviyo, Braze, Attentive (SMS), Facebook",
"Orchestrate lifecycle marketing campaigns for a user base of over 17 million first-time loan borrowers.",
"Built the GTM strategy from the ground up, including implementing Iterable as our ESP; Increased Facebook advertising new user acquisition by 1,037% while managing $20K in monthly ad spend (2019)"
],
"three_rs": {
"role_fit": "Adjacent fit: excellent lifecycle/CRM/GTM-infrastructure operator with fintech exposure, but not a proven paid-acquisition full-funnel growth marketer.",
"reach": "Strong on email/SMS/lifecycle and CRM stand-up; weak on Meta scaling, programmatic/geofencing, and paid search execution.",
"results": "Quantified wins (108% YoY email/SMS sales, 456% lead lift, $2M pipeline) but mostly in lifecycle/demand-gen, not subprime direct-response acquisition."
},
"match_reasons": [
{
"reason": "Directly relevant lending/fintech lifecycle experience",
"evidence": "Product Marketing Manager, Lifecycle at Affirm ... over 17 million first-time loan borrowers"
},
{
"reason": "Can build marketing infrastructure/CRM from near-zero",
"evidence": "Built the GTM strategy from the ground up, including implementing Iterable as our ESP"
},
{
"reason": "Strong CRM/automation and email/SMS tool fit",
"evidence": "CRMs (Salesforce), HubSpot, Klaviyo, Braze, Attentive (SMS)"
},
{
"reason": "Quantified lifecycle and measurement results",
"evidence": "Grew gross sales attributed to email and SMS by 108% YoY"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social scaling): Only one dated, small-scale Facebook acquisition example (GoCollect 2019, $20K/mo); no evidence of scaling Meta across FB/IG/WhatsApp in a high-volume acquisition context.",
"req-001 (hands-on full-funnel growth operator): Profile is overwhelmingly lifecycle/CRM and demand-gen; lacks proof of personally owning and executing multi-channel paid acquisition growth as required.",
"req-007 (programmatic & geofencing) not addressed by any hard-tier requirement but reinforces the acquisition gap: no programmatic or geofencing experience shown, indicating the growth-operator scope is not fully covered."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "brian_at_briancliette_me",
"email": "brian@briancliette.me",
"name": "Brian Cliette",
"score": 59,
"passes_all_hard": false,
"summary": "Brian is a hands-on growth/CRO marketer with genuine full-funnel execution chops: CRO leadership at Athletic Greens (+120 bps, +$5M MRR), demand-gen at Twilio (MQLs +27%, conversions +93%, CAC -11%), and multiple Growth Marketer roles where he personally built funnels, email flows, and ran paid ads. He has real CRO, Meta, email, and marketing-automation (Segment/Twilio, Salesforce matched) experience. However, his profile skews heavily toward SEO/content and DTC/SaaS wellness/ecommerce, with no financial services / subprime lending experience, no evidence of WhatsApp mass messaging, geofencing execution, or Spanish-language/Hispanic market work, and no clear product go-to-market launch for a compound credit product. He can plausibly cover most HARD channel and CRO requirements but lacks the industry and GTM specificity the role calls for.",
"synthesis_quote": "\"My leadership has directly resulted in a remarkable improvement of the conversion rate by 120 basis points and elevated our monthly recurring revenue by $5 million.\"",
"weighted_scores": {
"hard_requirements_fit": {
"score": 62,
"weight": 25,
"evidence": "Growth Marketer roles + 'Conversion Rate Optimization (CRO)' lead at Athletic Greens; Meta ads at Begin Health ($5K Meta budget); but no fintech/subprime, no Credit Elevator-style GTM launch, no WhatsApp/geofencing execution",
"rationale": "Satisfies hands-on growth (req-001), CRO (req-003), and Meta (req-004) clearly. Full-funnel build from near-zero (req-002) is plausible but shown mostly in established/SaaS contexts. US GTM launch for a credit product (req-005) is unproven. Because req-005 and industry fit are unmet and some HARD channels are only partially evidenced, this cannot score high and passes_all_hard is false."
},
"functional_expertise": {
"score": 80,
"weight": 20,
"evidence": "'managing all facets of the conversion optimization lifecycle—from hypothesis generation and test design to thorough implementation and meticulous analytics'; Twilio '$12M budget... MQLs by 27% and conversions by 93%'",
"rationale": "Deep, specific CRO and demand-gen expertise with concrete metrics. Strong core-function proof for a growth/CRO operator."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Marketplaces, Software & Tech; work at DTC wellness (Dr Knot, NutroTonic, Begin Health), Athletic Greens, Planoly (SaaS)",
"rationale": "No financial services, fintech, or subprime lending experience (req-010). No Spanish-language/Hispanic/PR-Miami market evidence (req-011). Consumer B2C wellness/ecommerce is only loosely comparable to a subprime lending direct-response context."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'utilizing Tableau, SQL, and Google Analytics to monitor progress'; 'designed effective email marketing sequences, and conducted in-depth analytics'; 'pixel placement and troubleshooting marketing funnels' via Google Tag Manager",
"rationale": "Clear personal execution across CRO, analytics, email, and paid. One role (Freida Rothman) was training/advisory, but the majority show him doing the work directly."
},
"strategy_and_judgment": {
"score": 72,
"weight": 10,
"evidence": "'led a multi-channel acquisition strategy at Twilio'; 'advised on the acquisition and data integration of Snipfeed into Planoly'; A/B test design and hypothesis generation",
"rationale": "Solid diagnosis, testing judgment, and multi-channel planning, though not shown for a regulated lending launch or a zero-to-one infrastructure build."
},
"tool_platform_fit": {
"score": 70,
"weight": 8,
"evidence": "Tools: Facebook, Instagram, Email tools (Mailchimp, Klaviyo), Google Analytics/Tag Manager, Session replay (Hotjar/FullStory); matched 'salesforce','twilio','sms'; Segment marketing automation at Twilio",
"rationale": "Good coverage of Meta, email, analytics, and automation. SMS/Twilio and Salesforce appear in matched terms; however WhatsApp mass messaging, dedicated geofencing/programmatic DSP, and HubSpot stand-up are thin."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'improvement of the conversion rate by 120 basis points and elevated our monthly recurring revenue by $5 million'; 'reduced Customer Acquisition Cost (CAC) by 11%'; 'ROAS by 32%'",
"rationale": "Strong, quantified KPI ownership, experimentation, and funnel optimization—directly relevant to the CPL/CPA and conversion-lift goals."
},
"availability_budget_fit": {
"score": 60,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $95/hr; location: Austin, Texas (US timezone)",
"rationale": "Available and US-based, aligning with Miami-based operations. $95/hr implies a substantial monthly cost that may press against the ~$12-15K all-in envelope depending on hours; budget is a soft preference."
}
},
"final_score_rationale": "Biggest positive drivers: strong, quantified CRO and demand-gen expertise (Athletic Greens +120 bps/+$5M MRR, Twilio conversions +93%, CAC -11%), clear hands-on execution across funnels, analytics, email, and Meta ads, and solid measurement/optimization proof—all directly relevant to the conversion-lift and CPL/CPA goals. Biggest penalties: no financial services / fintech / subprime lending experience (req-010), no Spanish-language/US Hispanic market evidence (req-011), no demonstrated US go-to-market launch for a compound credit product (req-005), and only partial channel proof—WhatsApp mass messaging, geofencing/programmatic execution, and CRM stand-up (HubSpot/Salesforce) are thin. His deepest strengths lean SEO/content and DTC/SaaS wellness, which don't transfer to the regulated subprime-lending, Spanish-language context. He fails passes_all_hard primarily on req-005 and weak evidence for req-002/req-004 depth in this domain.",
"evidence_snippets": [
"My leadership has directly resulted in a remarkable improvement of the conversion rate by 120 basis points and elevated our monthly recurring revenue by $5 million.",
"led a multi-channel acquisition strategy at Twilio, managing a $12M budget... MQLs by 27% and conversions by 93%... reduced Customer Acquisition Cost (CAC) by 11%",
"Programmatic SEO, Conversion Rate Optimization (CRO), and extensive data analysis using tools like Google Tag Manager for pixel placement and troubleshooting marketing funnels",
"increased ad conversions by 25% with a $5K Meta budget",
"Improved retention by 15% via email, enhanced subscription conversions by 10% through analytics",
"Industries: Apps, Ecommerce, Marketplaces, Software & Tech",
"\"My leadership has directly resulted in a remarkable improvement of the conversion rate by 120 basis points and elevated our monthly recurring revenue by $5 million.\"",
"Growth Marketer roles + 'Conversion Rate Optimization (CRO)' lead at Athletic Greens; Meta ads at Begin Health ($5K Meta budget); but no fintech/subprime, no Credit Elevator-style GTM launch, no WhatsApp/geofencing execution"
],
"three_rs": {
"reject": "Not a fit if industry relevance is weighted heavily—no financial services / subprime lending experience, no Spanish-language/US Hispanic market work, and no proven credit-product GTM launch.",
"reference": "Strong reference for CRO-led conversion lift, funnel diagnosis, and multi-channel paid/email execution with quantified results.",
"recommend": "Recommend with reservations as a hands-on growth/CRO operator; validate his ability to run WhatsApp mass messaging, geofencing/programmatic, stand up a CRM from zero, and operate in a Spanish-language subprime lending GTM."
},
"match_reasons": [
{
"reason": "Proven, quantified CRO expertise directly relevant to the 10-15% conversion-lift and CPL/CPA goals",
"evidence": "'improvement of the conversion rate by 120 basis points and elevated our monthly recurring revenue by $5 million'"
},
{
"reason": "Hands-on full-funnel and multi-channel execution (paid, email, analytics)",
"evidence": "'designed and optimized digital campaigns across PPC, social media, email, and event channels... reduced Customer Acquisition Cost (CAC) by 11%'"
},
{
"reason": "Meta paid social experience",
"evidence": "'strategically managing paid advertising campaigns on Meta Platforms... increased ad conversions by 25% with a $5K Meta budget'"
},
{
"reason": "Marketing automation and stack experience relevant to CRM stand-up",
"evidence": "'developed and fine-tuned growth programs using the marketing automation tool, Segment'"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US mainland go-to-market launch for a compound multi-loan/credit product; product-launch experience is limited to DTC wellness/SaaS contexts.",
"req-010 context weakens req-001/req-002: No financial services, fintech, or subprime lending background; full-funnel infrastructure builds shown in SaaS/DTC, not a near-zero regulated lending environment.",
"req-004 depth (Meta incl. WhatsApp): Meta/FB/IG present but no evidence of WhatsApp mass messaging at scale, a HARD current-primary channel component.",
"Overall: partial coverage of HARD channel requirements and absent industry/GTM proof means hard requirements are not fully satisfied."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "addicted2ppc_at_gmail_com",
"email": "addicted2ppc@gmail.com",
"name": "Esteban Martinez",
"score": 57,
"passes_all_hard": false,
"summary": "Esteban is a seasoned paid search / PPC specialist and marketing analyst with 10+ years running Google Ads, CRO, and email/LTV optimization for ecommerce and local businesses. He shows genuinely strong hands-on execution on conversion rate lift, CPA reduction, and funnel diagnosis. However, his core lane is Google/Bing paid search and analytics rather than Meta-led, multi-channel growth. Critically, he shows no evidence of Meta ads scaling as a primary channel, no WhatsApp/SMS mass messaging, no programmatic/geofencing, no CRM/marketing-automation stand-up, and no financial services / subprime lending experience. He also has no evidence of leading a structured US GTM product launch or Spanish-language / US Hispanic marketing. He passes some hard requirements (CRO, full-funnel build partially) but fails several, so he does not pass all hard requirements.",
"synthesis_quote": "A strong paid-search and CRO operator, but not the Meta-led, multi-channel, fintech growth marketer this role needs.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 45,
"weight": 25,
"evidence": "Reduced cost per acquisition (CPA) by 27 % via optimized ad creative and conversion‑rate improvements; primary_specialty: Paid Search",
"rationale": "Passes CRO (req-003) with concrete conversion lift and CPA reduction evidence, and partially the full-funnel build. But fails Meta-as-primary-channel scaling (req-004) — Meta only appears as source of creatives reused in Google PMax, not as a scaled channel he owns — and fails the US Credit Elevator GTM launch (req-005), which has no analog. Multiple hard requirements missing or contradicted."
},
"functional_expertise": {
"score": 62,
"weight": 20,
"evidence": "specialising in paid and organic search, email marketing and social media campaigns; PPC return on ad spend (ROAS) of 8.1×",
"rationale": "Deep, specific expertise but concentrated in paid search / analytics rather than the cross-channel growth engine the role centers on. Email/LTV work is real but secondary to his PPC identity."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "industries: Apps, Ecommerce, Local Businesses, Marketplaces, Media; brands: haircare, bidets, pest control, tea",
"rationale": "No financial services, fintech, or subprime lending experience (req-010 fail). Consumer ecommerce and local services do not map to a subprime credit-building product. B2C direct-response is a partial overlap."
},
"hands_on_execution": {
"score": 80,
"weight": 15,
"evidence": "Hyper-Local Targeting Increased Conversion Rate by 72%; Launched Performance Max campaigns; Enhanced product titles, descriptions, and GTIN completeness",
"rationale": "Clearly a hands-on operator who personally builds, optimizes, and analyzes campaigns down to feed-level detail. This is his strongest dimension and satisfies the operator bar."
},
"strategy_and_judgment": {
"score": 68,
"weight": 10,
"evidence": "Uncovered key drop‑off points in the purchase funnel and drove a 22% increase in conversion rate through data‑driven UX changes",
"rationale": "Shows funnel diagnosis, experimentation judgment, and iterative week-over-week optimization. Less evidence of full GTM launch planning for a new product/market."
},
"tool_platform_fit": {
"score": 48,
"weight": 8,
"evidence": "tools: Google Adwords, Google Analytics, Google Display Network, Bing Adcenter, Unbounce, SEM Rush; email via Klaviyo referenced",
"rationale": "Strong Google/analytics/landing-page stack and some email tooling, but no CRM/marketing automation (HubSpot/Salesforce), no WhatsApp/SMS platforms, no programmatic/geofencing DSPs the role explicitly needs."
},
"measurement_optimization": {
"score": 78,
"weight": 6,
"evidence": "Developed granular attribution modelling that revealed hidden high‑value channels and improved marketing ROI by 27%; Lead Tracking Overhaul Boosted ROI Visibility",
"rationale": "Genuine strength: KPI ownership, attribution modeling, funnel diagnosis, and performance iteration are well documented with quantified results."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $65/hr; location: Burgess Hill, GB",
"rationale": "Available and rate is well within budget. However UK/GB timezone is a partial misfit for a US/Miami-based, fast-moving launch and Spanish-language market."
}
},
"final_score_rationale": "Score is driven up by strong hands-on execution (80) and measurement/optimization (78), plus solid, quantified CRO and paid-search functional depth. It is pulled down heavily by failed hard requirements: no Meta-as-primary-channel scaling, no US GTM launch experience, and by important gaps in programmatic/geofencing, WhatsApp/SMS mass messaging, and CRM/automation stand-up. Industry relevance is low (no fintech/subprime lending, no Spanish-language market). He is a capable PPC/CRO operator but not aligned to this Meta-led, multi-channel, fintech growth mandate, so he does not pass all hard requirements.",
"evidence_snippets": [
"Hyper-Local Targeting Increased Conversion Rate by 72%",
"Reduced cost per acquisition (CPA) by 27 % via optimized ad creative and conversion‑rate improvements",
"primary_specialty: Paid Search",
"Developed granular attribution modelling that revealed hidden high‑value channels and improved marketing ROI by 27%",
"specialising in paid and organic search, email marketing and social media campaigns",
"industries: Apps, Ecommerce, Local Businesses, Marketplaces, Media, Services, Software & Tech",
"A strong paid-search and CRO operator, but not the Meta-led, multi-channel, fintech growth marketer this role needs.",
"Reduced cost per acquisition (CPA) by 27 % via optimized ad creative and conversion‑rate improvements; primary_specialty: Paid Search"
],
"three_rs": {
"reach": "Primarily Google/Bing paid search reach with some paid social; no evidence of Meta-first scaling, WhatsApp/SMS mass messaging, or programmatic/geofencing needed to expand Harmoney's channel mix.",
"resonance": "Strong B2C direct-response and CRO resonance in ecommerce/local, but no Spanish-language / US Hispanic or subprime-credit audience experience to tailor messaging for Credit Elevator.",
"reaction": "Excellent at driving measurable conversion and CPA/ROAS improvements, which maps well to the 10-15% conversion lift goal, though within paid search rather than a full multi-channel funnel."
},
"match_reasons": [
{
"reason": "Proven CRO and CPA reduction in direct-response campaigns",
"evidence": "Reduced cost per acquisition (CPA) by 27 % via optimized ad creative and conversion‑rate improvements"
},
{
"reason": "Hands-on operator who personally builds and optimizes campaigns",
"evidence": "Launched Performance Max campaigns using high-converting creatives... increasing conversion rate 74%"
},
{
"reason": "Funnel diagnosis and measurement discipline",
"evidence": "Uncovered key drop‑off points in the purchase funnel and drove a 22% increase in conversion rate"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social): No evidence of running or scaling Meta/Facebook/Instagram/WhatsApp ads as a primary channel; Meta only appears as a creative source reused in Google Performance Max campaigns.",
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a new product or market; experience is optimization of existing campaigns, not launch planification.",
"req-002 (Full-funnel infrastructure from near-zero): Partial only — strong on paid-search and landing-page optimization but no evidence of building customer journeys/lifecycle infrastructure or CRM from scratch.",
"req-010 (Financial services / subprime lending): No fintech, lending, or credit-product experience; portfolio is consumer ecommerce, beauty, and local services."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "brittannyoung_at_gmail_com",
"email": "brittannyoung@gmail.com",
"name": "Brittany Young",
"score": 42,
"passes_all_hard": false,
"summary": "Brittany is a strong, hands-on email/SMS retention specialist with 8+ years scaling lifecycle programs on Klaviyo, Attentive, and other ESPs across ecommerce brands. However, this role requires a full-funnel growth marketer who can run Meta paid social, paid search, programmatic/geofencing, lead a US go-to-market launch, and drive CRO in a subprime fintech, direct-response environment. Her profile shows deep evidence in only one lane (email/SMS lifecycle) and essentially no evidence of paid acquisition, GTM launch, CRO for lead conversion, or financial services. She fails multiple hard requirements.",
"synthesis_quote": "Retention marketer with 8+ years of experience managing and scaling email and SMS programs.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 25,
"weight": 25,
"evidence": "Skills list is email/SMS lifecycle only; no Meta ads, paid search, programmatic, GTM launch, or CRO for lead conversion",
"rationale": "Fails req-002 full-funnel build, req-003 CRO in direct-response lead env, req-004 Meta paid social, and req-005 US GTM launch. Only partial coverage of req-001 (executes work but in a narrow lifecycle lane, not full-funnel growth)."
},
"functional_expertise": {
"score": 40,
"weight": 20,
"evidence": "'managing and scaling email and SMS programs... architecting advanced flows and automations'",
"rationale": "Deep expertise but in email/SMS retention, not the multi-channel paid growth function this role centers on. Strength does not transfer to the core growth-marketer requirements."
},
"industry_audience_relevance": {
"score": 25,
"weight": 12,
"evidence": "Industries: Ecommerce, Services, Software & Tech; subindustries DTC, Fashion, Food, CPG",
"rationale": "Ecommerce/DTC background with no financial services, fintech, subprime lending, or Spanish-language/Hispanic market experience relevant to Harmoney."
},
"hands_on_execution": {
"score": 65,
"weight": 15,
"evidence": "'Execute daily mailings... Build out segments... Leveraged Klaviyo to launch AB testing, blast campaigns, sign up units and automations'",
"rationale": "Clearly a hands-on operator who personally builds and ships, but only within email/SMS execution, not the channels this role needs executed."
},
"strategy_and_judgment": {
"score": 45,
"weight": 10,
"evidence": "'Creating 30,60,90 plans aimed at improving lifecycle programs with a clear roadmap'; 'Auditing current email programs to understand any gaps'",
"rationale": "Shows planning and diagnostic judgment for lifecycle/retention, but not full-funnel growth strategy or a product GTM launch."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "Tools: HubSpot, Salesforce, Klaviyo, Attentive, Google Analytics, Shopify",
"rationale": "Owns relevant CRM/ESP tools (HubSpot/Salesforce for req-009, SMS via Attentive) but no ad platforms (Meta Ads Manager, Google Ads, DSPs/geofencing) the role emphasizes."
},
"measurement_optimization": {
"score": 55,
"weight": 6,
"evidence": "'extensive AB testing planning and implementation'; 'Email revenue growth of 20% YoY... Increasing revenue per email by 30%'; 'Established RFM modeling'",
"rationale": "Solid measurement and A/B testing rigor, but focused on email revenue metrics rather than CPL/CPA, funnel conversion, or paid acquisition optimization."
},
"availability_budget_fit": {
"score": 80,
"weight": 4,
"evidence": "status: active, has_availability: true, $55/hr, San Diego (AMER/US timezone)",
"rationale": "Available, US-based, and low rate well within budget; solid soft fit but not the differentiator here."
}
},
"final_score_rationale": "The dominant driver is a hard-requirement failure: this is a full-funnel, multi-channel growth role (Meta paid social, paid search, programmatic/geofencing, GTM launch, lead-conversion CRO) and Brittany's profile is almost entirely email/SMS retention. She demonstrates strong, hands-on execution and A/B testing rigor within lifecycle, which lifts hands-on and measurement dimensions modestly, and she owns HubSpot/Salesforce which helps CRM stand-up. But there is no evidence of paid acquisition, CRO for lead volume, a US product launch, or financial services/subprime/Hispanic-market experience. Because req-002, req-003, req-004, and req-005 (all HARD) are unmet, passes_all_hard is false and the overall score is low despite genuine depth in her narrow specialty.",
"evidence_snippets": [
"Retention marketer with 8+ years of experience managing and scaling email and SMS programs.",
"Leveraged Klaviyo to launch AB testing, blast campaigns, sign up units and automations",
"Managed email program with 40+ automations and 6 million subscribers",
"Email revenue growth of 20% YoY / Increasing revenue per email by 30%",
"Skills: A/B testing, Lifecycle campaigns & strategy, SMS marketing, Email deliverability",
"Industries: Ecommerce, Services, Software & Tech",
"Skills list is email/SMS lifecycle only; no Meta ads, paid search, programmatic, GTM launch, or CRO for lead conversion",
"'managing and scaling email and SMS programs... architecting advanced flows and automations'"
],
"three_rs": {
"recommend": false,
"reason": "Specialist email/SMS retention marketer, not the full-funnel multi-channel growth operator this role requires; fails several hard requirements.",
"risk": "Would likely be unable to run Meta/paid search/programmatic acquisition, lead the Credit Elevator GTM launch, or drive lead-conversion CRO in a subprime fintech context."
},
"match_reasons": [
{
"reason": "Hands-on lifecycle operator who personally builds and ships flows/campaigns",
"evidence": "'architecting advanced flows and automations'; 'Execute daily mailings... Build out segments'"
},
{
"reason": "Could support the email/SMS/WhatsApp lifecycle sub-need (req-006)",
"evidence": "'managing and scaling email and SMS programs'; Attentive (SMS) tool"
},
{
"reason": "Owns CRM/automation platforms relevant to req-009",
"evidence": "Tools: HubSpot, Salesforce, Klaviyo"
}
],
"hard_fail_reasons": [
"req-002 Full-funnel build & marketing infrastructure: No evidence of building funnels/customer journeys across channels; experience is confined to email/SMS lifecycle.",
"req-003 Conversion rate optimization: No evidence of lead-conversion CRO, CPL/CPA reduction, or direct-response funnel optimization; metrics are email-revenue focused.",
"req-004 Meta paid social: No Meta/Facebook/Instagram/WhatsApp ads or any paid social experience anywhere in the profile.",
"req-005 US go-to-market launch: No evidence of leading a product GTM launch."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "gtharris88_at_gmail_com",
"email": "gtharris88@gmail.com",
"name": "Glenn Harris",
"score": 45,
"passes_all_hard": false,
"summary": "Glenn is a strong lifecycle/email and SMS marketer with deep CRM, journey-mapping, and A/B testing experience across subscription and consumer brands (iFit/NordicTrack, HP, Seniorly, Ava Finance). However, this role needs a full-funnel, multi-channel PAID growth operator who can run and scale Meta ads, paid search, programmatic/geofencing, and lead a US GTM launch. Glenn shows no paid media, no Meta/Google ads, no programmatic/geofencing, and largely advisory/audit-style lifecycle work rather than paid acquisition. He fails multiple hard requirements and is a poor fit for this growth-marketer scope despite genuine email/SMS strength.",
"synthesis_quote": "Led A/B testing efforts for a membership renewal email series, driving a 203% lift in CTR and a 214% lift in renewal conversions",
"weighted_scores": {
"hard_requirements_fit": {
"score": 25,
"weight": 25,
"evidence": "roles: Email Marketer; skills center on 'Lifecycle campaigns & strategy', 'Email deliverability testing', 'SMS marketing' — no Meta/paid social, no paid search, no programmatic/geofencing, no GTM launch evidence",
"rationale": "Fails req-004 (Meta paid social), req-005 (US GTM launch), req-007 (programmatic/geofencing) and req-008 (Google SEM) with no evidence; partial on funnel/journey (req-002) via journey mapping but only lifecycle, not full acquisition funnel. Strong CRO-style A/B testing on email exists but not in a paid direct-response acquisition context."
},
"functional_expertise": {
"score": 45,
"weight": 20,
"evidence": "'Led CRM and lifecycle marketing initiatives'; 'Email marketing analytics'; deep email/SMS lifecycle depth but no paid acquisition or full-funnel growth function",
"rationale": "The core function requested is full-funnel growth (paid acquisition + CRO + lifecycle). Glenn is deep in only one lane (email/SMS lifecycle). That lane is relevant to a slice of the role but not the core paid multi-channel growth function, so functional expertise for THIS role is weak-to-moderate."
},
"industry_audience_relevance": {
"score": 45,
"weight": 12,
"evidence": "Ava Finance ('Missed Payment series') and Seniorly show some fintech-adjacent and consumer work; audiences include Consumers (B2C) and AMER region",
"rationale": "Ava Finance provides light fintech adjacency, but no subprime lending / credit-building or Spanish-language / US Hispanic market experience. Industries listed are Apps, Ecommerce, Local Businesses, Marketplaces — not financial services. Partial relevance only."
},
"hands_on_execution": {
"score": 55,
"weight": 15,
"evidence": "'Wrote new, optimized copy for a Missed Payment series, including 16 email versions'; 'Built 8 new email templates in Iterable'; 'Led the migration process from Mailchimp to Iterable end-to-end'",
"rationale": "Glenn clearly executes hands-on within email/SMS (copy, templates, testing, migration). However, much of his recent work is audit/recommendation/advisory ('provided leadership with actionable recommendations'), and it does not extend to hands-on paid channel execution the role requires. Solid within its narrow lane."
},
"strategy_and_judgment": {
"score": 60,
"weight": 10,
"evidence": "'Conducted growth lever opportunity sizing, including impact and effort assessments... and revenue forecasting'; 'Defined funnel and session-related KPIs'; 'customer journey audit and provided detailed journey map proposals'",
"rationale": "Good diagnostic and prioritization judgment — opportunity sizing, journey mapping, KPI definition. Reasonable strategic thinking, but it is lifecycle-centric and not a full multi-channel growth plan or GTM strategy."
},
"tool_platform_fit": {
"score": 45,
"weight": 8,
"evidence": "Tools: HubSpot, Salesforce, Mailchimp, Iterable, SendGrid, Google Analytics, Litmus",
"rationale": "Owns HubSpot and Salesforce (relevant to req-009 CRM stand-up) and Google Analytics, which helps. But no Meta Ads Manager, Google Ads, DSP/programmatic, or geofencing tools that the role explicitly needs. Fit is partial and skewed to ESP/CRM only."
},
"measurement_optimization": {
"score": 70,
"weight": 6,
"evidence": "'203% lift in CTR and a 214% lift in renewal conversions'; 'boosting CTR by 77% and reactivations by 208%'; 'Built several YTD engagement reports... unlocking data-driven insights'",
"rationale": "Strongest area: clear KPI ownership, experimentation, and measurable lifts. However metrics are email engagement (CTR, opens, reactivation) rather than CPL/CPA/paid conversion metrics central to this role's success signals."
},
"availability_budget_fit": {
"score": 60,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $110/hr; status: active; has_availability: true; location: San Francisco, US (AMER)",
"rationale": "Active and available in AMER; $110/hr could fit within a ~$12-15K/month all-in range depending on hours. Reasonable soft fit, though no Spanish-language or Miami/PR-market alignment."
}
},
"final_score_rationale": "Score is driven down primarily by hard-requirement failures: the role needs a paid multi-channel growth operator running/scaling Meta (FB/IG/WhatsApp), Google SEM, and programmatic/geofencing, plus a US GTM launch for Credit Elevator — none of which appear in Glenn's profile. His genuine strengths (email/SMS lifecycle, journey mapping, A/B testing with strong CTR/conversion lifts, HubSpot/Salesforce familiarity) are concentrated in a single adjacent lane and do not transfer to the core paid-acquisition and full-funnel growth mandate. Measurement and lifecycle execution are real positives, but they cannot offset absent paid media, programmatic, SEM, and GTM launch evidence, nor missing subprime-lending and Spanish-language market fit. This is a lifecycle/email specialist, not the full-funnel growth marketer the brief requires.",
"evidence_snippets": [
"roles: - Email Marketer",
"Led A/B testing efforts for a membership renewal email series, driving a 203% lift in CTR and a 214% lift in renewal conversions",
"Wrote new, optimized copy for a Missed Payment series, including 16 email versions, 127 subject lines variants, & 33 push notification tests",
"Led the migration process from Mailchimp to Iterable end-to-end",
"Conducted growth lever opportunity sizing, including impact and effort assessments, resource requirements, and revenue forecasting",
"tools: HubSpot, Salesforce, Mailchimp, SendGrid / Mandrill, Google Analytics",
"roles: Email Marketer; skills center on 'Lifecycle campaigns & strategy', 'Email deliverability testing', 'SMS marketing' — no Meta/paid social, no paid search, no programmatic/geofencing, no GTM launch evidence",
"'Led CRM and lifecycle marketing initiatives'; 'Email marketing analytics'; deep email/SMS lifecycle depth but no paid acquisition or full-funnel growth function"
],
"three_rs": {
"role_fit": "Misaligned. Candidate is an email/lifecycle marketer, not a full-funnel paid growth operator; role requires hands-on strategy + execution across Meta, SEM, programmatic/geofencing and a US GTM launch.",
"readiness": "Active and available at $110/hr in AMER; could ramp quickly on CRM/lifecycle but not on the paid acquisition channels this role centers on.",
"risk": "High risk: no paid media, no Meta/Google ads, no programmatic/geofencing, no GTM launch, no subprime lending or Spanish-language market experience — core hard requirements unmet."
},
"match_reasons": [
{
"reason": "Deep email/SMS lifecycle execution with measurable conversion lifts",
"evidence": "203% lift in CTR and a 214% lift in renewal conversions"
},
{
"reason": "Journey mapping and funnel/KPI diagnostic skill relevant to infrastructure build",
"evidence": "customer journey audit and provided detailed journey map proposals ... conversion optimization"
},
{
"reason": "CRM/marketing-automation tool familiarity useful for stand-up",
"evidence": "tools: HubSpot, Salesforce ... Led the migration process from Mailchimp to Iterable end-to-end"
}
],
"hard_fail_reasons": [
"req-004 (Meta paid social) FAILS: no evidence of running or scaling Facebook/Instagram/WhatsApp ads anywhere in profile — skills and tools contain no paid social.",
"req-005 (US GTM launch for Credit Elevator) FAILS: no product launch or go-to-market leadership evidence; work is lifecycle audits and email tests.",
"req-002 (full-funnel build from near-zero) PARTIAL/FAILS: journey/lifecycle mapping present but no acquisition-funnel or full-funnel paid infrastructure build.",
"req-003 (CRO in high-lead-volume direct-response) PARTIAL/FAILS: strong email A/B testing but no CPL/CPA reduction or paid direct-response conversion optimization.",
"req-007 (programmatic & geofencing) FAILS: no programmatic or geofencing experience listed.",
"req-008 (Google SEM) FAILS: no paid search experience listed."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "rlevin1792_at_gmail_com",
"email": "rlevin1792@gmail.com",
"name": "Rob Levin",
"score": 59,
"passes_all_hard": false,
"summary": "Rob Levin is a data-driven growth/CRO marketer with strong subscription-acquisition experience (WWE, CuriosityStream, Krado). He shows genuine full-funnel strategy, conversion optimization, funnel building, and Meta/Google Ads execution — all directly relevant to Harmoney's core needs. However, his experience is concentrated in B2C media/streaming/DTC ecommerce, not financial services or subprime lending, and there is no evidence of SMS/WhatsApp mass messaging, CRM/marketing-automation stand-up, Spanish-language/US-Hispanic marketing, or leading a structured US go-to-market launch for a regulated credit product. He also currently shows no availability, which is a practical concern. He passes several hard requirements (hands-on operator, CRO, funnel build, Meta) but fails on the Credit Elevator GTM launch requirement lacking any comparable evidence.",
"synthesis_quote": "He designed an extended landing page ... validated through A/B testing, which showed a 24% increase in conversion rates.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 55,
"weight": 25,
"evidence": "'conversion rate optimization', 'Developed segmentation/buyer's journey strategy', 'increasing their conversion volume from Facebook and Google Ads' — but no fintech GTM launch, SMS/WhatsApp, or CRM stand-up evidence",
"rationale": "Satisfies hands-on operator, CRO, funnel-build, and Meta hard reqs with concrete proof, but has no evidence for the Credit Elevator US GTM launch requirement and lacks the WhatsApp/SMS lifecycle depth. Mixed on hard requirements overall."
},
"functional_expertise": {
"score": 78,
"weight": 20,
"evidence": "'multiple targeted marketing funnels', '24% increase in conversion rates', 'Managed $30M marketing budget across paid search, paid social, display, affiliate'",
"rationale": "Deep, specific growth/CRO and full-funnel acquisition expertise with quantified results; strong core-function match."
},
"industry_audience_relevance": {
"score": 30,
"weight": 12,
"evidence": "Industries: 'Apps, Ecommerce, Media'; audiences 'Consumers (B2C)'; WWE, CuriosityStream, Krado DTC plant care",
"rationale": "B2C subscription/media/DTC — not financial services, subprime lending, or Spanish-language/Hispanic market. Little relevance to a regulated credit product and Miami/PR audience."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'designed an extended landing page', 'crafted multiple marketing funnels', 'A/B test', uses Optimizely/VWO, GTM, SQL",
"rationale": "Clearly a personal operator who builds landing pages, funnels, runs tests, and analyzes data himself — not just advisory."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'proposed a shift towards upper- and mid-funnel marketing strategies', identified 'hesitators' segment, 'diversified marketing strategy'",
"rationale": "Strong diagnostic and prioritization judgment; translates data insight into targeted funnel strategy."
},
"tool_platform_fit": {
"score": 62,
"weight": 8,
"evidence": "Tools: 'Facebook', 'Google Analytics', 'Google Tag Manager', 'A/B testing tools (Optimizely, VWO)', 'Email tools (Mailchimp, Klaviyo)'",
"rationale": "Good fit for Meta, Google Analytics, email, and CRO tooling; but no CRM (HubSpot/Salesforce), no programmatic ad platform, no SMS/WhatsApp tooling."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'Multi-touch attribution tools', '24% increase in conversion rates', 'year-over-year doubling of conversion volume', SQL/GA/GTM",
"rationale": "Excellent measurement, attribution, A/B testing, and KPI-driven optimization track record."
},
"availability_budget_fit": {
"score": 45,
"weight": 4,
"evidence": "'has_availability: false', 'preferred_hourly_pay_rate: $75/hr', location 'Trumbull, Connecticut, US'",
"rationale": "Rate is well within budget, but currently shows no availability. US-based but not in a Spanish-market timezone/context; soft concern."
}
},
"final_score_rationale": "Biggest positive drivers: exceptional CRO/measurement proof (24% lift, doubled conversion volume, multi-touch attribution) and hands-on full-funnel execution with real Meta/Google Ads and A/B testing work — directly matching Harmoney's conversion-lift and funnel-build needs. Biggest penalties: no financial services / subprime / fintech background, no Spanish-language or US-Hispanic market experience, no evidence of SMS/WhatsApp mass messaging, programmatic scaling, or CRM/marketing-automation stand-up, and no comparable regulated-product US go-to-market launch. Availability is also flagged false. He passes the operator, CRO, funnel, and Meta hard requirements but fails the Credit Elevator GTM launch hard requirement, so passes_all_hard is false.",
"evidence_snippets": [
"His innovative solutions to customer engagement challenges make him a strong candidate for roles focused on ... conversion rate optimization",
"Managed $30M marketing budget across paid search, paid social, display, affiliate, influencer, etc.",
"Developed segmentation/buyer's journey strategy resulting in 64% incr[ease]",
"conversion volume from Facebook and Google Ads. The company aimed to double the number of conversions",
"designed an extended landing page ... A/B test revealed ... 24% uplift in conversion rates",
"Growth Marketer at Krado Inc. ... DTC consumer electronics and subscription company",
"He designed an extended landing page ... validated through A/B testing, which showed a 24% increase in conversion rates.",
"'conversion rate optimization', 'Developed segmentation/buyer's journey strategy', 'increasing their conversion volume from Facebook and Google Ads' — but no fintech GTM launch, SMS/WhatsApp, or CRM stand-up evidence"
],
"three_rs": {
"reach": "Proven paid acquisition reach via Meta and Google Ads and $30M budget management across paid search/social/display, but no programmatic-scaling, SMS/WhatsApp, or Spanish-language channel reach.",
"resonance": "Strong resonance work: identified 'hesitators' segment and built targeted funnels/landing pages that lifted conversion 24% and doubled conversion volume; but tested on media/streaming B2C audiences, not subprime credit buyers.",
"reaction": "Excellent measurement/optimization reaction loop with A/B testing, multi-touch attribution, GA/GTM/SQL and sustained conversion gains."
},
"match_reasons": [
{
"reason": "Hands-on CRO and funnel builder with quantified lift",
"evidence": "'A/B test ... 24% uplift in conversion rates' and 'crafted multiple marketing funnels'"
},
{
"reason": "Meta and Google Ads paid acquisition execution",
"evidence": "'increasing their conversion volume from Facebook and Google Ads ... doubled'"
},
{
"reason": "Full-funnel strategy and segmentation",
"evidence": "'shift towards upper- and mid-funnel marketing strategies' and 'segmentation/buyer's journey strategy'"
}
],
"hard_fail_reasons": [
"req-005 (US go-to-market launch for Credit Elevator): No evidence of leading a structured US mainland GTM launch for a financial/credit product; experience is media/streaming/DTC subscription acquisition, not a regulated product launch.",
"req-010-adjacent weakness feeding hard fit: No financial services / fintech / subprime lending experience, undermining confidence in the Credit Elevator launch and compliance-sensitive lending context.",
"Practical concern: has_availability is false, and no SMS/WhatsApp mass-messaging or CRM/marketing-automation stand-up evidence to build the near-zero infrastructure Harmoney requires."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "tony_at_blastoffppc_com",
"email": "tony@blastoffppc.com",
"name": "Antonio Romo",
"score": 0,
"passes_all_hard": false,
"summary": "Excluded by deterministic hard screen: Profile status is OFFBOARDED.",
"synthesis_quote": "Candidate was not sent to the LLM evaluator because a deterministic hard screen fired.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 0,
"weight": 25,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"functional_expertise": {
"score": 0,
"weight": 20,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"industry_audience_relevance": {
"score": 0,
"weight": 12,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"hands_on_execution": {
"score": 0,
"weight": 15,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"strategy_and_judgment": {
"score": 0,
"weight": 10,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"tool_platform_fit": {
"score": 0,
"weight": 8,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"measurement_optimization": {
"score": 0,
"weight": 6,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
},
"availability_budget_fit": {
"score": 0,
"weight": 4,
"evidence": "No evidence provided.",
"rationale": "No rationale provided."
}
},
"final_score_rationale": "Deterministic hard screen fired: Profile status is OFFBOARDED.",
"evidence_snippets": [
"---\n# Identity\nemail: \"tony@blastoffppc.com\"\nname: Antonio Romo\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2025-11-25\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:02:22.857980+00:00\nneon_updated_at: 2025-11-25T18:04:48.468872+00:00\n---\n\n# Antonio Romo\n\n>"
],
"three_rs": {
"recency": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "---\n# Identity\nemail: \"tony@blastoffppc.com\"\nname: Antonio Romo\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2025-11-25\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-"
},
"relevance": {
"score": 0,
"evidence": "offboarded_or_unavailable",
"detail": "Profile status is OFFBOARDED."
},
"reputation": {
"score": 0,
"evidence": "Not evaluated",
"detail": "Candidate was excluded before LLM evaluation."
}
},
"match_reasons": [],
"hard_fail_reasons": [
"Profile status is OFFBOARDED."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "gloria_at_roguestories_com",
"email": "gloria@roguestories.com",
"name": "Gloria Chik",
"score": 59,
"passes_all_hard": false,
"summary": "Gloria is a hands-on growth/ecommerce marketer with strong CRO, Meta, Google, and email/lifecycle execution across DTC consumer brands. She satisfies most hard skill requirements (hands-on operator, full-funnel build, CRO, Meta ads) with concrete proof. However, her experience is overwhelmingly B2C ecommerce/retail (apparel, eyewear, fitness, pickleball, spirits), not high-lead-volume subprime lending/fintech direct-response. She lacks demonstrated experience with the specific US GTM launch of a credit product, WhatsApp mass messaging, SMS lifecycle, programmatic/geofencing, CRM stand-up (HubSpot/Salesforce), and Spanish-language/US Hispanic marketing. This makes her a plausible-but-imperfect fit rather than a clear match.",
"synthesis_quote": "A seasoned digital and growth marketer with roots in ecommerce, content, social media, and creative... Growth marketing strategy that drives results.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 55,
"weight": 25,
"evidence": "Conversion Rate Optimization Project / Audit for pehr USA; Relaunched Meta paid creative... as low as $13.84 per premium bridal appointment booking; overhauling their entire paid media strategy on Meta and Google",
"rationale": "Meets req-001 (hands-on operator), req-002 (full-funnel build), req-003 (CRO), and req-004 (Meta ads) with solid proof. But req-005 (US GTM launch of a compound credit/lending product) is unsupported — her GTM work is DTC ecommerce/retail, not a regulated subprime lending launch. Because a HARD requirement (req-005) is not evidenced and the direct-response/lending context is absent, this cannot score high."
},
"functional_expertise": {
"score": 78,
"weight": 20,
"evidence": "Email - Campaigns, Flows, Segmentation, Lifecycle Marketing; Paid Media Strategy - Campaign development, creative, copy; CRO website; managing entire email program on Klaviyo",
"rationale": "Strong, specific growth-marketing depth across paid, CRO, and email lifecycle. Genuine operator breadth, though depth is concentrated in ecommerce/retail rather than high-volume lead-gen lending funnels."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "influential marketer... from financial services, to music technology to the alcohol / spirits space; audiences: Consumers (B2C)",
"rationale": "Claims a financial services background but with no substantiating detail in work history — all listed roles are ecommerce/consumer brands (apparel, eyewear, fitness, pickleball, wax bar). No subprime lending, credit-building, high-lead-volume DR, or Spanish-language/Hispanic market evidence. Low relevance to this brief."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "Relaunched Meta paid creative to generate CAC... as low as $13.84; Reduced STACKTˣ CAC... as low as $2.32 per user; managing entire email program on Klaviyo... Campaigns, Segmentation, List management",
"rationale": "Clearly a personal executor: builds creative, manages campaigns, runs email flows, sets up tracking. Strong operator profile, exactly the hands-on doer the role wants."
},
"strategy_and_judgment": {
"score": 72,
"weight": 10,
"evidence": "Comprehensive Strategy Overhaul; Growth strategy for STACKTˣ business accelerator program; multi-channel strategies... product launches, optimized e-commerce",
"rationale": "Demonstrates diagnosis (audits, competitive reviews) and cross-channel planning. Plausible strategic judgment, though not proven in a lending/regulated GTM context."
},
"tool_platform_fit": {
"score": 60,
"weight": 8,
"evidence": "Klaviyo; Facebook; Google Analytics; Instagram; Meta App Campaigns; Landing page tools (Instapage, Unbounce); Segment; Google Tag Manager",
"rationale": "Strong on Meta, Google, Klaviyo email, and landing pages/analytics. But no SMS/WhatsApp mass-messaging tools, no programmatic/geofencing platforms, and no HubSpot/Salesforce CRM stand-up evidence — several role-relevant tools are missing."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "4x Return on Ad Spend (ROAS); 40% traffic growth year over year with CPC as low as $0.13; Goals Set up and tracking; sourced and supported reconfiguration of Google Tag Manager, Google Analytics",
"rationale": "Consistent, quantified performance metrics (CAC, ROAS, CPC, YoY growth) and tracking setup. Strong measurement discipline directly relevant to CPL/CPA goals."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Toronto, Ontario, CA",
"rationale": "Active with availability and a $75/hr rate that comfortably fits the ~$12-15K/month band. Toronto timezone (ET) aligns with Miami. No Spanish-language capability noted, a soft gap for this market."
}
},
"final_score_rationale": "Biggest drivers: strong hands-on execution (CAC/ROAS/CPC proof), quantified measurement, and clear CRO + Meta + email/lifecycle skills that satisfy req-001 through req-004. Biggest penalties: no evidence of the specific HARD US GTM launch for a subprime credit/lending product (req-005), causing passes_all_hard=false; industry relevance is weak (all DTC ecommerce, no substantiated fintech/lending or high-lead-volume DR); and tool/channel gaps on WhatsApp mass messaging, SMS, programmatic/geofencing, and CRM stand-up. Her strengths are in a different (ecommerce/retail) lane, so they are only partially transferable to this lending-focused, Spanish-market growth brief.",
"evidence_snippets": [
"Conversion Rate Optimization Project / Audit for pehr USA",
"Relaunched Meta paid creative to generate CAC / appointment bookings as low as $13.84 per premium bridal appointment booking",
"Reduced STACKTˣ CAC for membership to as low as $2.32 per user on Meta paid",
"Tasked with managing entire email program on Klaviyo and Zenoti - Campaigns, Segmentation, List management, Email Lifecycle marketing",
"influential marketer and entrepreneur in a number of industries, from financial services, to music technology to the alcohol / spirits space",
"4x Return on Ad Spend (ROAS)... Email Lifecycle Marketing - YoY return of over 100%",
"A seasoned digital and growth marketer with roots in ecommerce, content, social media, and creative... Growth marketing strategy that drives results.",
"Conversion Rate Optimization Project / Audit for pehr USA; Relaunched Meta paid creative... as low as $13.84 per premium bridal appointment booking; overhauling their entire paid media strategy on Meta and Google"
],
"three_rs": {
"reach": "Proven on Meta (FB/IG) and Google paid for consumer acquisition, plus Klaviyo email; but no WhatsApp mass, SMS, programmatic/geofencing, or Telemundo/radio Spanish-market reach relevant to Harmoney.",
"resonance": "Strong DTC creative and lifecycle messaging for consumer brands; no evidence of resonating with US Hispanic/subprime credit-seeking audiences in Spanish.",
"reaction": "Excellent conversion/CRO and CAC/ROAS optimization track record, directly relevant to the CPL/CPA and conversion-lift goals, though demonstrated in ecommerce rather than lending funnels."
},
"match_reasons": [
{
"reason": "Hands-on growth operator across CRO, Meta, Google, and email lifecycle",
"evidence": "CRO website; overhauling their entire paid media strategy on Meta and Google; managing entire email program on Klaviyo"
},
{
"reason": "Quantified conversion/cost optimization results aligned to CPL/CPA goals",
"evidence": "CAC... as low as $13.84; Reduced STACKTˣ CAC... as low as $2.32 per user; 4x ROAS"
},
{
"reason": "GTM execution and new channel/product launch experience",
"evidence": "expertise in executing a comprehensive go-to-market strategy, leveraging digital marketing channels, and driving sales with a limited budget"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US mainland go-to-market for a credit/lending or any regulated financial product; all GTM work is DTC ecommerce/retail.",
"req-010-adjacent context: Financial services background is asserted in the bio but unsubstantiated in work history, and there is no subprime lending, credit-building, or high-lead-volume direct-response funnel evidence to anchor the lending-specific hard requirements."
]
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "kzbrzezny_at_yahoo_com",
"email": "kzbrzezny@yahoo.com",
"name": "Kate Zbrzezny",
"score": 59,
"passes_all_hard": false,
"summary": "Kate is a seasoned (15+ yr) full-funnel growth/paid-search marketer with strong ecommerce/B2C performance chops: managing $2M+ paid search/Google Shopping budgets, $13M+ SEM revenue, +150% ROI YOY, and 250% sales growth at Leslie's Poolmart. She spans Meta/Google/TikTok paid social, CRO/landing page optimization, GTM strategy, and analytics implementation, and is classified as a Growth Marketer and Paid Search Marketer. However, her experience is heavily ecommerce/retail (pools, bridal, garden, baby prints) rather than financial services / subprime lending, and there is no evidence of Credit Elevator-style regulated fintech GTM, lead-nurture CRM stand-up for high-lead-volume direct-response, WhatsApp mass messaging, SMS, programmatic/geofencing, or Spanish-language Hispanic-market marketing. She satisfies hands-on growth, CRO, Meta, and full-funnel build hard requirements plausibly, but has no demonstrated ability to lead the US GTM launch for a subprime credit product, which is a core HARD requirement.",
"synthesis_quote": "Created a successful go-to-market strategy for the new websites/brands and formulated a KPI matrix to measure results at optimal cadence",
"weighted_scores": {
"hard_requirements_fit": {
"score": 58,
"weight": 25,
"evidence": "Managed $2M paid search/Google Shopping budget; 'full-funnel acquisition strategies'; 'go-to-market strategy for the new websites/brands' — but no fintech/subprime GTM, no WhatsApp/SMS/geofencing, no CRM stand-up.",
"rationale": "Strong on hands-on growth (req-001), full-funnel build (req-002), CRO (req-003), and Meta paid social (req-004). But the Credit Elevator US subprime-lending GTM launch (req-005) has no relevant evidence — all launches are ecommerce brands. That HARD requirement is unmet, so passes_all_hard is false and this score is capped mid-range."
},
"functional_expertise": {
"score": 78,
"weight": 20,
"evidence": "'Successfully managed Google Ads and Bing Search Marketing accounts grossing over $13M in revenue, while improving ROI by over 150% YOY'; 'full-funnel acquisition strategies' across Meta, TikTok, Google.",
"rationale": "Deep, specific paid media and growth expertise with quantified outcomes across multiple channels and roles. Strong core function proof, though concentrated in ecommerce."
},
"industry_audience_relevance": {
"score": 22,
"weight": 12,
"evidence": "Industries: 'Ecommerce, Local Businesses, Marketplaces, Services'; brands are pools, bridal, garden, baby prints. No financial services/fintech/subprime.",
"rationale": "No financial services, fintech, or subprime lending experience (req-010). Audience is general B2C consumer/ecommerce, not credit-building or Spanish-language Hispanic market (req-011). Low relevance to this regulated lending brief."
},
"hands_on_execution": {
"score": 76,
"weight": 15,
"evidence": "'directly managing campaigns on Meta, TikTok, and Google platforms'; 'oversaw daily campaign optimizations, consistently improving ROI'; 'input and direction for onsite AB testing'.",
"rationale": "Clear operator evidence — personally runs and optimizes campaigns, not purely advisory. Some titles are Director-level, but recent freelance roles show hands-on execution."
},
"strategy_and_judgment": {
"score": 74,
"weight": 10,
"evidence": "'formulated a KPI matrix to measure results at optimal cadence'; 'Created yearly channel budgets and monthly forecasts based on trends'; 'Provided guidance on the Marketing Mix'.",
"rationale": "Solid diagnosis, planning, budgeting, and testing judgment. Translates goals to KPIs well, though not in a lending/high-volume-lead context."
},
"tool_platform_fit": {
"score": 55,
"weight": 8,
"evidence": "Tools: 'Facebook, Instagram, Google Analytics, Google Tag Manager, A/B testing tools (Optimizely, VWO), SEM Rush, Tableau'. No CRM/marketing automation (HubSpot/Salesforce), SMS, or WhatsApp tools listed.",
"rationale": "Good match on Meta, Google, analytics, and A/B testing tools. But missing the CRM/automation stand-up (req-009), WhatsApp/SMS platforms, and programmatic/geofencing tooling the role emphasizes."
},
"measurement_optimization": {
"score": 78,
"weight": 6,
"evidence": "'improving ROI by over 150% YOY'; '250% increase in sales and a 30% improvement in ROI'; 'CRO - Website', 'Landing page optimization', 'onsite AB testing'.",
"rationale": "Strong quantified performance iteration, ROI/CPA improvement, and CRO/testing discipline — directly relevant to the conversion-lift and CPL/CPA goals."
},
"availability_budget_fit": {
"score": 82,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $80/hr'; 'has_availability: true'; US-based (Arlington Heights, Illinois).",
"rationale": "Active, available, US-based, and $80/hr is comfortably within the ~$12-15K/month envelope. Soft fit is good; timezone is US-friendly."
}
},
"final_score_rationale": "Biggest drivers: strong, quantified full-funnel paid media and CRO expertise ($13M+ SEM, +150% ROI, 250% sales growth, $2M budget), hands-on execution across Meta/Google/TikTok, and solid analytics/testing discipline directly relevant to the conversion-lift and CPL/CPA goals. Biggest penalties: no financial services / fintech / subprime lending background (req-010) and no evidence of leading a comparable regulated-product US GTM launch (req-005, a HARD requirement) — her launches are all ecommerce brands. Additionally missing WhatsApp mass messaging, SMS, programmatic/geofencing (req-006/007), CRM/automation stand-up (req-009), and Spanish-language Hispanic-market experience (req-011). Because req-005 is a HARD requirement with no supporting evidence, passes_all_hard is false and hard_requirements_fit is capped, holding the overall score in the upper-50s.",
"evidence_snippets": [
"Successfully managed Google Ads and Bing Search Marketing accounts grossing over $13M in revenue, while improving ROI by over 150% YOY",
"achieving a 250% increase in sales and a 30% improvement in ROI ... managed a $2M budget for paid search and Google Shopping",
"led the performance marketing strategy across Paid Social, SEO, and Display channels, directly managing campaigns on Meta, TikTok, and Google platforms",
"Created a successful go-to-market strategy for the new websites/brands and formulated a KPI matrix to measure results at optimal cadence",
"Industries: Ecommerce, Local Businesses, Marketplaces, Services; Audiences: Consumers (B2C)",
"Skills: CRO - Website, Landing page optimization, New product launch, Scaling ad spend",
"Managed $2M paid search/Google Shopping budget; 'full-funnel acquisition strategies'; 'go-to-market strategy for the new websites/brands' — but no fintech/subprime GTM, no WhatsApp/SMS/geofencing, no CRM stand-up.",
"'Successfully managed Google Ads and Bing Search Marketing accounts grossing over $13M in revenue, while improving ROI by over 150% YOY'; 'full-funnel acquisition strategies' across Meta, TikTok, Google."
],
"three_rs": {
"reach": "Strong reach in paid search, Google Shopping, and Meta/TikTok paid social for B2C ecommerce; no evidence of WhatsApp mass messaging, SMS, or programmatic/geofencing channels central to this brief.",
"resonance": "Proven consumer-acquisition messaging in ecommerce/retail; no Spanish-language or US Hispanic-market resonance and no credit/subprime lending audience experience.",
"results": "Excellent quantified results: +150% ROI YOY, 250% sales growth, $13M+ SEM revenue, 300% social engagement lift — but in ecommerce, not lending conversion funnels."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel growth operator with deep paid media execution",
"evidence": "directly managing campaigns on Meta, TikTok, and Google platforms; developed and executed full-funnel acquisition strategies"
},
{
"reason": "Strong CRO and measurable performance optimization",
"evidence": "CRO - Website, Landing page optimization; improving ROI by over 150% YOY; 250% increase in sales"
},
{
"reason": "GTM strategy and KPI framework experience",
"evidence": "Created a successful go-to-market strategy for the new websites/brands and formulated a KPI matrix"
}
],
"hard_fail_reasons": [
"req-005 (US GTM launch for Credit Elevator subprime credit product): No evidence of leading a go-to-market launch for a financial/lending product; all launch experience is ecommerce brands (pools, bridal, garden, baby prints).",
"req-010-adjacent hard gap: No financial services / fintech / subprime lending background, which underpins the Credit Elevator launch and CRO in a regulated direct-response lending context.",
"Supporting gaps against IMPORTANT hard-context needs: no demonstrated WhatsApp mass messaging, SMS, programmatic/geofencing, or CRM/marketing-automation stand-up (HubSpot/Salesforce) experience."
]
}
],
"qualified_candidates": [
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jsniezko_at_gmail_com",
"email": "jsniezko@gmail.com",
"name": "Jeremy Sniezko",
"score": 87,
"passes_all_hard": true,
"summary": "Jeremy is a hands-on growth marketer and media buyer with $55M+ managed spend across Meta, Google, Bing, and TikTok, direct fintech/subprime lending experience at Possible Finance, and strong CRO/paid-social credentials. He personally executes (media buying, creative, split testing, CAPI integrations) and has run Spanish-language campaigns—a strong fit for Harmoney's subprime credit product and US Hispanic expansion. Miami-based, aligning with the client's US base. Main gaps: lifecycle (SMS/WhatsApp mass messaging) and geofencing are lightly evidenced, and full marketing-infrastructure/CRM build from zero is inferred rather than explicitly demonstrated.",
"synthesis_quote": "I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"weighted_scores": {
"hard_requirements_fit": {
"score": 85,
"weight": 25,
"evidence": "Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist.",
"rationale": "Meets hands-on operator, Meta scaling, CRO/CPA reduction, and fintech-lending hard requirements with concrete proof. Credit Elevator-style GTM launch is plausible via 'New marketing channel launch' skill and repeated new-loan record wins, but no explicit product-launch narrative; near-zero infrastructure/CRM build is inferred, so not a perfect hard-fit."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$55M+ in spend across all the major ad platforms... 9-figures in revenue for B2C and B2B; Efficiently scaled paid social spend 3x; Profitably scaled both Google and Meta campaigns to over $100k/day.",
"rationale": "Deep, specific growth/paid-acquisition and CRO expertise with quantified outcomes across multiple verticals; core function of the role is squarely his strength."
},
"industry_audience_relevance": {
"score": 88,
"weight": 12,
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records; Launched Spanish language campaigns; located in Miami, Florida.",
"rationale": "Direct subprime/consumer-lending fintech experience (Possible Finance) plus Spanish-language campaign success and Miami base map tightly to Harmoney's subprime credit product and US Hispanic/PR-to-mainland expansion."
},
"hands_on_execution": {
"score": 92,
"weight": 15,
"evidence": "Develop high converting ad creative and run split tests; Designed creative with 7% CTRs on Meta; Guided Possible through CAPI/server-side integrations; head media buyer and creative strategist.",
"rationale": "Clearly an operator who personally buys media, builds creative, runs tests, and handles technical integrations—exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "Founder... Launching a local services marketplace serving 4 countries; Consulted on non-SMM channels; Incrementality tests showed some progress... incremental growth was difficult in top categories.",
"rationale": "Shows diagnostic judgment (incrementality analysis, channel consulting) and full-funnel strategic thinking as a founder, translating goals into channel plans."
},
"tool_platform_fit": {
"score": 84,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), ManyChat, Facebook, Instagram, Google Analytics, Doubleclick, Landing page tools (Instapage, Unbounce), A/B testing tools (Optimizely, VWO).",
"rationale": "Strong coverage of Meta, Google, CRM (HubSpot/Salesforce), email/Klaviyo, ManyChat (chat/WhatsApp-adjacent), and CRO tooling. Programmatic via Doubleclick present; explicit geofencing not evidenced."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "Raised Google and Facebook ROAS to >2; Reduced CPA of existing clients by up to 50%; beat previous CPA record by over 50%; ran split tests to increase efficiency.",
"rationale": "Repeated, quantified KPI ownership around ROAS/CPA, plus experimentation and incrementality testing—directly matches the role's conversion/CPL/CPA optimization goals."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; location: Miami, Florida, US; preferred_hourly_pay_rate: $80/hr.",
"rationale": "Available, active, and Miami-based (matching client HQ and timezone). $80/hr rate is reasonable, though multiple concurrent 'Present' roles raise a mild bandwidth question given the fast-moving scope."
}
},
"final_score_rationale": "Biggest drivers: quantified full-funnel growth expertise ($55M+ spend, 9-figure revenue, 3x scale, $100k/day), directly relevant subprime-lending fintech experience at Possible Finance, proven Spanish-language campaign wins, Miami location fit, and strong CRO/CPA-reduction track record. Penalties: lifecycle messaging (SMS/WhatsApp mass) and geofencing are only lightly implied (ManyChat, Doubleclick) rather than explicitly demonstrated; near-zero marketing-infrastructure/CRM stand-up and a structured Credit Elevator GTM launch are inferred from adjacent skills rather than shown outright; and several overlapping active roles pose a mild availability risk. Net: a very strong operator match with minor gaps in the wanted lifecycle/programmatic channels.",
"evidence_snippets": [
"managed $55M+ in spend across all the major ad platforms",
"Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records",
"Launched Spanish language campaigns which beat previous CPA record by over 50%",
"Guided Possible through CAPI/server-side integrations, greatly increasing efficiency",
"Reduced CPA of existing clients by up to 50%",
"location: Miami, Florida, US",
"I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist."
],
"three_rs": {
"reach": "Proven multi-channel reach across Meta, Google, Bing, TikTok with $55M+ managed spend and Spanish-language campaign experience relevant to Harmoney's Hispanic/PR-to-US audience.",
"resonance": "Creative strategist with 7% Meta CTRs and CPA records broken; strong creative + CRO judgment to lift conversion and lower CPL/CPA.",
"relevance": "Direct subprime consumer-lending fintech background (Possible Finance) and Miami base align closely with Harmoney's product, market, and location."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with quantified paid + CRO results",
"evidence": "$55M+ in spend... 9-figures in revenue... paid ads, conversion rate optimization"
},
{
"reason": "Direct subprime lending fintech experience",
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records"
},
{
"reason": "Spanish-language campaign success for Hispanic market",
"evidence": "Launched Spanish language campaigns which beat previous CPA record by over 50%"
},
{
"reason": "Meta scaling and CPA reduction proof",
"evidence": "Profitably scaled both Google and Meta campaigns to over $100k/day; Reduced CPA... by up to 50%"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "g_at_u13n_com",
"email": "g@u13n.com",
"name": "Garrison Yang",
"score": 83,
"passes_all_hard": true,
"summary": "Garrison Yang is a hands-on, full-funnel growth marketer with deep performance-marketing execution across Meta, paid search, and lifecycle. He has scaled six-figure daily Facebook budgets (Calm $100-200K/day, Upstart $100K/day), owned funnel CRO (form-flow optimization, bounce/abandonment reduction), and delivered measurable conversion and CPL wins (SurveyMonkey -10% CPL, +150% leads). Critically for this role, he has direct subprime/fintech lending experience at Upstart, plus Robinhood Crypto fintech context, which maps closely to Harmoney's Credit Elevator credit-building product. He is an operator who personally builds funnels and journeys, satisfying all HARD requirements. Gaps: no explicit WhatsApp mass-messaging or geofencing evidence, and no Spanish-language/US Hispanic market experience, which is a preferred but highly relevant audience miss for a PR/Miami Spanish-market company.",
"synthesis_quote": "\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 84,
"weight": 25,
"evidence": "Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'",
"rationale": "Satisfies all five HARD reqs: hands-on strategy+execution, full-funnel build, CRO in a lending/lead-gen context, Meta scaling, and GTM (New product launch, GTM-Execution/Strategy skills). Slightly below exceptional because Credit Elevator-style compound-credit GTM and near-zero infra build are inferred rather than explicitly documented."
},
"functional_expertise": {
"score": 88,
"weight": 20,
"evidence": "'growth marketing for direct-to-consumer... managed advertising campaigns for over 10 advertisers, with collective annual spend exceeding $200 million'; skills include CRO - Website, CRO - Marketing channel, Landing page optimization, Lead generation, Scaling ad spend",
"rationale": "Deep, specific performance/growth expertise with repeated funnel CRO and lead-gen wins across multiple companies. Core function alignment is strong."
},
"industry_audience_relevance": {
"score": 72,
"weight": 12,
"evidence": "Upstart (lending platform, 'quality of credit applicants'), Robinhood Crypto (fintech); subindustries list 'Finance, FinTech, Insurance'",
"rationale": "Direct fintech/subprime-adjacent lending experience is highly relevant. Docked because there is no Spanish-language / US Hispanic / Puerto Rico market experience, which is a central audience for Harmoney."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... overseeing ad creative tests, designing user acquisition funnels'; 'executed enhancements to Upstart's form flow'",
"rationale": "Clearly an operator who personally builds funnels, runs creative tests, and optimizes forms. Some team-lead framing exists but execution dominates."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing'; 'setting context, establishing relevance, building affinity, and driving urgency'; Robinhood mix of short-term paid and long-term SEO/PLG",
"rationale": "Strong diagnostic and funnel-planning judgment with articulate frameworks; translates business goals into channel plans."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools: Facebook, Instagram, CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Search Ads 360, Doubleclick, ManyChat, Google Analytics/GTM, landing page tools",
"rationale": "Covers Meta, paid search, email, CRM (HubSpot/Salesforce), and CRO tooling directly implied by the role. ManyChat/WeChat hint at messaging, but no explicit WhatsApp mass-messaging or geofencing/DSP platform named."
},
"measurement_optimization": {
"score": 86,
"weight": 6,
"evidence": "'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'; 'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"rationale": "Concrete KPI ownership on CPL, conversion, and funnel metrics—directly matches the +10-15% conversion / lower CPL-CPA success signals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: onboarded, has_availability: true, preferred_hourly_pay_rate: $80/hr, location MONROE, Washington, US",
"rationale": "Available and onboarded; US-based (Pacific TZ, workable with Miami). Rate is reasonable within the ~$12-15K/month band, but budget not yet accepted so treated as soft."
}
},
"final_score_rationale": "The biggest score drivers are (1) direct subprime/fintech lending execution at Upstart including credit-applicant signal segmentation and form-flow CRO, which maps almost exactly to Harmoney's high-lead-volume credit product; (2) proven CPL and conversion wins (SurveyMonkey -10% CPL, +150% leads); and (3) deep hands-on Meta scaling at six-figure daily budgets. He clears all HARD requirements as a genuine full-funnel operator. Penalties: no explicit Spanish-language / US Hispanic / Puerto Rico market experience (central to this brief), and no direct WhatsApp mass-messaging or geofencing evidence, which held back the industry/audience and tool dimensions.",
"evidence_snippets": [
"'scaled Facebook advertising budget to $100,000 per day... signal segmentation which improved the quality of credit applicants' (Upstart)",
"'reduction in the net cost per lead by an estimated 10%... expanded the volume of leads generated by 150%' (SurveyMonkey)",
"'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... designing user acquisition funnels' (Calm)",
"'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing to stimulate growth' (Robinhood Crypto)",
"Tools: 'CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, ManyChat'",
"\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'"
],
"three_rs": {
"reach": "Strong multi-channel reach across Meta (FB/IG), paid search (Search Ads 360, Kenshoo), programmatic (Doubleclick), and lifecycle email—directly matches the role's channel expansion needs. Gaps: no explicit WhatsApp mass-messaging or geofencing experience.",
"resonance": "Articulates a clear conversion philosophy ('setting context, establishing relevance, building affinity, driving urgency') and creative testing at scale (Nike 16,000 products/32,000 videos). However, no Spanish-language/US Hispanic messaging experience for Harmoney's core audience.",
"results": "Consistent, quantified performance outcomes: -10% CPL and +150% leads at SurveyMonkey, 200% YoY growth at Calm, credit-applicant quality and bounce-rate improvements at Upstart—aligning with the +10-15% conversion and lower CPL/CPA goals."
},
"match_reasons": [
"Direct subprime lending / fintech experience at Upstart with credit-applicant funnel optimization: 'signal segmentation which improved the quality of credit applicants'",
"Proven CRO and CPL reduction in a lead-gen context: 'reduction in the net cost per lead by an estimated 10%... leads by 150%'",
"Hands-on Meta scaling at six-figure daily budgets: '$100,000 to $200,000' per day at Calm",
"Full-funnel operator with GTM and new-product-launch skills: 'GTM - Execution', 'New product launch', 'designing user acquisition funnels'",
"CRM/automation and lifecycle tooling on hand: 'CRMs (Salesforce, HubSpot)', 'Email tools (Mailchimp, Klaviyo)'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "nikhil_at_nikhilrao_io",
"email": "nikhil@nikhilrao.io",
"name": "Nikhil Rao",
"score": 82,
"passes_all_hard": true,
"summary": "Nikhil is a hands-on paid acquisition operator with strong direct-response, funnel-building, and fintech-adjacent experience. He personally scaled ad spend and maintained CAC at multiple companies, built new digital channels from near-zero at a fintech neobank (Avant), ran Meta ads under special ad categories (directly relevant to lending compliance), managed programmatic/geofencing, and stood up martech/reporting infrastructure. He plausibly satisfies every HARD requirement, though his profile shows lighter direct evidence of a formal US GTM product launch and less on WhatsApp/SMS mass messaging and Spanish-language market work.",
"synthesis_quote": "Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"rationale": "Satisfies all five HARD requirements with concrete proof: hands-on operator, full-funnel infrastructure build from near-zero, CRO/CAC management, Meta ads (incl. compliance-sensitive special ad categories relevant to lending), and product launch experience. GTM launch evidence is product-launch adjacent rather than a formal branded US mainland launch, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'.",
"rationale": "Deep, specific paid search + paid social growth expertise with repeated proof of scaling spend while holding CAC and lifting lead volume — the core function of this role."
},
"industry_audience_relevance": {
"score": 78,
"weight": 12,
"evidence": "'Avant, a fintech neobank'; 'integrating technology with financial services products'; Zacks Investment Research (financial services) — 'his potential value to marketing teams within the financial services sector'.",
"rationale": "Strong financial services / fintech background (Avant neobank, Zacks investment research), directly relevant to a subprime lending/credit product. No explicit subprime lending or Spanish-language/US Hispanic audience evidence, which are relevant here."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "'His tactics included the optimization of keywords, refinement of ad copy, and improvement of website creative elements'; 'constructed a series of ads'; 'built out the SQL for custom reporting'; 'architecting a site redesign onto a new Shopify template'.",
"rationale": "Clearly an operator who personally builds, optimizes, writes, and ships. Strong fit for a role that needs execution, not just direction."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'devised a marketing strategy that applied B2C digital marketing techniques to Pillar Booth's primarily offline B2B vertical'; 'developed a reporting framework that articulated their value to stakeholders'.",
"rationale": "Demonstrates diagnosis, channel prioritization, and translating business goals into acquisition strategy across multiple engagements."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools include 'CRMs (Salesforce, HubSpot, etc)', 'Google Analytics', 'Landing page tools (Instapage, Unbounce)', 'A/B testing tools (Optimizely, VWO)'; worked with 'CMS, DMP, and Rockerbox for reporting'.",
"rationale": "Strong overlap with role's implied stack (HubSpot/Salesforce CRM stand-up, landing page/CRO tools, analytics). Meta and programmatic platforms directly used."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "'maintaining the target cost per acquisition and lead quality'; 'A creative testing framework... resulted in a higher click-through rate'; 'developed a reporting framework'; '70% the CAC of the traditional marketing channels'.",
"rationale": "Consistent, quantified evidence of KPI ownership, experimentation, attribution, and iterative optimization — core to the CRO/CPL/CPA goals."
},
"availability_budget_fit": {
"score": 88,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $75/hr', location Chicago (US, compatible timezone).",
"rationale": "Active, available, US-based, and rate is comfortably within the ~$12-15K/month envelope for a full-funnel engagement."
}
},
"final_score_rationale": "The biggest score drivers are his repeatedly proven, quantified paid acquisition and CRO execution (scaling spend while holding CAC, +300% lead volume, 70% CAC digital prescreen) and directly relevant fintech/financial-services experience at Avant and Zacks — including Meta special ad category compliance that maps to lending. He is a genuine operator who builds infrastructure and reporting from near-zero. Penalties: lighter direct evidence on WhatsApp/SMS mass messaging, no explicit Spanish-language/US Hispanic market experience (a preferred fit that matters for this Puerto Rico/Miami audience), and product-launch experience that is adjacent to but not a formal US mainland GTM launch. These keep him strong rather than exceptional.",
"evidence_snippets": [
"Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"managing Facebook ads within special ad categories, ensuring compliance and effectiveness through precise campaign construction.",
"scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition and lead quality.",
"increased lead volume by 300% for the company's subscription products.",
"establishment and scaling of new digital channels, including paid search, paid social, and email syndication.",
"Managed the SEM, Programmatic, Display, and PPC channels for Boeing.",
"'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'."
],
"three_rs": {
"role_fit": "Strong fit as a hands-on full-funnel growth/performance operator in a fintech direct-response context.",
"risk": "Limited proof of WhatsApp/SMS mass messaging, Spanish-language market, and formal branded US GTM launch.",
"reward": "Repeatedly scaled spend while holding CAC and grew lead volume, with fintech compliance and martech build experience."
},
"match_reasons": [
"Fintech/financial services growth experience at Avant neobank and Zacks - 'integrating technology with financial services products'",
"Hands-on scaling with CAC discipline - 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'",
"Meta ads under lending-relevant special ad categories - 'managing Facebook ads within special ad categories, ensuring compliance'",
"Built new digital channels from near-zero - 'standing up and scaling the digital acquisition channels'",
"Programmatic/geofencing experience - 'implemented geo-targeting' and 'Managed the SEM, Programmatic, Display... channels'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "shaungh_wolf_at_gmail_com",
"email": "shaungh.wolf@gmail.com",
"name": "Shaungh Wolf",
"score": 81,
"passes_all_hard": true,
"summary": "Shaungh Wolf is a seasoned full-funnel growth operator with deep, hands-on paid media, CRO, and lifecycle experience across 50+ DTC/B2B/marketplace brands. He combines executive strategy with personal execution (Meta/Google buying, landing pages, creative testing, CRO), owns revenue/CAC targets, and has strong CPA-reduction track records (Daily Harvest $550→$250 CPA, Generation Genius 50% CPA cut). He satisfies all five HARD requirements: hands-on strategy+execution, full-funnel/infra build, CRO, Meta ads, and GTM launch experience. The main gaps versus the brief are subprime/consumer-lending fintech experience (he has DTC/ecommerce and only light web3 fintech), Spanish-language/US Hispanic market experience (not evidenced), and WhatsApp mass-messaging plus geofencing specifically. His DTC ecommerce strength is real but partially in a different lane than the loan/credit direct-response subprime context.",
"synthesis_quote": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"rationale": "Clearly satisfies hands-on strategy+execution (req-001), full-funnel infra build (req-002), CRO with proven CPA reduction (req-003), Meta ads (req-004), and GTM launches (req-005). Not maxed because WhatsApp mass messaging, geofencing, and subprime-lending GTM context are not directly evidenced."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER",
"rationale": "Exceptional depth in paid media, CRO, funnel optimization, and revenue/CAC modeling — the exact core function of a growth marketer."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets); Consulting on performance marketing... for venture-backed web3 projects",
"rationale": "Has some fintech/web3 exposure but no subprime/consumer-lending or credit-building product experience, and no Spanish-language/US Hispanic audience evidence. Mostly DTC ecommerce, a different audience than the brief."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "Managed over $1M/day in spend... executed a comprehensive Facebook marketing strategy; introduced listicle-style landing pages; Built HubSpot + Supermetrics dashboards",
"rationale": "Strong operator profile — personally builds landing pages, runs media, builds dashboards and creative test roadmaps rather than only advising."
},
"strategy_and_judgment": {
"score": 88,
"weight": 10,
"evidence": "focusing on parent-teacher associations... for its potential to create a network effect; reallocated spend toward high retention markets; Owned targets, forecasting, and budget allocation tied to CAC, payback, contribution margin",
"rationale": "Demonstrates strong diagnostic and prioritization judgment, channel-market fit thinking, and translating business economics into strategy."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Lifecycle: Klaviyo, Attentive, Brevo, GoHighLevel, Mailchimp; CRMs (Salesforce, HubSpot); Ads: Meta, Google, TikTok; Hotjar, VWO, Looker Studio",
"rationale": "Strong tool overlap: HubSpot/Salesforce CRM stand-up, Klaviyo/Attentive for email+SMS, Meta/Google. Missing explicit WhatsApp mass-messaging and geofencing/programmatic DSP tools."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "reduce the CPA from $550 to $250; 50% reduction in cost per acquisition while scaling spend; Incrementality-informed measurement using holdouts/lift tests",
"rationale": "Excellent, concrete measurement and optimization proof with attribution rigor and repeatable CPA/ROI improvements."
},
"availability_budget_fit": {
"score": 45,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $200/hr; status: active, has_availability: true",
"rationale": "Active and available, but $200/hr implies a rate well above the ~$12-15K/month all-in soft target if full-time; budget fit is uncertain."
}
},
"final_score_rationale": "Biggest score drivers: exceptional functional expertise ($400M+ paid spend, deep CRO), strong hands-on execution, and standout measurement/optimization (Daily Harvest CPA $550→$250, Generation Genius 50% CPA cut) that map directly to the brief's conversion-lift and CPL/CPA-reduction goals. He passes all five HARD requirements with concrete proof. Penalties: no subprime/consumer-lending or credit-building fintech experience (only light web3), no evidence of Spanish-language/US Hispanic market experience (a preferred but highly relevant factor), and no direct WhatsApp mass-messaging or geofencing execution. His DTC-ecommerce depth is partly in a different lane than a loan/credit direct-response subprime context, so industry relevance is capped. Rate ($200/hr) may exceed the soft budget target.",
"evidence_snippets": [
"Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon, retail media.",
"reduce the CPA from $550 to $250, effectively optimizing the marketing budget",
"50% reduction in the cost per acquisition (CPA), achieved while scaling the advertising spend",
"Full-funnel CRO: landing pages, offers, checkout, and experimentation to improve payback.",
"Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets)",
"Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER"
],
"three_rs": {
"recommend": "Recommend for interview as a strong hands-on growth operator; validate lending/subprime and Spanish-market fit and confirm rate against budget.",
"risk": "Limited subprime/consumer-lending and Spanish-language/US Hispanic audience experience; no direct WhatsApp mass-messaging or geofencing execution; $200/hr may exceed the ~$12-15K/mo soft target.",
"reason": "Deep full-funnel paid media, CRO, and measurement expertise with proven CPA reduction and revenue growth, satisfying all HARD requirements as a genuine strategy+execution operator."
},
"match_reasons": [
{
"reason": "Proven hands-on full-funnel growth operator combining strategy and execution",
"evidence": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth."
},
{
"reason": "Direct CRO and CPA-reduction results in high-spend direct-response contexts",
"evidence": "reduce the CPA from $550 to $250... 50% reduction in the cost per acquisition"
},
{
"reason": "Meta and Google paid media at massive scale",
"evidence": "Own Meta, Google, and Amazon media buying; Managed over $1M/day in spend"
},
{
"reason": "CRM/automation and lifecycle tool fit for stand-up",
"evidence": "Built HubSpot + Supermetrics dashboards; Lifecycle: Klaviyo, Attentive, Brevo"
},
{
"reason": "New product launch / GTM experience",
"evidence": "Spearhead new product launches with integrated go-to-market plans across DTC, Amazon, and Retail"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "annabellewilson_info_at_gmail_com",
"email": "annabellewilson.info@gmail.com",
"name": "Annabelle Wilson",
"score": 80,
"passes_all_hard": true,
"summary": "Annabelle Wilson is a full-funnel growth and lifecycle marketer with ~two decades of experience and a strong, directly-relevant background in financial services (Ritchie Bros. Financial Services: $1B+ pre-approvals, 20K+ web applications, marketing automation journeys). She blends strategy with hands-on execution across Meta ads, email/lifecycle automation, landing pages, SEO, and CRO, and has stood up CRM/marketing automation (HubSpot, Salesforce Pardot, Dotmailer). She satisfies all HARD requirements at a plausible-to-strong level. Gaps that hold back her score: no explicit evidence of WhatsApp mass messaging, SMS, programmatic/geofencing, or Spanish-language/US Hispanic market experience — all of which are central to this specific brief. Her financial-services lifecycle/CRO depth is her strongest asset for this role.",
"synthesis_quote": "What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"weighted_scores": {
"hard_requirements_fit": {
"score": 78,
"weight": 25,
"evidence": "'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'",
"rationale": "Meets all five HARD requirements: hands-on strategy+execution operator, full-funnel/infra build (automation journeys, customer journeys, landing pages), CRO (32% lead lift, 50% CPC reduction), Meta ads (Facebook/Instagram in tools, form ads execution), and GTM launch (GTM-Strategy/Execution skills, product launches at Ritchie Bros/O2E/Hootsuite). Evidence is concrete though WhatsApp-specific Meta and a financial-product US GTM launch are inferred rather than proven verbatim."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Growth & Lifecycle Marketing expert specializing in... lead generation, SEO, performance marketing, and marketing automation'; 'launched automated acquisition, retention, and win-back journeys that generated 20K+ web applications, $72M in financing'",
"rationale": "Deep, specific growth/lifecycle expertise across acquisition, retention, and conversion. Strong lead-gen and automation depth directly aligns with the funnel-building core of the role."
},
"industry_audience_relevance": {
"score": 83,
"weight": 12,
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services'; 'generating $1B+ in financial pre-approvals'; 'B2B companies in finance'; '20k+ web applications, resulting in $72M in financing'",
"rationale": "Direct financial-services lending/financing experience is highly relevant to Harmoney's non-traditional lending/credit product. Gap: no Spanish-language / US Hispanic / subprime-specific audience evidence."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'Crafting the creative, content and targeting'; 'Managed the creation & optimization of campaign-specific landing pages using Unbounce & WordPress'; 'Built, executed, and reported on 20+ automated email journeys using Dotmailer'",
"rationale": "Clear personal execution across ad creative, landing pages, and email flows. Solo consultant model ('No need for multiple contractors') reinforces true operator profile."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'align marketing strategy with revenue goals'; 'translated performance data into actionable recommendations, presenting weekly insights to senior leadership'; 'Led the strategic plan and customer experience, driving over $1B in financial pre-approvals'",
"rationale": "Demonstrates diagnosis, prioritization, and business-goal translation, including executive-level strategic planning and GTM strategy."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'leading Salesforce Pardot adoption'; 'A/B testing tools (Optimizely, VWO); Session replay tools (Hotjar, FullStory)'",
"rationale": "Strong fit for CRM stand-up (HubSpot/Salesforce/Pardot), email (Mailchimp/Klaviyo/Dotmailer), CRO tooling, and Meta. Missing SMS/WhatsApp/programmatic/geofencing tools explicitly named in the brief."
},
"measurement_optimization": {
"score": 83,
"weight": 6,
"evidence": "'reducing Facebook CPC by 50%'; 'monitored CPC, CTR, conversion rates, and engagement'; '46% open rate... 27% increase in candidate engagement'; 'data-driven testing, optimization'",
"rationale": "Consistent KPI ownership, A/B testing, and iterative optimization with quantified performance gains directly matching CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $90/hr; location: Vancouver, British Columbia, CA",
"rationale": "Active and available. $90/hr is reasonable within the ~$12-15K/month envelope. AMER-timezone-aligned (Pacific) works for Miami-based US team, though not the same timezone; soft preference only."
}
},
"final_score_rationale": "Score is driven up by directly-relevant financial-services lifecycle/CRO experience ($1B+ pre-approvals, $72M financing, 20K+ web applications, 20% YOY growth), a true strategy+execution operator profile, and strong measurement/optimization proof (50% CPC reduction, 32% lead lift). She satisfies all HARD requirements at plausible-to-strong levels, so passes_all_hard is true. Score is held back because several IMPORTANT/PREFERRED channels central to THIS brief are absent from the profile: no WhatsApp mass messaging, no SMS, no programmatic/geofencing, and no Spanish-language / US Hispanic market experience — a notable gap given the Puerto Rico/Miami/Telemundo audience. Her strong SEO/content lane is only partially transferable since the role emphasizes paid, lifecycle, and multi-channel expansion over organic content.",
"evidence_snippets": [
"Using Meta form ads I generated $54k in potential projects from an $800 budget in month 1. Crafting the creative, content and targeting",
"Designed and implemented new marketing automation journeys contributing to 20% YOY growth, generating $6.6M in revenue",
"Generated 20k+ web applications, resulting in $72M in financing and $6.5M in revenue",
"Audience segmentation including developing a new female persona, building conversion pages, reducing Facebook CPC by 50%",
"Built, executed, and reported on 20+ automated email journeys using Dotmailer, driving a 30% lift in usage",
"leading Salesforce Pardot adoption",
"What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'"
],
"three_rs": {
"reach": "Meta ads (Facebook/Instagram) and paid media execution proven; enterprise budget management ($500K at Hootsuite, $150K+ at reVISION). No evidence of WhatsApp mass messaging, SMS, or programmatic/geofencing, which are explicit expansion channels in this brief.",
"resonate": "Strong lifecycle/journey and audience-segmentation work (personas, win-back journeys, 46% open rates) plus financial-services messaging. Gap: no Spanish-language / US Hispanic creative resonance for Harmoney's core audience.",
"react": "Robust CRO and conversion track record (32% lead lift, 50% CPC reduction, 87% qualified-lead lift, 20K+ applications) directly supports the 10-15% conversion goal and CPL/CPA reduction."
},
"match_reasons": [
{
"reason": "Direct financial-services growth marketing at scale",
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services... generating $1B+ in financial pre-approvals'"
},
{
"reason": "Full-funnel operator combining strategy and hands-on execution",
"evidence": "'No need for multiple contractors, I handle strategy, execution, and results'"
},
{
"reason": "Proven CRO and conversion optimization",
"evidence": "'Increased overall conversions (leads) by 32%' and 'reducing Facebook CPC by 50%'"
},
{
"reason": "Marketing automation / CRM stand-up capability",
"evidence": "'leading Salesforce Pardot adoption' and CRMs (Salesforce, HubSpot)"
},
{
"reason": "Meta paid social execution",
"evidence": "'Using Meta form ads I generated $54k in potential projects from an $800 budget'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "juda_borrayo_at_gmail_com",
"email": "juda.borrayo@gmail.com",
"name": "Juda Borrayo",
"score": 80,
"passes_all_hard": true,
"summary": "Juda is a hands-on growth marketer with 12+ years of paid media, CRO, and funnel-building experience who personally executes campaigns across Google and Meta. He has directly relevant proof: strong CRO/conversion lift results (78% conversion increase, ~50% CPL drop, enrollments 2.3x), and — notably — actual financial services experience at a credit union (Island Federal Credit Union). He meets all five HARD requirements at least at a plausible-to-strong level, though gaps exist on WhatsApp mass messaging, SMS, programmatic/geofencing, and explicit US GTM product launch for a subprime credit product. Spanish-language market experience is not evidenced.",
"synthesis_quote": "Seasoned growth marketing strategist with 12+ years... specializing in paid media, funnel optimization, and strategic advertising... through a mix of hands-on execution and strategic guidance.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "Increased conversions by 78%... reduced Cost Per All Conversions by 41% (Island Federal Credit Union); Google Ads CPL dropped nearly 50% from ~$52 to ~$28; Lead Google Ads and Meta Ads strategy.",
"rationale": "Meets req-001 (hands-on strategy+execution), req-003 (CRO/CPL/CPA reduction), req-004 (Meta FB/IG), and req-002 (funnel/landing page build) with concrete proof. req-005 US GTM launch for a compound credit product is only partially supported (GTM strategy/execution skills listed, credit-union experience present, but no evidence of leading a structured product launch). All HARD reqs plausibly cleared, none contradicted, hence a solid but not top score."
},
"functional_expertise": {
"score": 84,
"weight": 20,
"evidence": "Managed Paid Media Campaigns and A/B Testing of over $2,500,000... Lead landing page strategy and CRO across 3 brands spending 30k+; Implemented A/B Testing Protocol process for improving conversion rates.",
"rationale": "Deep, specific paid media + CRO + funnel expertise directly in the role's core function; strong quantified outcomes across many accounts."
},
"industry_audience_relevance": {
"score": 68,
"weight": 12,
"evidence": "Island Federal Credit Union Bank... increased conversions by 78%; Clients include Island Federal Community Bank; verticals include supplements, restaurants, retreats.",
"rationale": "Genuine financial-services (credit union) experience is relevant to req-010, but it is prime/traditional banking rather than subprime lending; no Spanish-language/US Hispanic audience evidence (req-011). B2C direct-response is relevant."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "Edited, created, and sourced 20+ creatives...; Collaborate with developers to solve website, tracking, and technical issues; hands-on troubleshooting of tracking and attribution.",
"rationale": "Clearly an operator who personally builds campaigns, edits creative, sets up tracking, and optimizes — exactly the hands-on operator this role needs."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Managed campaign audits, restructures, landing page testing...; tiered marketing and FOMO generating creative strategy; identify performance issues, improve lead quality, refine targeting.",
"rationale": "Demonstrates diagnosis, prioritization, and testing judgment translating goals into campaign plans, though less evidence of full go-to-market planning for a new product."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Google Analytics, GTM, Hotjar/FullStory, Optimizely/VWO; used Ontraport, Hubspot, Marketo.",
"rationale": "Strong overlap with role stack incl. HubSpot/Salesforce CRM stand-up and email tools; missing explicit SMS/WhatsApp/programmatic/geofencing platform evidence."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "Increased in platform ROAS by 321%, reduced Cost Per All Conversions by 41%; 12+ ROAS up from 4.5 average; CPL dropped ~50%.",
"rationale": "Excellent measurement, attribution, and iterative optimization track record with clear KPI ownership."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Jupiter, Florida, US.",
"rationale": "Active and available, US/Florida-based (near Miami base, aligned timezone); $75/hr rate is well within a ~$12-15K/month engagement envelope."
}
},
"final_score_rationale": "Biggest drivers: strong hands-on execution, deep paid media + CRO functional expertise, and quantified conversion/measurement wins that directly map to the role's success signals (conversion lift, CPL/CPA reduction). A rare bonus is genuine financial-services experience (Island Federal Credit Union) plus a CRM/analytics tool stack matching HubSpot/Salesforce. Penalties: no evidence of WhatsApp mass messaging, SMS lifecycle, or programmatic/geofencing (IMPORTANT reqs partly unmet); the credit union work is prime banking rather than subprime lending; no Spanish-language/US Hispanic market experience (PREFERRED); and no explicit proof of leading a structured US go-to-market product launch (req-005 inferred, not demonstrated). All HARD reqs are at least plausibly satisfied and none contradicted, so passes_all_hard is true, but soft-channel and industry-depth gaps keep the score in the strong-but-not-elite range.",
"evidence_snippets": [
"Increased conversions by 78%. Increased in platform ROAS by 321%, and reduced Cost Per All Conversions by 41% (Island Federal Credit Union)",
"Google Ads CPL dropped nearly 50% from ~$52 to ~$28... Enrollments grew 2.3x (from ~180/month to 400-550/month, peaking at 555)",
"Managed Paid Media Campaigns and A/B Testing of over $2,500,000 dollars across multiple verticals in B2B and B2C advertising",
"Lead landing page strategy and CRO across 3 Columbus Travel brands spending 30k+",
"Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Google Analytics, Google Tag Manager",
"Edited, created, and sourced 20+ creatives that consistently receive between 2.5 - 7.5 Click Through Rates",
"Seasoned growth marketing strategist with 12+ years... specializing in paid media, funnel optimization, and strategic advertising... through a mix of hands-on execution and strategic guidance.",
"Increased conversions by 78%... reduced Cost Per All Conversions by 41% (Island Federal Credit Union); Google Ads CPL dropped nearly 50% from ~$52 to ~$28; Lead Google Ads and Meta Ads strategy."
],
"three_rs": {
"reach": "Strong in Meta (FB/IG) and Google Ads/YouTube paid acquisition, but no evidence of WhatsApp mass messaging, SMS, or scaled programmatic/geofencing — key channel-expansion needs for this role.",
"resonance": "Proven creative and messaging testing (FOMO/tiered creative, 20+ creatives at 2.5-7.5% CTR); however no Spanish-language/US Hispanic audience resonance evidence for the target market.",
"reaction": "Excellent conversion-driven results: 78% conversion lift, 41% lower cost per conversion, ~50% CPL drop, 2.3x enrollment growth — directly aligned to the role's CRO and sales-growth goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with CRO focus",
"evidence": "Managed campaign audits, restructures, landing page testing, conversion tracking... through a mix of hands-on execution and strategic guidance"
},
{
"reason": "Proven conversion-rate and cost-efficiency gains in direct response",
"evidence": "Increased conversions by 78%... reduced Cost Per All Conversions by 41%; Google Ads CPL dropped nearly 50%"
},
{
"reason": "Relevant financial-services experience",
"evidence": "Island Federal Credit Union Bank... Clients include Island Federal Community Bank"
},
{
"reason": "CRM/marketing automation and analytics tooling fit",
"evidence": "CRMs (Salesforce, HubSpot); Ontraport, Hubspot, Marketo; Google Analytics, Google Tag Manager"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "dillon_at_theconvertlab_com",
"email": "dillon@theconvertlab.com",
"name": "Dillon Zolnierczyk",
"score": 80,
"passes_all_hard": true,
"summary": "Dillon is a hands-on, full-funnel growth/performance marketer with strong direct-response, high-lead-volume experience across Meta and Google, deep CRO and funnel-rebuild work, and marketing-infrastructure/CRM stand-up (HubSpot, Salesforce, GoHighLevel, GA4/GTM/CAPI attribution). He clearly satisfies the role's hard requirements: he personally executes campaigns, builds funnels/tracking from scratch, drives CRO with concrete CPL/CPA reductions, and runs Meta at scale. Gaps: no explicit WhatsApp mass messaging, SMS, programmatic/geofencing, or subprime/fintech lending experience, and no Spanish-language/US Hispanic market evidence. His conversion and funnel results in lead-gen, direct-response verticals (home builders, tutoring, events) map well to Harmoney's loan lead engine, though the industry is not a direct fintech match.",
"synthesis_quote": "Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250... Increased Annual New Customers by 334% (698 -> 3028).",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Led paid social & search (Meta + Google)... strategy, media buying, creative A/B testing, optimization, and reporting; Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering; built HubSpot+Salesforce attribution/reporting",
"rationale": "Meets the five HARD reqs: hands-on operator (req-001), full-funnel build from near-zero (req-002), CRO with CPL/CPA reduction (req-003), Meta at scale (req-004), and GTM/new-product launch skills (req-005 partial). Not a director-only profile. Weakness: GTM launches were not for financial/credit products, and no WhatsApp, so score is strong but not exceptional."
},
"functional_expertise": {
"score": 85,
"weight": 20,
"evidence": "manage end-to-end campaigns across Google, Meta, and Reddit; Ran structured A/B tests across carousel, collage, video, and messaging to reduce CPL; Launch new paid ad landing pages and CRO optimization strategy",
"rationale": "Deep, specific growth/performance marketing execution with repeated concrete CPL/CPA/funnel outcomes across multiple accounts. Core function is a strong match for this direct-response growth role."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "e-commerce, education, and lifestyle industries; subindustries include Finance, FinTech; work history in home builders, tutoring, event ticketing",
"rationale": "High-lead-volume, direct-response B2C lead-gen experience is relevant, but no proven subprime/lending or Spanish-language/US Hispanic market experience. Finance/FinTech listed as subindustry tags without concrete lending work. Plausible but not strong industry fit."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "media buying, creative A/B testing, daily optimization; Built a tracking system using GTM and CAPI; Launched AI booking chatbots and GoHighLevel automation to streamline lead nurturing",
"rationale": "Clearly a personal operator who builds tracking, funnels, campaigns, and automation himself. Exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Developed a 'Bleeding Neck' profile to guide ad copy; Documented brand 'non-negotiables' in ad creative to protect margins; Aligned social strategy with SEO",
"rationale": "Shows diagnosis, audience/message strategy, and prioritization tied to business goals (revenue targets, margin protection). Strong strategic judgment alongside execution."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "Managed Meta Ads Manager, Google Ads, HubSpot & Follow Up Boss; built HubSpot+Salesforce attribution; Email tools (Mailchimp, Klaviyo); GA4/GTM/CAPI",
"rationale": "Strong overlap with Meta, Google SEM, HubSpot/Salesforce CRM stand-up, and email tooling. Missing explicit WhatsApp mass messaging and programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "Created 'All Ad Lead Stages' report linking creative and campaign names to sales outcomes; Integrated GoHighLevel and Agency Analytics to blend CRM data with ad spend; maintained CPA of $45",
"rationale": "Excellent measurement/attribution and iterative optimization with concrete KPI ownership (CPL, CPA, CAC, LTV). Directly supports Harmoney's conversion goals."
},
"availability_budget_fit": {
"score": 75,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Comox, British Columbia, CA",
"rationale": "Active and available, AMER timezone workable for a Miami-based team. $75/hr rate is reasonable within the ~$12-15K/mo band. Soft prefs largely met."
}
},
"final_score_rationale": "Biggest score drivers: strong hard-requirements fit as a hands-on full-funnel operator with repeated, concrete CRO/CPL/CPA wins (e.g., cost-per-booking $1k→$250, CPA $45, 334% customer growth), plus infrastructure and CRM/attribution build-outs (HubSpot, Salesforce, GoHighLevel, GA4/GTM/CAPI) from near-zero. Meta + Google execution at meaningful scale is well documented. Penalties: no explicit WhatsApp mass messaging (part of the primary Meta channel expectation), no SMS lifecycle, no programmatic/geofencing, and no subprime/fintech lending or Spanish-language/US Hispanic market experience—all relevant to this role. These weaknesses hold industry relevance and tool fit below top marks but do not fail any hard requirement.",
"evidence_snippets": [
"Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250.",
"Led paid social & search (Meta + Google) for Value Build Homes—strategy, media buying, creative A/B testing, optimization, and reporting.",
"Built a tracking system using GTM and CAPI to link paid ad traffic to CRM lead status for end-to-end sales attribution.",
"built HubSpot+Salesforce attribution/reporting to tie ads to revenue.",
"Launched AI booking chatbots and GoHighLevel automation to streamline lead nurturing.",
"Managed 2024 funnel rebuild, 2025 migration to GoHighLevel, and AI chatbot deployment.",
"Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250... Increased Annual New Customers by 334% (698 -> 3028).",
"Led paid social & search (Meta + Google)... strategy, media buying, creative A/B testing, optimization, and reporting; Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering; built HubSpot+Salesforce attribution/reporting"
],
"three_rs": {
"reach": "Multi-channel paid acquisition across Meta (FB/IG), Google/Bing SEM, Reddit, TikTok, YouTube at scale ($150k-$300k+/mo spend); no proven WhatsApp mass, SMS, or programmatic/geofencing reach.",
"resonance": "Direct-response messaging strategy via audience/pain profiling ('Bleeding Neck' profile) and structured creative A/B testing; no Spanish-language or US Hispanic audience proof.",
"reaction": "Deep conversion optimization and attribution: CPL/CPA reduction, funnel rebuilds, CRM/GA4/CAPI tracking, and documented sales-outcome reporting driving measurable revenue and lead-volume lifts."
},
"match_reasons": [
"Hands-on full-funnel operator who both strategizes and executes: 'media buying, creative A/B testing, daily optimization' across multiple accounts (req-001).",
"Builds infrastructure from near-zero: '2024 funnel rebuild, 2025 migration to GoHighLevel' and 'HubSpot+Salesforce attribution/reporting' (req-002, req-009).",
"Proven CRO in high-lead-volume direct response: 'Slashed booked appt costs by 75% ($1,000 to $250)' and 'CPA of $45' (req-003).",
"Meta at scale: 'Facebook avg 250/month' leads, 'Facebook CPL ≈ $25', end-to-end Meta Ads Manager management (req-004).",
"Google SEM experience: 'end-to-end campaigns across Google, Meta, and Reddit' and Bing Ads (req-008)."
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "ro_at_roahmarketing_com",
"email": "ro@roahmarketing.com",
"name": "Ro Ahuja",
"score": 77,
"passes_all_hard": true,
"summary": "Ro is a hands-on full-funnel growth marketer with strong, recent, personally-executed proof across Meta and Google paid channels, CRO, and marketing infrastructure build-out. Work history shows direct execution: optimizing Meta lead-gen pipelines (50% CPL improvement), scaling Google Ads spend while maintaining CPA, restructuring analytics attribution, and completing a full HubSpot onboarding with customer-journey automations. These map tightly to Harmoney's need to build a scalable acquisition-to-conversion engine, run Meta, fix SEM, stand up CRM, and lift conversion in a high-lead-volume direct-response environment. Gaps: no fintech/subprime/lending industry experience, no clear SMS/WhatsApp mass-messaging or programmatic/geofencing proof, and no Spanish-language/US Hispanic market evidence. Passes all hard requirements, but weaker on several important channels and industry fit.",
"synthesis_quote": "Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%... Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "Growth Marketer role; 'Improved CPL cost efficiency by 50%'; 'Launched and optimized both Meta ads and Google Ads'; 'Full HubSpot onboarding complete with customer journey automations'",
"rationale": "Clears every HARD req: hands-on growth marketer (req-001), full-funnel/infra build incl HubSpot from scratch (req-002), CRO with real CPL/CPA lifts (req-003), Meta paid social (req-004), and GTM strategy+execution incl New product launch skill (req-005). Strong but not exceptional because the launches shown are local/service businesses, not a structured multi-loan credit product GTM."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled Google Ads Spend from $70K a month to $160K a month over 3 months while maintaining CPA Goals'; 'Improved CPL cost efficiency by 50%'; 'Launched new Google Ads campaigns on a $10K/month budget attaining a $35 CPA'",
"rationale": "Deep, concrete paid acquisition and CRO expertise with quantified outcomes across multiple accounts. Core growth function is well proven."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Local Businesses, Media, Services, Software & Tech; work at salons, dog grooming, landscaping, health therapy",
"rationale": "No financial services / fintech / subprime lending experience (req-010) and no Spanish-language / US Hispanic market evidence (req-011). Subindustry list includes Insurance but no lending/credit. Consumer B2C direct-response is somewhat relevant but industry fit is weak."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "'Plan, script, and develop creative for Meta Ads (UGC, Statics, Carousels)'; 'Build and manage creative pipeline for Meta Ads'; 'Restructured all web analytics to correctly track website traffic, conversion attribution, and phone call attribution'",
"rationale": "Clearly an operator who personally builds, scripts, ships, and optimizes—exactly the hands-on doer this role needs, not an advisor."
},
"strategy_and_judgment": {
"score": 75,
"weight": 10,
"evidence": "GTM - Strategy, GTM - Execution, New product launch skills; 'Optimized content strategy for top, mid and bottom funnel content'; '$75K in closed won deals and $955K in pipeline generated'",
"rationale": "Shows funnel diagnosis, messaging sprints, and full-funnel content strategy. Solid judgment though less evidence of large structured GTM planning for a regulated product."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Google Analytics, Search Ads 360, GTM, A/B testing tools, Landing page tools, Hotjar/FullStory",
"rationale": "Strong overlap with the implied stack: Meta, Google SEM, HubSpot CRM stand-up, email tools, analytics/CRO tooling. Missing explicit SMS/WhatsApp and programmatic/geofencing/DSP execution proof (has 'DSP Vetting' skill listed but no demonstrated work)."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'maintaining CPA Goals'; 'Improved YoY revenue by 25% and dropped marketing spend by 35% YoY'; 'Restructured all web analytics to correctly track... conversion attribution'; A/B testing, Testing framework, Report building and analysis",
"rationale": "Consistent KPI ownership, attribution fixes, and quantified performance iteration—directly relevant to the CPL/CPA and conversion-rate goals."
},
"availability_budget_fit": {
"score": 80,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; US-based (Nashua, NH); 'Probably half time // 20 hrs/wk'",
"rationale": "Active, available, US-based (AMER-friendly timezone for Miami), and a modest rate that fits comfortably within the ~$12-15K/month all-in band."
}
},
"final_score_rationale": "Biggest drivers: exceptional hands-on execution (personally builds/scripts creative, restructures analytics), quantified CRO and paid results (50% CPL improvement, $35 CPA, scaling Google spend while holding CPA), a completed HubSpot stand-up with journey automations, and strong tool/channel fit for Meta + Google + CRM. These satisfy all HARD requirements, so passes_all_hard is true. Biggest penalties: no financial services/fintech/subprime lending experience and no Spanish-language/US Hispanic market evidence (both weigh into industry_audience_relevance), plus no demonstrated SMS/WhatsApp mass-messaging or programmatic/geofencing execution (important channels). The Credit Elevator GTM would be a step up in regulatory and product complexity vs. the local/service-business launches shown.",
"evidence_snippets": [
"Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%",
"Scaled Google Ads Spend from $70K a month to $160K a month over 3 months while maintaining CPA Goals",
"Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement",
"Restructured all web analytics to correctly track website traffic, conversion attribution, and phone call attribution",
"Launched new Google Ads campaigns on a $10K/month budget attaining a $35 CPA",
"Plan, script, and develop creative for Meta Ads (UGC, Statics, Carousels & More)",
"Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%... Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement.",
"Growth Marketer role; 'Improved CPL cost efficiency by 50%'; 'Launched and optimized both Meta ads and Google Ads'; 'Full HubSpot onboarding complete with customer journey automations'"
],
"three_rs": {
"reach": "Proven multi-channel paid acquisition on Meta (FB/IG) and Google/Microsoft Ads at scale, but no demonstrated SMS/WhatsApp mass-messaging, programmatic/geofencing, or Spanish-language reach.",
"resonance": "Personally develops UGC/static/carousel creative and runs full-funnel content and messaging sprints, though no evidence of Hispanic-market or credit/lending messaging.",
"reaction": "Strong conversion focus: 50% CPL improvement, $35 CPA, CPA-held spend scaling, and full attribution restructuring—directly matches the 10-15% conversion lift and CPL/CPA reduction goals."
},
"match_reasons": [
"Hands-on growth marketer doing both strategy and execution: 'Launched and optimized both Meta ads and Google Ads' and 'Plan, script, and develop creative for Meta Ads'",
"Proven CRO/direct-response results: 'Improved CPL cost efficiency by 50%' and '$35 CPA'",
"Built marketing infrastructure from near-zero: 'Full HubSpot onboarding complete with customer journey automations'",
"Fixes underperforming paid search: multiple Paid Search Marketer roles and 'Scaled Google Ads Spend... while maintaining CPA Goals'",
"Tool fit for the implied stack: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, GTM"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jakemadoff210_at_gmail_com",
"email": "jakemadoff210@gmail.com",
"name": "Jake Madoff",
"score": 77,
"passes_all_hard": true,
"summary": "Jake is a full-stack, hands-on growth marketer with strong, concrete proof across the exact channels this role centers on: Meta paid social, Google SEM/PMax, full-funnel builds, and CRO. He personally manages large budgets ($200K/month at The/Studio) and shows repeated CPL/CPA reduction and conversion lift outcomes (CPA $75→$50, CVR +30%, CPL -28%). He has directly relevant financial-services lead-gen experience (SignatureFD financial advisory, Mountbatten alternative capital) and DTC lead generation. Gaps: he is subprime/consumer-credit-adjacent but not a proven subprime/fintech lending operator; his lifecycle (email/SMS/WhatsApp) and programmatic evidence is listed as skills/tools but thin in outcomes; no Spanish-language / US Hispanic market experience shown; and no explicit structured US GTM product-launch case study, though he lists GTM strategy/execution and new product/brand launch skills. He meets the hard requirements but with weaker proof on lifecycle messaging, WhatsApp, and Spanish-market fit.",
"synthesis_quote": "I'm a full-stack growth marketing expert... I specialize in paid social, paid search, OTT, Amazon Ads, and CRO. I've led growth at three multi-million dollar startups across e-commerce and lead generation verticals.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads; reduced CPL by 28%; improvement of ... 30% ... conversion rates; skills include 'GTM - Execution', 'GTM - Strategy', 'New product launch'",
"rationale": "Clears the hands-on operator, full-funnel, CRO, and Meta hard requirements with concrete proof. Weaker on the structured US GTM launch requirement (listed as skills, no product-launch case study) and no WhatsApp-specific evidence, so this is a pass with reservations rather than exceptional."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "full-funnel advertising approach ... low CPA; paid social, paid search, OTT, Amazon Ads, and CRO; built full-funnel Meta campaigns that cut CPLs below $90",
"rationale": "Deep, specific growth/performance-marketing expertise across paid acquisition and CRO, exactly the core function requested."
},
"industry_audience_relevance": {
"score": 60,
"weight": 12,
"evidence": "led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm ... reduced CPL by 28%; Mountbatten Global ... attract investors in Alternative Capital management",
"rationale": "Financial-services lead-gen experience exists, but it's high-net-worth advisory / investor targeting, essentially the opposite end from subprime/non-traditional lending consumers. No Spanish-language/US Hispanic market experience shown, which is highly relevant here."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "He managed $200K/month across Meta and Google Ads; conducted a funnel audit that enhanced the purchase conversion rate; Optimized audience targeting and ad creative strategies",
"rationale": "Clearly an operator who personally builds, tests, and optimizes campaigns rather than delegating; strong fit for the hands-on nature of the role."
},
"strategy_and_judgment": {
"score": 74,
"weight": 10,
"evidence": "By introducing a robust full-funnel advertising approach, he expanded Monosuit's reach to new audiences while maintaining a low CPA; multi-channel marketing approach enhanced brand visibility and established a robust customer acquisition pipeline",
"rationale": "Shows funnel diagnosis, channel prioritization, and testing judgment; less evidence of large-scale structured GTM planning for a new market launch."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc), Google Analytics, Google Tag Manager, Landing page tools, A/B testing tools; Programmatic marketing skill",
"rationale": "Strong overlap with the implied stack (HubSpot/Salesforce, email, analytics, landing pages, programmatic). WhatsApp/SMS mass-messaging tooling not shown."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "reduction of the cost per acquisition from $75 to under $50; Boosted CTR by 40% and CVR by 30%; achieved a return on ad spend (ROAS) of 3.4",
"rationale": "Repeated, quantified performance-iteration outcomes on CPA, CPL, CVR, and ROAS, directly matching the success signals in the brief."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; location: New York, US",
"rationale": "Active and available, US-based with AMER target-buyer experience, and a $70/hr rate that fits comfortably within a ~$12-15K/month envelope. Not a Spanish-language market native."
}
},
"final_score_rationale": "The biggest positive drivers are hands-on execution (88) and functional expertise (82): Jake is a proven operator personally running six-figure monthly budgets across Meta and Google with quantified CPA/CPL/CVR/ROAS improvements, which maps tightly to this role's full-funnel, CRO, and Meta hard requirements. Measurement/optimization and tool fit are also strong. The score is pulled down by industry/audience relevance (60): his financial-services experience is high-net-worth advisory and investor targeting, not subprime/non-traditional consumer lending, and there is no Spanish-language / US Hispanic market evidence. Hard-requirements fit is a pass but not exceptional (74) because the structured US GTM launch for a specific product and WhatsApp/SMS mass-messaging lifecycle are supported only by skill tags, not concrete case studies. He passes all hard requirements but with meaningful proof gaps on lifecycle messaging, subprime fintech, and Spanish market.",
"evidence_snippets": [
"managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads for SMBs and enterprise buyers",
"reduction of the cost per acquisition from $75 to under $50",
"led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm ... reduced CPL by 28% and grew qualified leads by 45%",
"Boosted CTR by 40% and CVR by 30% with targeted ad creatives and high-intent keywords",
"conducted a funnel audit that enhanced the purchase conversion rate",
"tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc)",
"I'm a full-stack growth marketing expert... I specialize in paid social, paid search, OTT, Amazon Ads, and CRO. I've led growth at three multi-million dollar startups across e-commerce and lead generation verticals.",
"managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads; reduced CPL by 28%; improvement of ... 30% ... conversion rates; skills include 'GTM - Execution', 'GTM - Strategy', 'New product launch'"
],
"three_rs": {
"reach": "Strong multi-channel paid reach: proven Meta (FB/IG) and Google (Search/PMax) scaling at up to $200K/month, plus programmatic and OTT skills. Gaps in WhatsApp mass-messaging and Spanish-language reach relevant to Harmoney's PR/Hispanic audience.",
"resonance": "Demonstrated creative testing and audience segmentation that improved CTR/CVR, but no evidence of resonance with subprime/credit-building consumers or Spanish-language messaging.",
"results": "Consistent quantified performance results: CPA $75->$50, CPL -28%, CVR +30%, ROAS 3.4-4.0, MQL/SQL growth — directly aligned with Harmoney's conversion-lift and CPL/CPA-reduction goals."
},
"match_reasons": [
{
"reason": "Hands-on full-stack growth operator running large paid budgets personally",
"evidence": "managed $200K/month across Meta and Google Ads (PMax/Search)"
},
{
"reason": "Proven CRO and CPL/CPA reduction in lead-gen environments",
"evidence": "reduction of the cost per acquisition from $75 to under $50; reduced CPL by 28%"
},
{
"reason": "Meta + Google paid social/search expertise matching current primary channels",
"evidence": "specialize in paid social, paid search, OTT, Amazon Ads, and CRO"
},
{
"reason": "Some financial-services lead-gen exposure",
"evidence": "led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "lucas_mondora_at_gmail_com",
"email": "lucas.mondora@gmail.com",
"name": "Lucas Mondora",
"score": 76,
"passes_all_hard": true,
"summary": "Lucas is a hands-on full-funnel growth/performance marketer with 9 years scaling DTC/ecommerce brands through Meta and Google Ads, CRO, and lifecycle. He personally executes campaigns, builds funnels/subscription flows, and has strong CRO proof (89% conversion lift, sub-$20 CPA from >$100). He clears the hard requirements on execution, funnel-build, CRO, and Meta. His notable gap is that his depth is overwhelmingly DTC ecommerce/CPG rather than subprime lending/financial services (though one Airwallex fintech engagement helps), and his channel mix skews Meta+Google rather than the SMS/WhatsApp mass-messaging and programmatic/geofencing the role also wants. WhatsApp and geofencing/programmatic experience are not evidenced.",
"synthesis_quote": "Achieved Meta ads profitability for a womens health brand by cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo; 89% increase in conversion rates through optimization of landing pages, website messaging, and advertorials.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 76,
"weight": 25,
"evidence": "'growing DTC and e-commerce brands through Meta Ads, Google Ads, conversion rate optimization'; '89% increase in conversion rates'; 'Launched Airwallex's Google Advertising into the USA'",
"rationale": "Clears req-001 (hands-on strategy+execution), req-002 (funnel/infrastructure build from near-zero, e.g. building Google/CRM tracking and subscription funnels), req-003 (strong CRO proof), req-004 (Meta ads scaling), and req-005 (launched a new US market channel). Weaker on Credit Elevator-style lending GTM specifically and WhatsApp, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Owned 8-figures in advertising spend'; 'Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows'; 'Increased Revenue Per Session by 35% ... through a funnel and offer CRO'",
"rationale": "Deep, specific paid media + CRO + growth-funnel expertise with concrete metrics across many engagements. Core growth-marketer function is strongly evidenced."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "'Airwallex, a global payments and financial services company'; '186% signups ... reduced customer acquisition cost by 13%'; otherwise CPG/DTC health & lifestyle brands",
"rationale": "One relevant fintech/payments engagement (Airwallex) is a real plus, but the bulk of experience is DTC ecommerce/CPG, not subprime lending, credit-building, or the US Hispanic/Spanish-language market central to this brief. No Spanish-language evidence."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'rebuilt their ad account structure from the ground up'; 'Built out subscription-only quiz funnels'; 'setting up upselling, bundling, and subscription quizzes to increase the Average Order Value from $34 to over $67'",
"rationale": "Clearly an operator who personally builds and optimizes campaigns, funnels, and flows rather than only advising. Strong match to the operator need."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'prioritizing marketing sprints, blending data, strategy, and ad campaigns'; 'Testing and optimizing offers until scalability and profitable units of economics was found'; 'Aligned marketing strategy & ad channel spend based on offer velocity, MER & retention'",
"rationale": "Shows diagnosis, prioritization, and translation of business goals into a practical plan, including reallocating budget with the CFO. Solid strategic judgment."
},
"tool_platform_fit": {
"score": 74,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'monitoring funnel metrics in Hubspot and Google Analytics'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'ManyChat'; Postscript SMS",
"rationale": "Strong fit on HubSpot/Salesforce, Klaviyo, SMS (Postscript), ManyChat, Meta, Google. Missing explicit WhatsApp mass messaging and programmatic/geofencing tooling, which the role emphasizes."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'reducing customer acquisition cost by 13%'; 'Whitelabeled CRO strategy ... average conversion rate lift of 18% per test'; 'Built AI-First Creative Testing ... resulting in a 22% win rate'",
"rationale": "Extensive KPI ownership, attribution (Triplewhale, GA, GTM), and systematic testing with quantified iteration. Directly matches CPL/CPA and conversion-rate goals."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $95/hr'; 'I am TEMPORARILY outside of the American timezones ... My workday starts at 1pm Pacific Daylight Time'",
"rationale": "Active with availability and a reasonable rate, but a temporary non-US timezone with a late start could strain the direct-with-CEO, move-fast US launch cadence. Soft preference."
}
},
"final_score_rationale": "Biggest positives: exceptional hands-on execution and CRO/measurement proof (89% conversion lift, CPA cut from >$100 to sub-$20, 8-figures managed spend), plus a genuine US market channel launch (Airwallex US Google). These clear the core HARD requirements around operator-level strategy+execution, full-funnel build, CRO, and Meta. Biggest penalties: industry relevance is weak—almost entirely DTC ecommerce/CPG rather than subprime lending/credit products, and there is no Spanish-language/US Hispanic evidence, which is highly relevant here. Channel coverage is Meta+Google-heavy with SMS/email and ManyChat present, but WhatsApp mass messaging and programmatic/geofencing are not evidenced. Timezone caveat is a soft minus.",
"evidence_snippets": [
"Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows, Meta account rebuild and creative testing.",
"89% increase in conversion rates through the optimization of landing pages, website messaging, and advertorials.",
"Launched Airwallex's Google Advertising into the USA and grew to a spend of $60,000/mo.",
"300% improvement (4 to 18%) In Loyalty Program activation rates using Klaviyo and Postscript SMS using the Hook Model.",
"Led end-to-end growth programs across DTC ecommerce and CPG brands, from setting strategy, hiring teams, & growing brands to 6,000+ sales/mo.",
"I am TEMPORARILY outside of the American timezones ... My workday starts at 1pm Pacific Daylight Time.",
"Achieved Meta ads profitability for a womens health brand by cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo; 89% increase in conversion rates through optimization of landing pages, website messaging, and advertorials.",
"'growing DTC and e-commerce brands through Meta Ads, Google Ads, conversion rate optimization'; '89% increase in conversion rates'; 'Launched Airwallex's Google Advertising into the USA'"
],
"three_rs": {
"reach": "Strong on Meta and Google paid acquisition with 8-figure spend and proven US market entry; limited evidence on WhatsApp mass messaging, programmatic, and geofencing which the role wants expanded.",
"resonance": "Good offer/positioning and lifecycle judgment (AOV, subscription funnels, SMS/email remarketing), but no Spanish-language or subprime-credit audience resonance evidence.",
"reaction": "Excellent CRO and conversion optimization track record (89% lift, sub-$20 CPA, 18-22% test win rates) directly aligned to the 10-15% conversion-lift and CPL/CPA goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with strong CRO proof",
"evidence": "'Increased Revenue Per Session by 35% ... through a funnel and offer CRO'; '18% per test' conversion lift"
},
{
"reason": "Proven Meta paid social scaling and CPA reduction",
"evidence": "'Achieved Meta ads profitability ... cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo'"
},
{
"reason": "CRM/automation and lifecycle tooling fit",
"evidence": "'monitoring funnel metrics in Hubspot and Google Analytics'; Klaviyo, Postscript SMS, ManyChat"
},
{
"reason": "Relevant fintech/payments US launch experience",
"evidence": "'Airwallex, a global payments and financial services company ... signups by 186% ... US ad spend from 0 to $60K/mo'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "andreylucha_at_gmail_com",
"email": "andreylucha@gmail.com",
"name": "Andre Lucha",
"score": 76,
"passes_all_hard": true,
"summary": "Andre Lucha is a senior growth/ecommerce marketing executive with 15+ years across DTC, fintech/blockchain, and health-tech. He shows strong, concrete evidence across every hard requirement lane: full-funnel builds and customer journey maps (Eternyze), CRO/A/B testing with measurable CAC reductions (Clearly -20% CAC, FitTrack -20% CAC, +10% LTV), Meta/Facebook/Instagram paid social, and multiple product/brand launches including a subscription GTM (Hume by FitTrack). He has directly relevant fintech/crypto lending-adjacent experience at Eternyze and Finance/FinTech subindustry tags. The main risks are that most recent large-scale work is senior VP-level leading teams of 15-25 (delegation vs. hands-on operation), his channel depth skews DTC ecommerce rather than subprime direct-response consumer lending, and there is no explicit Spanish-language / US Hispanic market or WhatsApp mass-messaging / geofencing evidence.",
"synthesis_quote": "A senior full-funnel growth leader with proven CRO, CAC reduction, and GTM launches — but likely more strategist than the near-zero hands-on operator this subprime, Spanish-market lending role demands.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "'built out sales funnels and customer journey maps' (Eternyze); '20% year-over-year decrease in customer acquisition costs'; 'conversion rate optimization, A/B testing'; 'The launch of Hume by FitTrack... led to $2 million in ARR'",
"rationale": "Meets all five HARD reqs at a plausible-to-strong level: hands-on growth (with delegation caveat), funnel/journey building from scratch (Eternyze CRM of 300 prospects, sales funnels), CRO with concrete CAC/LTV gains, Meta/Facebook ads, and multiple structured product launches. No hard req is contradicted, so passes_all_hard is true, but seniority-heavy profile and DTC (not lending direct-response) bias keep this from top marks."
},
"functional_expertise": {
"score": 80,
"weight": 20,
"evidence": "'ROI-driven strategies across... Display/Programmatic, CTV, SEM, SEO, CRM, Email, and Analytics'; 'conversion rate optimization, A/B testing, and cohort analysis'; 'built out sales funnels and customer journey maps'",
"rationale": "Deep, specific full-funnel growth expertise across acquisition, lifecycle, CRO, and analytics with quantified outcomes. Strong core-function fit for a growth marketer, though depth is anchored in ecommerce/DTC rather than lead-nurture lending funnels."
},
"industry_audience_relevance": {
"score": 68,
"weight": 12,
"evidence": "'growth marketing within the fintech and blockchain sectors' (Eternyze); subindustries include 'Finance', 'FinTech'; consumer DTC B2C audiences",
"rationale": "Genuine fintech/blockchain B2B lead-gen experience and Finance/FinTech tags are relevant, but this is crypto/investment fintech, not subprime consumer lending or credit-building. No Spanish-language / US Hispanic / Puerto Rico market evidence, which is highly relevant here."
},
"hands_on_execution": {
"score": 66,
"weight": 15,
"evidence": "'utilized tools such as Mamoto, Google Analytics... HubSpot, Salesforce, and coding languages like HTML, CSS, WordPress, MailChimp, and JavaScript'; 'set up smart contracts'; Mommy and Me Swag DTC operator role",
"rationale": "Some concrete personal-execution signals (coding, tool setup, smaller operator gigs at Mommy and Me Swag/Heidi Merrick). However, flagship roles are VP-level leading teams of 15-25 with agencies and BCG, suggesting a director-leaning profile; the role explicitly needs someone 'actually doing the work, not just directing it.'"
},
"strategy_and_judgment": {
"score": 85,
"weight": 10,
"evidence": "'integrated the Match Market incremental omnichannel ROAS attribution model, which led to a 20% year-over-year decrease in customer acquisition costs'; 'led the transition from a freemium to a premium subscription model'; 'strategic decision to bring all paid channels in-house resulted in $1 million in savings'",
"rationale": "Excellent diagnosis, prioritization, and business-translation judgment: attribution modeling, in-housing decisions, model transitions, and GTM planning. Strong evidence of translating goals into practical plans."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "tools list: 'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'ManyChat', 'Facebook', 'Instagram', 'Google Analytics', 'Search Ads 360'; 'transitioned CRM management to Klaviyo... 6 million subscribers'",
"rationale": "Strong match on the implied stack: HubSpot/Salesforce (CRM stand-up), Klaviyo/email, Meta, Google SEM/SA360, ManyChat (messaging/chatbots). Missing explicit WhatsApp mass messaging and geofencing platform evidence."
},
"measurement_optimization": {
"score": 86,
"weight": 6,
"evidence": "'20% year-over-year reduction in Customer Acquisition Costs'; '10% increase in customer Lifetime Value'; 'monitored lead generation and conversion rates, using analytical tools to evaluate marketing CPA and ROI'; 'A/B testing... cohort analysis'",
"rationale": "Repeated, quantified CAC/CPA reduction, LTV lift, attribution modeling, and experimentation across multiple roles. Precisely the measurement/optimization discipline this conversion-focused role requires."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $75/hr'; 'has_availability: true'; 'location: Vancouver, British Columbia, CA'",
"rationale": "Available and a $75/hr rate is well within the ~$12-15K/month all-in band. Vancouver timezone (PT) is workable with a Miami-based team, though not ideal, and no Spanish-language fit noted for a Spanish-market client."
}
},
"final_score_rationale": "Biggest positive drivers: strong functional growth expertise (80), standout strategy/judgment (85) and measurement/optimization (86) with repeated quantified CAC reductions and LTV lifts, plus solid tool/platform fit (82) covering HubSpot/Salesforce, Klaviyo, Meta, and SEM. He clears all five hard requirements with concrete evidence (funnels/journeys, CRO, Meta, GTM launches), so passes_all_hard is true. Key penalties: hands-on execution (66) is limited because his marquee work is VP-level leadership of 15-25 person teams — the role explicitly wants an operator doing the work, not directing it. Industry/audience relevance (68) is dampened because his fintech is crypto/investment, not subprime consumer lending, and there is no Spanish-language / US Hispanic / Puerto Rico market experience, plus no explicit WhatsApp mass-messaging or geofencing proof. These gaps in the specific direct-response, Spanish-market, subprime-lending context keep the overall score in the upper-middle range.",
"evidence_snippets": [
"'built out sales funnels and customer journey maps, achieving over 100 lead conversions in a quarter' (Eternyze)",
"'His focus on conversion rate optimization, A/B testing, and cohort analysis contributed to a 10% increase in customer Lifetime Value'",
"'integrated the Match Market incremental omnichannel ROAS attribution model... 20% year-over-year reduction in Customer Acquisition Costs'",
"'growth marketing within the fintech and blockchain sectors' (Eternyze AG)",
"'The launch of Hume by FitTrack... led to $2 million in ARR in its first year'",
"'transitioned CRM management to Klaviyo, overseeing a subscriber base of over 6 million'",
"A senior full-funnel growth leader with proven CRO, CAC reduction, and GTM launches — but likely more strategist than the near-zero hands-on operator this subprime, Spanish-market lending role demands.",
"'built out sales funnels and customer journey maps' (Eternyze); '20% year-over-year decrease in customer acquisition costs'; 'conversion rate optimization, A/B testing'; 'The launch of Hume by FitTrack... led to $2 million in ARR'"
],
"three_rs": {
"role_fit": "Strong full-funnel growth marketer whose strategy, CRO, and measurement chops map directly to Harmoney's conversion-lift and funnel-build needs; execution/hands-on level and Spanish-market/subprime context are the open questions.",
"risk": "Profile skews senior VP/director leading large teams and agencies, so may resist a hands-on near-zero build; no evidence of Spanish-language/US Hispanic marketing, WhatsApp mass messaging, or geofencing; fintech experience is crypto, not subprime lending.",
"recommendation": "Advance to interview with probing on personal hands-on execution (would he build/ship flows himself), Spanish-language capability, WhatsApp/SMS mass-messaging, geofencing, and comfort with a subprime consumer-lending direct-response funnel."
},
"match_reasons": [
{
"reason": "Proven CRO and CAC reduction in high-volume acquisition environments",
"evidence": "'20% year-over-year reduction in Customer Acquisition Costs' and '10% increase in customer Lifetime Value'"
},
{
"reason": "Full-funnel infrastructure and customer journey building from scratch",
"evidence": "'built out sales funnels and customer journey maps' with a CRM of 300 prospects at Eternyze"
},
{
"reason": "Multi-channel and product launch experience including GTM",
"evidence": "'The launch of Hume by FitTrack... led to $2 million in ARR'; multiple channel/brand launches"
},
{
"reason": "Relevant tool stack for CRM stand-up and lifecycle",
"evidence": "'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'ManyChat'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "kevinquangchicagobooth_at_gmail_com",
"email": "kevinquangchicagobooth@gmail.com",
"name": "Kevin Quang",
"score": 74,
"passes_all_hard": true,
"summary": "Kevin is a hands-on performance/growth marketer with 15-20 years across paid media, CRO, and full-funnel campaigns. He shows concrete operator work: geofencing to drive a 35% patient lift, 20%+ MoM conversion increases, revamping email flows in Klaviyo, and managing Meta/Google campaigns. He has direct-response, high-volume lead gen and marketplace experience relevant to Harmoney, plus geofencing and CRM/automation exposure. Gaps: no financial services/subprime lending background, no explicit Spanish-language/US Hispanic market experience, and no clear WhatsApp mass-messaging or SMS lifecycle proof. He passes the hard requirements but the industry and audience fit are weak, and several bullets read as advisory/consultant framing.",
"synthesis_quote": "My approach combines strategic insights with hands-on execution, ensuring every dollar is spent effectively.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "Growth Marketer roles at Juka/TubShroom and Sycamore; 'optimizing paid social media campaigns (Meta ads) and Google ads'; 'geofencing technology to target potential patients within a 5-mile radius'; '20%+ month-over-month increase in patient conversions'",
"rationale": "Satisfies hands-on growth (req-001), full-funnel build (req-002), CRO in direct-response lead gen (req-003), Meta paid social (req-004), and GTM/new product launch (req-005). Meta is limited to Facebook/Instagram with no WhatsApp mention, and there is no explicit Credit Elevator-type financial product launch, so the fit is solid but not exceptional."
},
"functional_expertise": {
"score": 80,
"weight": 20,
"evidence": "'20 years of experience in digital paid media'; 'Orchestrated high-volume inbound lead acquisition across 20+ digital channels'; 'CRO - Website, CRO - Marketing channel, Landing page optimization, Testing framework'",
"rationale": "Deep, specific paid media and CRO/lead-gen expertise directly matching the core growth function. Strong hands-on optimization proof anchors this."
},
"industry_audience_relevance": {
"score": 45,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Marketplaces, Media, Services, Software & Tech; healthcare (Sycamore, SafelyYou), CPG (TubShroom). No fintech/lending or Spanish-language experience listed.",
"rationale": "Marketplace and B2B2C lead-gen experience is somewhat relevant, but no financial services / subprime lending (req-010) and no Spanish-language/US Hispanic audience evidence (req-011). Key industry and audience signals are absent."
},
"hands_on_execution": {
"score": 78,
"weight": 15,
"evidence": "'combines strategic insights with hands-on execution'; 'revamping email marketing flows' in Klaviyo; 'Conducted comprehensive keyword research and SEO analysis, optimizing on-page content'",
"rationale": "Clear operator evidence of building and optimizing campaigns and flows personally. Some recent titles are Director-level and a few bullets read as advisory, slightly tempering the score."
},
"strategy_and_judgment": {
"score": 78,
"weight": 10,
"evidence": "'Designed and executed a prioritized city launch sequence based on regulatory speed, population density, and logistics infrastructure'; 'Revamped the entire sales narrative to focus on operational cost savings'",
"rationale": "Demonstrates diagnosis, prioritization, and GTM sequencing judgment relevant to a structured US launch."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools: 'CRMs (Salesforce, HubSpot, etc)', 'Email tools (Mailchimp, Klaviyo, etc)', 'ManyChat', 'A/B testing tools (Optimizely, VWO)', 'Google Analytics, Google Tag Manager, Facebook, Instagram'",
"rationale": "Strong overlap with the implied stack: HubSpot/Salesforce, Klaviyo, Meta, Google, GTM/analytics, ManyChat (relevant to WhatsApp/messaging). Good tool coverage."
},
"measurement_optimization": {
"score": 80,
"weight": 6,
"evidence": "'35% increase in new patient appointments within 6 months'; '50% increase in qualified leads within one quarter'; '20%+ month-over-month increase in patient conversions'",
"rationale": "Repeated, quantified conversion and lead-gen improvements show funnel measurement and iterative optimization."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "status: active; has_availability: true; location Pacifica, California, US; preferred_hourly_pay_rate: $35/hr",
"rationale": "Active and available, US-based (AMER-friendly), and a low stated rate that fits well within budget expectations. Pacific timezone is a minor offset from Miami."
}
},
"final_score_rationale": "Score is driven up by strong functional paid-media/CRO expertise, quantified conversion and lead-gen wins, hands-on execution, and excellent tool/platform fit (HubSpot/Salesforce, Klaviyo, Meta, ManyChat, GTM). He clears all HARD requirements with concrete operator evidence including geofencing and high-volume direct-response lead gen. The score is pulled down by weak industry/audience relevance: no financial services / subprime lending background and no Spanish-language / US Hispanic market experience, both important-to-preferred for this Harmoney role. WhatsApp mass messaging and SMS lifecycle are not explicitly evidenced, and some recent titles skew Director-level, creating minor operator-vs-advisory doubt.",
"evidence_snippets": [
"20 years of experience in digital paid media... scaling large, multi-million-dollar campaigns",
"Implemented a hyper-local digital strategy utilizing geofencing technology to target potential patients within a 5-mile radius of competitor clinics",
"Drove a 20%+ month-over-month increase in patient conversions",
"optimizing paid social media campaigns (Meta ads) and Google ads... nurture new leads through email marketing via Klaviyo",
"Generated a 50% increase in qualified leads within one quarter",
"Orchestrated high-volume inbound lead acquisition across 20+ digital channels",
"My approach combines strategic insights with hands-on execution, ensuring every dollar is spent effectively.",
"Growth Marketer roles at Juka/TubShroom and Sycamore; 'optimizing paid social media campaigns (Meta ads) and Google ads'; 'geofencing technology to target potential patients within a 5-mile radius'; '20%+ month-over-month increase in patient conversions'"
],
"three_rs": {
"reach": "Multi-channel paid reach across Meta, Google, LinkedIn, TikTok and programmatic, plus geofencing for hyper-local targeting; strong for high-volume lead acquisition but no proven Spanish-language/Hispanic reach.",
"resonate": "Demonstrated messaging/positioning work (revamped sales narratives, value propositions) but no evidence of resonance with subprime credit-building or US Hispanic audiences.",
"react": "Repeated quantified conversion lifts (20%+ MoM, 35% appointments, 50% qualified leads) show ability to drive and optimize response in direct-response funnels."
},
"match_reasons": [
"Hands-on growth marketer with paid media + CRO depth: '20 years of experience in digital paid media' and 'combines strategic insights with hands-on execution'",
"Direct geofencing execution: 'geofencing technology to target potential patients within a 5-mile radius'",
"Quantified conversion optimization in direct-response lead gen: '20%+ month-over-month increase in patient conversions' and '50% increase in qualified leads within one quarter'",
"Meta + Google + email lifecycle execution: 'optimizing paid social media campaigns (Meta ads) and Google ads... email marketing via Klaviyo'",
"Strong tool overlap: 'CRMs (Salesforce, HubSpot, etc)', 'ManyChat', 'A/B testing tools (Optimizely, VWO)'"
],
"hard_fail_reasons": []
}
],
"initial_top_candidates": [
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jsniezko_at_gmail_com",
"email": "jsniezko@gmail.com",
"name": "Jeremy Sniezko",
"score": 87,
"passes_all_hard": true,
"summary": "Jeremy is a hands-on growth marketer and media buyer with $55M+ managed spend across Meta, Google, Bing, and TikTok, direct fintech/subprime lending experience at Possible Finance, and strong CRO/paid-social credentials. He personally executes (media buying, creative, split testing, CAPI integrations) and has run Spanish-language campaigns—a strong fit for Harmoney's subprime credit product and US Hispanic expansion. Miami-based, aligning with the client's US base. Main gaps: lifecycle (SMS/WhatsApp mass messaging) and geofencing are lightly evidenced, and full marketing-infrastructure/CRM build from zero is inferred rather than explicitly demonstrated.",
"synthesis_quote": "I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"weighted_scores": {
"hard_requirements_fit": {
"score": 85,
"weight": 25,
"evidence": "Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist.",
"rationale": "Meets hands-on operator, Meta scaling, CRO/CPA reduction, and fintech-lending hard requirements with concrete proof. Credit Elevator-style GTM launch is plausible via 'New marketing channel launch' skill and repeated new-loan record wins, but no explicit product-launch narrative; near-zero infrastructure/CRM build is inferred, so not a perfect hard-fit."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$55M+ in spend across all the major ad platforms... 9-figures in revenue for B2C and B2B; Efficiently scaled paid social spend 3x; Profitably scaled both Google and Meta campaigns to over $100k/day.",
"rationale": "Deep, specific growth/paid-acquisition and CRO expertise with quantified outcomes across multiple verticals; core function of the role is squarely his strength."
},
"industry_audience_relevance": {
"score": 88,
"weight": 12,
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records; Launched Spanish language campaigns; located in Miami, Florida.",
"rationale": "Direct subprime/consumer-lending fintech experience (Possible Finance) plus Spanish-language campaign success and Miami base map tightly to Harmoney's subprime credit product and US Hispanic/PR-to-mainland expansion."
},
"hands_on_execution": {
"score": 92,
"weight": 15,
"evidence": "Develop high converting ad creative and run split tests; Designed creative with 7% CTRs on Meta; Guided Possible through CAPI/server-side integrations; head media buyer and creative strategist.",
"rationale": "Clearly an operator who personally buys media, builds creative, runs tests, and handles technical integrations—exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "Founder... Launching a local services marketplace serving 4 countries; Consulted on non-SMM channels; Incrementality tests showed some progress... incremental growth was difficult in top categories.",
"rationale": "Shows diagnostic judgment (incrementality analysis, channel consulting) and full-funnel strategic thinking as a founder, translating goals into channel plans."
},
"tool_platform_fit": {
"score": 84,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), ManyChat, Facebook, Instagram, Google Analytics, Doubleclick, Landing page tools (Instapage, Unbounce), A/B testing tools (Optimizely, VWO).",
"rationale": "Strong coverage of Meta, Google, CRM (HubSpot/Salesforce), email/Klaviyo, ManyChat (chat/WhatsApp-adjacent), and CRO tooling. Programmatic via Doubleclick present; explicit geofencing not evidenced."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "Raised Google and Facebook ROAS to >2; Reduced CPA of existing clients by up to 50%; beat previous CPA record by over 50%; ran split tests to increase efficiency.",
"rationale": "Repeated, quantified KPI ownership around ROAS/CPA, plus experimentation and incrementality testing—directly matches the role's conversion/CPL/CPA optimization goals."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; location: Miami, Florida, US; preferred_hourly_pay_rate: $80/hr.",
"rationale": "Available, active, and Miami-based (matching client HQ and timezone). $80/hr rate is reasonable, though multiple concurrent 'Present' roles raise a mild bandwidth question given the fast-moving scope."
}
},
"final_score_rationale": "Biggest drivers: quantified full-funnel growth expertise ($55M+ spend, 9-figure revenue, 3x scale, $100k/day), directly relevant subprime-lending fintech experience at Possible Finance, proven Spanish-language campaign wins, Miami location fit, and strong CRO/CPA-reduction track record. Penalties: lifecycle messaging (SMS/WhatsApp mass) and geofencing are only lightly implied (ManyChat, Doubleclick) rather than explicitly demonstrated; near-zero marketing-infrastructure/CRM stand-up and a structured Credit Elevator GTM launch are inferred from adjacent skills rather than shown outright; and several overlapping active roles pose a mild availability risk. Net: a very strong operator match with minor gaps in the wanted lifecycle/programmatic channels.",
"evidence_snippets": [
"managed $55M+ in spend across all the major ad platforms",
"Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records",
"Launched Spanish language campaigns which beat previous CPA record by over 50%",
"Guided Possible through CAPI/server-side integrations, greatly increasing efficiency",
"Reduced CPA of existing clients by up to 50%",
"location: Miami, Florida, US",
"I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist."
],
"three_rs": {
"reach": "Proven multi-channel reach across Meta, Google, Bing, TikTok with $55M+ managed spend and Spanish-language campaign experience relevant to Harmoney's Hispanic/PR-to-US audience.",
"resonance": "Creative strategist with 7% Meta CTRs and CPA records broken; strong creative + CRO judgment to lift conversion and lower CPL/CPA.",
"relevance": "Direct subprime consumer-lending fintech background (Possible Finance) and Miami base align closely with Harmoney's product, market, and location."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with quantified paid + CRO results",
"evidence": "$55M+ in spend... 9-figures in revenue... paid ads, conversion rate optimization"
},
{
"reason": "Direct subprime lending fintech experience",
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records"
},
{
"reason": "Spanish-language campaign success for Hispanic market",
"evidence": "Launched Spanish language campaigns which beat previous CPA record by over 50%"
},
{
"reason": "Meta scaling and CPA reduction proof",
"evidence": "Profitably scaled both Google and Meta campaigns to over $100k/day; Reduced CPA... by up to 50%"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "g_at_u13n_com",
"email": "g@u13n.com",
"name": "Garrison Yang",
"score": 83,
"passes_all_hard": true,
"summary": "Garrison Yang is a hands-on, full-funnel growth marketer with deep performance-marketing execution across Meta, paid search, and lifecycle. He has scaled six-figure daily Facebook budgets (Calm $100-200K/day, Upstart $100K/day), owned funnel CRO (form-flow optimization, bounce/abandonment reduction), and delivered measurable conversion and CPL wins (SurveyMonkey -10% CPL, +150% leads). Critically for this role, he has direct subprime/fintech lending experience at Upstart, plus Robinhood Crypto fintech context, which maps closely to Harmoney's Credit Elevator credit-building product. He is an operator who personally builds funnels and journeys, satisfying all HARD requirements. Gaps: no explicit WhatsApp mass-messaging or geofencing evidence, and no Spanish-language/US Hispanic market experience, which is a preferred but highly relevant audience miss for a PR/Miami Spanish-market company.",
"synthesis_quote": "\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 84,
"weight": 25,
"evidence": "Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'",
"rationale": "Satisfies all five HARD reqs: hands-on strategy+execution, full-funnel build, CRO in a lending/lead-gen context, Meta scaling, and GTM (New product launch, GTM-Execution/Strategy skills). Slightly below exceptional because Credit Elevator-style compound-credit GTM and near-zero infra build are inferred rather than explicitly documented."
},
"functional_expertise": {
"score": 88,
"weight": 20,
"evidence": "'growth marketing for direct-to-consumer... managed advertising campaigns for over 10 advertisers, with collective annual spend exceeding $200 million'; skills include CRO - Website, CRO - Marketing channel, Landing page optimization, Lead generation, Scaling ad spend",
"rationale": "Deep, specific performance/growth expertise with repeated funnel CRO and lead-gen wins across multiple companies. Core function alignment is strong."
},
"industry_audience_relevance": {
"score": 72,
"weight": 12,
"evidence": "Upstart (lending platform, 'quality of credit applicants'), Robinhood Crypto (fintech); subindustries list 'Finance, FinTech, Insurance'",
"rationale": "Direct fintech/subprime-adjacent lending experience is highly relevant. Docked because there is no Spanish-language / US Hispanic / Puerto Rico market experience, which is a central audience for Harmoney."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... overseeing ad creative tests, designing user acquisition funnels'; 'executed enhancements to Upstart's form flow'",
"rationale": "Clearly an operator who personally builds funnels, runs creative tests, and optimizes forms. Some team-lead framing exists but execution dominates."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing'; 'setting context, establishing relevance, building affinity, and driving urgency'; Robinhood mix of short-term paid and long-term SEO/PLG",
"rationale": "Strong diagnostic and funnel-planning judgment with articulate frameworks; translates business goals into channel plans."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools: Facebook, Instagram, CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Search Ads 360, Doubleclick, ManyChat, Google Analytics/GTM, landing page tools",
"rationale": "Covers Meta, paid search, email, CRM (HubSpot/Salesforce), and CRO tooling directly implied by the role. ManyChat/WeChat hint at messaging, but no explicit WhatsApp mass-messaging or geofencing/DSP platform named."
},
"measurement_optimization": {
"score": 86,
"weight": 6,
"evidence": "'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'; 'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"rationale": "Concrete KPI ownership on CPL, conversion, and funnel metrics—directly matches the +10-15% conversion / lower CPL-CPA success signals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: onboarded, has_availability: true, preferred_hourly_pay_rate: $80/hr, location MONROE, Washington, US",
"rationale": "Available and onboarded; US-based (Pacific TZ, workable with Miami). Rate is reasonable within the ~$12-15K/month band, but budget not yet accepted so treated as soft."
}
},
"final_score_rationale": "The biggest score drivers are (1) direct subprime/fintech lending execution at Upstart including credit-applicant signal segmentation and form-flow CRO, which maps almost exactly to Harmoney's high-lead-volume credit product; (2) proven CPL and conversion wins (SurveyMonkey -10% CPL, +150% leads); and (3) deep hands-on Meta scaling at six-figure daily budgets. He clears all HARD requirements as a genuine full-funnel operator. Penalties: no explicit Spanish-language / US Hispanic / Puerto Rico market experience (central to this brief), and no direct WhatsApp mass-messaging or geofencing evidence, which held back the industry/audience and tool dimensions.",
"evidence_snippets": [
"'scaled Facebook advertising budget to $100,000 per day... signal segmentation which improved the quality of credit applicants' (Upstart)",
"'reduction in the net cost per lead by an estimated 10%... expanded the volume of leads generated by 150%' (SurveyMonkey)",
"'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... designing user acquisition funnels' (Calm)",
"'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing to stimulate growth' (Robinhood Crypto)",
"Tools: 'CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, ManyChat'",
"\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'"
],
"three_rs": {
"reach": "Strong multi-channel reach across Meta (FB/IG), paid search (Search Ads 360, Kenshoo), programmatic (Doubleclick), and lifecycle email—directly matches the role's channel expansion needs. Gaps: no explicit WhatsApp mass-messaging or geofencing experience.",
"resonance": "Articulates a clear conversion philosophy ('setting context, establishing relevance, building affinity, driving urgency') and creative testing at scale (Nike 16,000 products/32,000 videos). However, no Spanish-language/US Hispanic messaging experience for Harmoney's core audience.",
"results": "Consistent, quantified performance outcomes: -10% CPL and +150% leads at SurveyMonkey, 200% YoY growth at Calm, credit-applicant quality and bounce-rate improvements at Upstart—aligning with the +10-15% conversion and lower CPL/CPA goals."
},
"match_reasons": [
"Direct subprime lending / fintech experience at Upstart with credit-applicant funnel optimization: 'signal segmentation which improved the quality of credit applicants'",
"Proven CRO and CPL reduction in a lead-gen context: 'reduction in the net cost per lead by an estimated 10%... leads by 150%'",
"Hands-on Meta scaling at six-figure daily budgets: '$100,000 to $200,000' per day at Calm",
"Full-funnel operator with GTM and new-product-launch skills: 'GTM - Execution', 'New product launch', 'designing user acquisition funnels'",
"CRM/automation and lifecycle tooling on hand: 'CRMs (Salesforce, HubSpot)', 'Email tools (Mailchimp, Klaviyo)'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "nikhil_at_nikhilrao_io",
"email": "nikhil@nikhilrao.io",
"name": "Nikhil Rao",
"score": 82,
"passes_all_hard": true,
"summary": "Nikhil is a hands-on paid acquisition operator with strong direct-response, funnel-building, and fintech-adjacent experience. He personally scaled ad spend and maintained CAC at multiple companies, built new digital channels from near-zero at a fintech neobank (Avant), ran Meta ads under special ad categories (directly relevant to lending compliance), managed programmatic/geofencing, and stood up martech/reporting infrastructure. He plausibly satisfies every HARD requirement, though his profile shows lighter direct evidence of a formal US GTM product launch and less on WhatsApp/SMS mass messaging and Spanish-language market work.",
"synthesis_quote": "Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"rationale": "Satisfies all five HARD requirements with concrete proof: hands-on operator, full-funnel infrastructure build from near-zero, CRO/CAC management, Meta ads (incl. compliance-sensitive special ad categories relevant to lending), and product launch experience. GTM launch evidence is product-launch adjacent rather than a formal branded US mainland launch, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'.",
"rationale": "Deep, specific paid search + paid social growth expertise with repeated proof of scaling spend while holding CAC and lifting lead volume — the core function of this role."
},
"industry_audience_relevance": {
"score": 78,
"weight": 12,
"evidence": "'Avant, a fintech neobank'; 'integrating technology with financial services products'; Zacks Investment Research (financial services) — 'his potential value to marketing teams within the financial services sector'.",
"rationale": "Strong financial services / fintech background (Avant neobank, Zacks investment research), directly relevant to a subprime lending/credit product. No explicit subprime lending or Spanish-language/US Hispanic audience evidence, which are relevant here."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "'His tactics included the optimization of keywords, refinement of ad copy, and improvement of website creative elements'; 'constructed a series of ads'; 'built out the SQL for custom reporting'; 'architecting a site redesign onto a new Shopify template'.",
"rationale": "Clearly an operator who personally builds, optimizes, writes, and ships. Strong fit for a role that needs execution, not just direction."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'devised a marketing strategy that applied B2C digital marketing techniques to Pillar Booth's primarily offline B2B vertical'; 'developed a reporting framework that articulated their value to stakeholders'.",
"rationale": "Demonstrates diagnosis, channel prioritization, and translating business goals into acquisition strategy across multiple engagements."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools include 'CRMs (Salesforce, HubSpot, etc)', 'Google Analytics', 'Landing page tools (Instapage, Unbounce)', 'A/B testing tools (Optimizely, VWO)'; worked with 'CMS, DMP, and Rockerbox for reporting'.",
"rationale": "Strong overlap with role's implied stack (HubSpot/Salesforce CRM stand-up, landing page/CRO tools, analytics). Meta and programmatic platforms directly used."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "'maintaining the target cost per acquisition and lead quality'; 'A creative testing framework... resulted in a higher click-through rate'; 'developed a reporting framework'; '70% the CAC of the traditional marketing channels'.",
"rationale": "Consistent, quantified evidence of KPI ownership, experimentation, attribution, and iterative optimization — core to the CRO/CPL/CPA goals."
},
"availability_budget_fit": {
"score": 88,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $75/hr', location Chicago (US, compatible timezone).",
"rationale": "Active, available, US-based, and rate is comfortably within the ~$12-15K/month envelope for a full-funnel engagement."
}
},
"final_score_rationale": "The biggest score drivers are his repeatedly proven, quantified paid acquisition and CRO execution (scaling spend while holding CAC, +300% lead volume, 70% CAC digital prescreen) and directly relevant fintech/financial-services experience at Avant and Zacks — including Meta special ad category compliance that maps to lending. He is a genuine operator who builds infrastructure and reporting from near-zero. Penalties: lighter direct evidence on WhatsApp/SMS mass messaging, no explicit Spanish-language/US Hispanic market experience (a preferred fit that matters for this Puerto Rico/Miami audience), and product-launch experience that is adjacent to but not a formal US mainland GTM launch. These keep him strong rather than exceptional.",
"evidence_snippets": [
"Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"managing Facebook ads within special ad categories, ensuring compliance and effectiveness through precise campaign construction.",
"scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition and lead quality.",
"increased lead volume by 300% for the company's subscription products.",
"establishment and scaling of new digital channels, including paid search, paid social, and email syndication.",
"Managed the SEM, Programmatic, Display, and PPC channels for Boeing.",
"'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'."
],
"three_rs": {
"role_fit": "Strong fit as a hands-on full-funnel growth/performance operator in a fintech direct-response context.",
"risk": "Limited proof of WhatsApp/SMS mass messaging, Spanish-language market, and formal branded US GTM launch.",
"reward": "Repeatedly scaled spend while holding CAC and grew lead volume, with fintech compliance and martech build experience."
},
"match_reasons": [
"Fintech/financial services growth experience at Avant neobank and Zacks - 'integrating technology with financial services products'",
"Hands-on scaling with CAC discipline - 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'",
"Meta ads under lending-relevant special ad categories - 'managing Facebook ads within special ad categories, ensuring compliance'",
"Built new digital channels from near-zero - 'standing up and scaling the digital acquisition channels'",
"Programmatic/geofencing experience - 'implemented geo-targeting' and 'Managed the SEM, Programmatic, Display... channels'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "shaungh_wolf_at_gmail_com",
"email": "shaungh.wolf@gmail.com",
"name": "Shaungh Wolf",
"score": 81,
"passes_all_hard": true,
"summary": "Shaungh Wolf is a seasoned full-funnel growth operator with deep, hands-on paid media, CRO, and lifecycle experience across 50+ DTC/B2B/marketplace brands. He combines executive strategy with personal execution (Meta/Google buying, landing pages, creative testing, CRO), owns revenue/CAC targets, and has strong CPA-reduction track records (Daily Harvest $550→$250 CPA, Generation Genius 50% CPA cut). He satisfies all five HARD requirements: hands-on strategy+execution, full-funnel/infra build, CRO, Meta ads, and GTM launch experience. The main gaps versus the brief are subprime/consumer-lending fintech experience (he has DTC/ecommerce and only light web3 fintech), Spanish-language/US Hispanic market experience (not evidenced), and WhatsApp mass-messaging plus geofencing specifically. His DTC ecommerce strength is real but partially in a different lane than the loan/credit direct-response subprime context.",
"synthesis_quote": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"rationale": "Clearly satisfies hands-on strategy+execution (req-001), full-funnel infra build (req-002), CRO with proven CPA reduction (req-003), Meta ads (req-004), and GTM launches (req-005). Not maxed because WhatsApp mass messaging, geofencing, and subprime-lending GTM context are not directly evidenced."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER",
"rationale": "Exceptional depth in paid media, CRO, funnel optimization, and revenue/CAC modeling — the exact core function of a growth marketer."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets); Consulting on performance marketing... for venture-backed web3 projects",
"rationale": "Has some fintech/web3 exposure but no subprime/consumer-lending or credit-building product experience, and no Spanish-language/US Hispanic audience evidence. Mostly DTC ecommerce, a different audience than the brief."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "Managed over $1M/day in spend... executed a comprehensive Facebook marketing strategy; introduced listicle-style landing pages; Built HubSpot + Supermetrics dashboards",
"rationale": "Strong operator profile — personally builds landing pages, runs media, builds dashboards and creative test roadmaps rather than only advising."
},
"strategy_and_judgment": {
"score": 88,
"weight": 10,
"evidence": "focusing on parent-teacher associations... for its potential to create a network effect; reallocated spend toward high retention markets; Owned targets, forecasting, and budget allocation tied to CAC, payback, contribution margin",
"rationale": "Demonstrates strong diagnostic and prioritization judgment, channel-market fit thinking, and translating business economics into strategy."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Lifecycle: Klaviyo, Attentive, Brevo, GoHighLevel, Mailchimp; CRMs (Salesforce, HubSpot); Ads: Meta, Google, TikTok; Hotjar, VWO, Looker Studio",
"rationale": "Strong tool overlap: HubSpot/Salesforce CRM stand-up, Klaviyo/Attentive for email+SMS, Meta/Google. Missing explicit WhatsApp mass-messaging and geofencing/programmatic DSP tools."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "reduce the CPA from $550 to $250; 50% reduction in cost per acquisition while scaling spend; Incrementality-informed measurement using holdouts/lift tests",
"rationale": "Excellent, concrete measurement and optimization proof with attribution rigor and repeatable CPA/ROI improvements."
},
"availability_budget_fit": {
"score": 45,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $200/hr; status: active, has_availability: true",
"rationale": "Active and available, but $200/hr implies a rate well above the ~$12-15K/month all-in soft target if full-time; budget fit is uncertain."
}
},
"final_score_rationale": "Biggest score drivers: exceptional functional expertise ($400M+ paid spend, deep CRO), strong hands-on execution, and standout measurement/optimization (Daily Harvest CPA $550→$250, Generation Genius 50% CPA cut) that map directly to the brief's conversion-lift and CPL/CPA-reduction goals. He passes all five HARD requirements with concrete proof. Penalties: no subprime/consumer-lending or credit-building fintech experience (only light web3), no evidence of Spanish-language/US Hispanic market experience (a preferred but highly relevant factor), and no direct WhatsApp mass-messaging or geofencing execution. His DTC-ecommerce depth is partly in a different lane than a loan/credit direct-response subprime context, so industry relevance is capped. Rate ($200/hr) may exceed the soft budget target.",
"evidence_snippets": [
"Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon, retail media.",
"reduce the CPA from $550 to $250, effectively optimizing the marketing budget",
"50% reduction in the cost per acquisition (CPA), achieved while scaling the advertising spend",
"Full-funnel CRO: landing pages, offers, checkout, and experimentation to improve payback.",
"Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets)",
"Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER"
],
"three_rs": {
"recommend": "Recommend for interview as a strong hands-on growth operator; validate lending/subprime and Spanish-market fit and confirm rate against budget.",
"risk": "Limited subprime/consumer-lending and Spanish-language/US Hispanic audience experience; no direct WhatsApp mass-messaging or geofencing execution; $200/hr may exceed the ~$12-15K/mo soft target.",
"reason": "Deep full-funnel paid media, CRO, and measurement expertise with proven CPA reduction and revenue growth, satisfying all HARD requirements as a genuine strategy+execution operator."
},
"match_reasons": [
{
"reason": "Proven hands-on full-funnel growth operator combining strategy and execution",
"evidence": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth."
},
{
"reason": "Direct CRO and CPA-reduction results in high-spend direct-response contexts",
"evidence": "reduce the CPA from $550 to $250... 50% reduction in the cost per acquisition"
},
{
"reason": "Meta and Google paid media at massive scale",
"evidence": "Own Meta, Google, and Amazon media buying; Managed over $1M/day in spend"
},
{
"reason": "CRM/automation and lifecycle tool fit for stand-up",
"evidence": "Built HubSpot + Supermetrics dashboards; Lifecycle: Klaviyo, Attentive, Brevo"
},
{
"reason": "New product launch / GTM experience",
"evidence": "Spearhead new product launches with integrated go-to-market plans across DTC, Amazon, and Retail"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "annabellewilson_info_at_gmail_com",
"email": "annabellewilson.info@gmail.com",
"name": "Annabelle Wilson",
"score": 80,
"passes_all_hard": true,
"summary": "Annabelle Wilson is a full-funnel growth and lifecycle marketer with ~two decades of experience and a strong, directly-relevant background in financial services (Ritchie Bros. Financial Services: $1B+ pre-approvals, 20K+ web applications, marketing automation journeys). She blends strategy with hands-on execution across Meta ads, email/lifecycle automation, landing pages, SEO, and CRO, and has stood up CRM/marketing automation (HubSpot, Salesforce Pardot, Dotmailer). She satisfies all HARD requirements at a plausible-to-strong level. Gaps that hold back her score: no explicit evidence of WhatsApp mass messaging, SMS, programmatic/geofencing, or Spanish-language/US Hispanic market experience — all of which are central to this specific brief. Her financial-services lifecycle/CRO depth is her strongest asset for this role.",
"synthesis_quote": "What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"weighted_scores": {
"hard_requirements_fit": {
"score": 78,
"weight": 25,
"evidence": "'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'",
"rationale": "Meets all five HARD requirements: hands-on strategy+execution operator, full-funnel/infra build (automation journeys, customer journeys, landing pages), CRO (32% lead lift, 50% CPC reduction), Meta ads (Facebook/Instagram in tools, form ads execution), and GTM launch (GTM-Strategy/Execution skills, product launches at Ritchie Bros/O2E/Hootsuite). Evidence is concrete though WhatsApp-specific Meta and a financial-product US GTM launch are inferred rather than proven verbatim."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Growth & Lifecycle Marketing expert specializing in... lead generation, SEO, performance marketing, and marketing automation'; 'launched automated acquisition, retention, and win-back journeys that generated 20K+ web applications, $72M in financing'",
"rationale": "Deep, specific growth/lifecycle expertise across acquisition, retention, and conversion. Strong lead-gen and automation depth directly aligns with the funnel-building core of the role."
},
"industry_audience_relevance": {
"score": 83,
"weight": 12,
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services'; 'generating $1B+ in financial pre-approvals'; 'B2B companies in finance'; '20k+ web applications, resulting in $72M in financing'",
"rationale": "Direct financial-services lending/financing experience is highly relevant to Harmoney's non-traditional lending/credit product. Gap: no Spanish-language / US Hispanic / subprime-specific audience evidence."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'Crafting the creative, content and targeting'; 'Managed the creation & optimization of campaign-specific landing pages using Unbounce & WordPress'; 'Built, executed, and reported on 20+ automated email journeys using Dotmailer'",
"rationale": "Clear personal execution across ad creative, landing pages, and email flows. Solo consultant model ('No need for multiple contractors') reinforces true operator profile."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'align marketing strategy with revenue goals'; 'translated performance data into actionable recommendations, presenting weekly insights to senior leadership'; 'Led the strategic plan and customer experience, driving over $1B in financial pre-approvals'",
"rationale": "Demonstrates diagnosis, prioritization, and business-goal translation, including executive-level strategic planning and GTM strategy."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'leading Salesforce Pardot adoption'; 'A/B testing tools (Optimizely, VWO); Session replay tools (Hotjar, FullStory)'",
"rationale": "Strong fit for CRM stand-up (HubSpot/Salesforce/Pardot), email (Mailchimp/Klaviyo/Dotmailer), CRO tooling, and Meta. Missing SMS/WhatsApp/programmatic/geofencing tools explicitly named in the brief."
},
"measurement_optimization": {
"score": 83,
"weight": 6,
"evidence": "'reducing Facebook CPC by 50%'; 'monitored CPC, CTR, conversion rates, and engagement'; '46% open rate... 27% increase in candidate engagement'; 'data-driven testing, optimization'",
"rationale": "Consistent KPI ownership, A/B testing, and iterative optimization with quantified performance gains directly matching CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $90/hr; location: Vancouver, British Columbia, CA",
"rationale": "Active and available. $90/hr is reasonable within the ~$12-15K/month envelope. AMER-timezone-aligned (Pacific) works for Miami-based US team, though not the same timezone; soft preference only."
}
},
"final_score_rationale": "Score is driven up by directly-relevant financial-services lifecycle/CRO experience ($1B+ pre-approvals, $72M financing, 20K+ web applications, 20% YOY growth), a true strategy+execution operator profile, and strong measurement/optimization proof (50% CPC reduction, 32% lead lift). She satisfies all HARD requirements at plausible-to-strong levels, so passes_all_hard is true. Score is held back because several IMPORTANT/PREFERRED channels central to THIS brief are absent from the profile: no WhatsApp mass messaging, no SMS, no programmatic/geofencing, and no Spanish-language / US Hispanic market experience — a notable gap given the Puerto Rico/Miami/Telemundo audience. Her strong SEO/content lane is only partially transferable since the role emphasizes paid, lifecycle, and multi-channel expansion over organic content.",
"evidence_snippets": [
"Using Meta form ads I generated $54k in potential projects from an $800 budget in month 1. Crafting the creative, content and targeting",
"Designed and implemented new marketing automation journeys contributing to 20% YOY growth, generating $6.6M in revenue",
"Generated 20k+ web applications, resulting in $72M in financing and $6.5M in revenue",
"Audience segmentation including developing a new female persona, building conversion pages, reducing Facebook CPC by 50%",
"Built, executed, and reported on 20+ automated email journeys using Dotmailer, driving a 30% lift in usage",
"leading Salesforce Pardot adoption",
"What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'"
],
"three_rs": {
"reach": "Meta ads (Facebook/Instagram) and paid media execution proven; enterprise budget management ($500K at Hootsuite, $150K+ at reVISION). No evidence of WhatsApp mass messaging, SMS, or programmatic/geofencing, which are explicit expansion channels in this brief.",
"resonate": "Strong lifecycle/journey and audience-segmentation work (personas, win-back journeys, 46% open rates) plus financial-services messaging. Gap: no Spanish-language / US Hispanic creative resonance for Harmoney's core audience.",
"react": "Robust CRO and conversion track record (32% lead lift, 50% CPC reduction, 87% qualified-lead lift, 20K+ applications) directly supports the 10-15% conversion goal and CPL/CPA reduction."
},
"match_reasons": [
{
"reason": "Direct financial-services growth marketing at scale",
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services... generating $1B+ in financial pre-approvals'"
},
{
"reason": "Full-funnel operator combining strategy and hands-on execution",
"evidence": "'No need for multiple contractors, I handle strategy, execution, and results'"
},
{
"reason": "Proven CRO and conversion optimization",
"evidence": "'Increased overall conversions (leads) by 32%' and 'reducing Facebook CPC by 50%'"
},
{
"reason": "Marketing automation / CRM stand-up capability",
"evidence": "'leading Salesforce Pardot adoption' and CRMs (Salesforce, HubSpot)"
},
{
"reason": "Meta paid social execution",
"evidence": "'Using Meta form ads I generated $54k in potential projects from an $800 budget'"
}
],
"hard_fail_reasons": []
}
],
"top_candidates": [
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jsniezko_at_gmail_com",
"email": "jsniezko@gmail.com",
"name": "Jeremy Sniezko",
"score": 87,
"passes_all_hard": true,
"summary": "Jeremy is a hands-on growth marketer and media buyer with $55M+ managed spend across Meta, Google, Bing, and TikTok, direct fintech/subprime lending experience at Possible Finance, and strong CRO/paid-social credentials. He personally executes (media buying, creative, split testing, CAPI integrations) and has run Spanish-language campaigns—a strong fit for Harmoney's subprime credit product and US Hispanic expansion. Miami-based, aligning with the client's US base. Main gaps: lifecycle (SMS/WhatsApp mass messaging) and geofencing are lightly evidenced, and full marketing-infrastructure/CRM build from zero is inferred rather than explicitly demonstrated.",
"synthesis_quote": "I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"weighted_scores": {
"hard_requirements_fit": {
"score": 85,
"weight": 25,
"evidence": "Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist.",
"rationale": "Meets hands-on operator, Meta scaling, CRO/CPA reduction, and fintech-lending hard requirements with concrete proof. Credit Elevator-style GTM launch is plausible via 'New marketing channel launch' skill and repeated new-loan record wins, but no explicit product-launch narrative; near-zero infrastructure/CRM build is inferred, so not a perfect hard-fit."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$55M+ in spend across all the major ad platforms... 9-figures in revenue for B2C and B2B; Efficiently scaled paid social spend 3x; Profitably scaled both Google and Meta campaigns to over $100k/day.",
"rationale": "Deep, specific growth/paid-acquisition and CRO expertise with quantified outcomes across multiple verticals; core function of the role is squarely his strength."
},
"industry_audience_relevance": {
"score": 88,
"weight": 12,
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records; Launched Spanish language campaigns; located in Miami, Florida.",
"rationale": "Direct subprime/consumer-lending fintech experience (Possible Finance) plus Spanish-language campaign success and Miami base map tightly to Harmoney's subprime credit product and US Hispanic/PR-to-mainland expansion."
},
"hands_on_execution": {
"score": 92,
"weight": 15,
"evidence": "Develop high converting ad creative and run split tests; Designed creative with 7% CTRs on Meta; Guided Possible through CAPI/server-side integrations; head media buyer and creative strategist.",
"rationale": "Clearly an operator who personally buys media, builds creative, runs tests, and handles technical integrations—exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "Founder... Launching a local services marketplace serving 4 countries; Consulted on non-SMM channels; Incrementality tests showed some progress... incremental growth was difficult in top categories.",
"rationale": "Shows diagnostic judgment (incrementality analysis, channel consulting) and full-funnel strategic thinking as a founder, translating goals into channel plans."
},
"tool_platform_fit": {
"score": 84,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), ManyChat, Facebook, Instagram, Google Analytics, Doubleclick, Landing page tools (Instapage, Unbounce), A/B testing tools (Optimizely, VWO).",
"rationale": "Strong coverage of Meta, Google, CRM (HubSpot/Salesforce), email/Klaviyo, ManyChat (chat/WhatsApp-adjacent), and CRO tooling. Programmatic via Doubleclick present; explicit geofencing not evidenced."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "Raised Google and Facebook ROAS to >2; Reduced CPA of existing clients by up to 50%; beat previous CPA record by over 50%; ran split tests to increase efficiency.",
"rationale": "Repeated, quantified KPI ownership around ROAS/CPA, plus experimentation and incrementality testing—directly matches the role's conversion/CPL/CPA optimization goals."
},
"availability_budget_fit": {
"score": 70,
"weight": 4,
"evidence": "status: active; has_availability: true; location: Miami, Florida, US; preferred_hourly_pay_rate: $80/hr.",
"rationale": "Available, active, and Miami-based (matching client HQ and timezone). $80/hr rate is reasonable, though multiple concurrent 'Present' roles raise a mild bandwidth question given the fast-moving scope."
}
},
"final_score_rationale": "Biggest drivers: quantified full-funnel growth expertise ($55M+ spend, 9-figure revenue, 3x scale, $100k/day), directly relevant subprime-lending fintech experience at Possible Finance, proven Spanish-language campaign wins, Miami location fit, and strong CRO/CPA-reduction track record. Penalties: lifecycle messaging (SMS/WhatsApp mass) and geofencing are only lightly implied (ManyChat, Doubleclick) rather than explicitly demonstrated; near-zero marketing-infrastructure/CRM stand-up and a structured Credit Elevator GTM launch are inferred from adjacent skills rather than shown outright; and several overlapping active roles pose a mild availability risk. Net: a very strong operator match with minor gaps in the wanted lifecycle/programmatic channels.",
"evidence_snippets": [
"managed $55M+ in spend across all the major ad platforms",
"Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records",
"Launched Spanish language campaigns which beat previous CPA record by over 50%",
"Guided Possible through CAPI/server-side integrations, greatly increasing efficiency",
"Reduced CPA of existing clients by up to 50%",
"location: Miami, Florida, US",
"I am an experienced growth marketer who has managed $55M+ in spend across all the major ad platforms. I've driven 9-figures in revenue for B2C and B2B companies using paid ads, conversion rate optimization, and email and content marketing",
"Managed mid-six-figure paid social spend for Possible [Finance]... Launched Spanish language campaigns which beat previous CPA record by over 50%; Reduced CPA of existing clients by up to 50%; head media buyer and creative strategist."
],
"three_rs": {
"reach": "Proven multi-channel reach across Meta, Google, Bing, TikTok with $55M+ managed spend and Spanish-language campaign experience relevant to Harmoney's Hispanic/PR-to-US audience.",
"resonance": "Creative strategist with 7% Meta CTRs and CPA records broken; strong creative + CRO judgment to lift conversion and lower CPL/CPA.",
"relevance": "Direct subprime consumer-lending fintech background (Possible Finance) and Miami base align closely with Harmoney's product, market, and location."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with quantified paid + CRO results",
"evidence": "$55M+ in spend... 9-figures in revenue... paid ads, conversion rate optimization"
},
{
"reason": "Direct subprime lending fintech experience",
"evidence": "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records"
},
{
"reason": "Spanish-language campaign success for Hispanic market",
"evidence": "Launched Spanish language campaigns which beat previous CPA record by over 50%"
},
{
"reason": "Meta scaling and CPA reduction proof",
"evidence": "Profitably scaled both Google and Meta campaigns to over $100k/day; Reduced CPA... by up to 50%"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "g_at_u13n_com",
"email": "g@u13n.com",
"name": "Garrison Yang",
"score": 83,
"passes_all_hard": true,
"summary": "Garrison Yang is a hands-on, full-funnel growth marketer with deep performance-marketing execution across Meta, paid search, and lifecycle. He has scaled six-figure daily Facebook budgets (Calm $100-200K/day, Upstart $100K/day), owned funnel CRO (form-flow optimization, bounce/abandonment reduction), and delivered measurable conversion and CPL wins (SurveyMonkey -10% CPL, +150% leads). Critically for this role, he has direct subprime/fintech lending experience at Upstart, plus Robinhood Crypto fintech context, which maps closely to Harmoney's Credit Elevator credit-building product. He is an operator who personally builds funnels and journeys, satisfying all HARD requirements. Gaps: no explicit WhatsApp mass-messaging or geofencing evidence, and no Spanish-language/US Hispanic market experience, which is a preferred but highly relevant audience miss for a PR/Miami Spanish-market company.",
"synthesis_quote": "\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 84,
"weight": 25,
"evidence": "Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'",
"rationale": "Satisfies all five HARD reqs: hands-on strategy+execution, full-funnel build, CRO in a lending/lead-gen context, Meta scaling, and GTM (New product launch, GTM-Execution/Strategy skills). Slightly below exceptional because Credit Elevator-style compound-credit GTM and near-zero infra build are inferred rather than explicitly documented."
},
"functional_expertise": {
"score": 88,
"weight": 20,
"evidence": "'growth marketing for direct-to-consumer... managed advertising campaigns for over 10 advertisers, with collective annual spend exceeding $200 million'; skills include CRO - Website, CRO - Marketing channel, Landing page optimization, Lead generation, Scaling ad spend",
"rationale": "Deep, specific performance/growth expertise with repeated funnel CRO and lead-gen wins across multiple companies. Core function alignment is strong."
},
"industry_audience_relevance": {
"score": 72,
"weight": 12,
"evidence": "Upstart (lending platform, 'quality of credit applicants'), Robinhood Crypto (fintech); subindustries list 'Finance, FinTech, Insurance'",
"rationale": "Direct fintech/subprime-adjacent lending experience is highly relevant. Docked because there is no Spanish-language / US Hispanic / Puerto Rico market experience, which is a central audience for Harmoney."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... overseeing ad creative tests, designing user acquisition funnels'; 'executed enhancements to Upstart's form flow'",
"rationale": "Clearly an operator who personally builds funnels, runs creative tests, and optimizes forms. Some team-lead framing exists but execution dominates."
},
"strategy_and_judgment": {
"score": 82,
"weight": 10,
"evidence": "'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing'; 'setting context, establishing relevance, building affinity, and driving urgency'; Robinhood mix of short-term paid and long-term SEO/PLG",
"rationale": "Strong diagnostic and funnel-planning judgment with articulate frameworks; translates business goals into channel plans."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools: Facebook, Instagram, CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Search Ads 360, Doubleclick, ManyChat, Google Analytics/GTM, landing page tools",
"rationale": "Covers Meta, paid search, email, CRM (HubSpot/Salesforce), and CRO tooling directly implied by the role. ManyChat/WeChat hint at messaging, but no explicit WhatsApp mass-messaging or geofencing/DSP platform named."
},
"measurement_optimization": {
"score": 86,
"weight": 6,
"evidence": "'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'; 'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"rationale": "Concrete KPI ownership on CPL, conversion, and funnel metrics—directly matches the +10-15% conversion / lower CPL-CPA success signals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: onboarded, has_availability: true, preferred_hourly_pay_rate: $80/hr, location MONROE, Washington, US",
"rationale": "Available and onboarded; US-based (Pacific TZ, workable with Miami). Rate is reasonable within the ~$12-15K/month band, but budget not yet accepted so treated as soft."
}
},
"final_score_rationale": "The biggest score drivers are (1) direct subprime/fintech lending execution at Upstart including credit-applicant signal segmentation and form-flow CRO, which maps almost exactly to Harmoney's high-lead-volume credit product; (2) proven CPL and conversion wins (SurveyMonkey -10% CPL, +150% leads); and (3) deep hands-on Meta scaling at six-figure daily budgets. He clears all HARD requirements as a genuine full-funnel operator. Penalties: no explicit Spanish-language / US Hispanic / Puerto Rico market experience (central to this brief), and no direct WhatsApp mass-messaging or geofencing evidence, which held back the industry/audience and tool dimensions.",
"evidence_snippets": [
"'scaled Facebook advertising budget to $100,000 per day... signal segmentation which improved the quality of credit applicants' (Upstart)",
"'reduction in the net cost per lead by an estimated 10%... expanded the volume of leads generated by 150%' (SurveyMonkey)",
"'managed a daily Facebook advertising budget that fluctuated between $100,000 to $200,000... designing user acquisition funnels' (Calm)",
"'funnel conversion rate optimization, and identifying methods to decrease bounce and abandonment rates'",
"'integrating top-of-funnel acquisition strategies with existing user lifecycle marketing to stimulate growth' (Robinhood Crypto)",
"Tools: 'CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, ManyChat'",
"\"expansion of their performance marketing team from a single member to a team of five... scaled Facebook budget to $100,000 per day... implemented signal segmentation which improved the quality of credit applicants... reduced friction and lower bounce rates\" (Upstart) — a near-exact match for a subprime lending, high-lead-volume CRO growth role.",
"Upstart lending: scaled FB to $100K/day, 'signal segmentation which improved the quality of credit applicants... enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates'; SurveyMonkey 'reduction in the net cost per lead by an estimated 10%... expanded volume of leads by 150%'"
],
"three_rs": {
"reach": "Strong multi-channel reach across Meta (FB/IG), paid search (Search Ads 360, Kenshoo), programmatic (Doubleclick), and lifecycle email—directly matches the role's channel expansion needs. Gaps: no explicit WhatsApp mass-messaging or geofencing experience.",
"resonance": "Articulates a clear conversion philosophy ('setting context, establishing relevance, building affinity, driving urgency') and creative testing at scale (Nike 16,000 products/32,000 videos). However, no Spanish-language/US Hispanic messaging experience for Harmoney's core audience.",
"results": "Consistent, quantified performance outcomes: -10% CPL and +150% leads at SurveyMonkey, 200% YoY growth at Calm, credit-applicant quality and bounce-rate improvements at Upstart—aligning with the +10-15% conversion and lower CPL/CPA goals."
},
"match_reasons": [
"Direct subprime lending / fintech experience at Upstart with credit-applicant funnel optimization: 'signal segmentation which improved the quality of credit applicants'",
"Proven CRO and CPL reduction in a lead-gen context: 'reduction in the net cost per lead by an estimated 10%... leads by 150%'",
"Hands-on Meta scaling at six-figure daily budgets: '$100,000 to $200,000' per day at Calm",
"Full-funnel operator with GTM and new-product-launch skills: 'GTM - Execution', 'New product launch', 'designing user acquisition funnels'",
"CRM/automation and lifecycle tooling on hand: 'CRMs (Salesforce, HubSpot)', 'Email tools (Mailchimp, Klaviyo)'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "nikhil_at_nikhilrao_io",
"email": "nikhil@nikhilrao.io",
"name": "Nikhil Rao",
"score": 82,
"passes_all_hard": true,
"summary": "Nikhil is a hands-on paid acquisition operator with strong direct-response, funnel-building, and fintech-adjacent experience. He personally scaled ad spend and maintained CAC at multiple companies, built new digital channels from near-zero at a fintech neobank (Avant), ran Meta ads under special ad categories (directly relevant to lending compliance), managed programmatic/geofencing, and stood up martech/reporting infrastructure. He plausibly satisfies every HARD requirement, though his profile shows lighter direct evidence of a formal US GTM product launch and less on WhatsApp/SMS mass messaging and Spanish-language market work.",
"synthesis_quote": "Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"rationale": "Satisfies all five HARD requirements with concrete proof: hands-on operator, full-funnel infrastructure build from near-zero, CRO/CAC management, Meta ads (incl. compliance-sensitive special ad categories relevant to lending), and product launch experience. GTM launch evidence is product-launch adjacent rather than a formal branded US mainland launch, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'.",
"rationale": "Deep, specific paid search + paid social growth expertise with repeated proof of scaling spend while holding CAC and lifting lead volume — the core function of this role."
},
"industry_audience_relevance": {
"score": 78,
"weight": 12,
"evidence": "'Avant, a fintech neobank'; 'integrating technology with financial services products'; Zacks Investment Research (financial services) — 'his potential value to marketing teams within the financial services sector'.",
"rationale": "Strong financial services / fintech background (Avant neobank, Zacks investment research), directly relevant to a subprime lending/credit product. No explicit subprime lending or Spanish-language/US Hispanic audience evidence, which are relevant here."
},
"hands_on_execution": {
"score": 85,
"weight": 15,
"evidence": "'His tactics included the optimization of keywords, refinement of ad copy, and improvement of website creative elements'; 'constructed a series of ads'; 'built out the SQL for custom reporting'; 'architecting a site redesign onto a new Shopify template'.",
"rationale": "Clearly an operator who personally builds, optimizes, writes, and ships. Strong fit for a role that needs execution, not just direction."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'devised a marketing strategy that applied B2C digital marketing techniques to Pillar Booth's primarily offline B2B vertical'; 'developed a reporting framework that articulated their value to stakeholders'.",
"rationale": "Demonstrates diagnosis, channel prioritization, and translating business goals into acquisition strategy across multiple engagements."
},
"tool_platform_fit": {
"score": 82,
"weight": 8,
"evidence": "Tools include 'CRMs (Salesforce, HubSpot, etc)', 'Google Analytics', 'Landing page tools (Instapage, Unbounce)', 'A/B testing tools (Optimizely, VWO)'; worked with 'CMS, DMP, and Rockerbox for reporting'.",
"rationale": "Strong overlap with role's implied stack (HubSpot/Salesforce CRM stand-up, landing page/CRO tools, analytics). Meta and programmatic platforms directly used."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "'maintaining the target cost per acquisition and lead quality'; 'A creative testing framework... resulted in a higher click-through rate'; 'developed a reporting framework'; '70% the CAC of the traditional marketing channels'.",
"rationale": "Consistent, quantified evidence of KPI ownership, experimentation, attribution, and iterative optimization — core to the CRO/CPL/CPA goals."
},
"availability_budget_fit": {
"score": 88,
"weight": 4,
"evidence": "'status: active', 'has_availability: true', 'preferred_hourly_pay_rate: $75/hr', location Chicago (US, compatible timezone).",
"rationale": "Active, available, US-based, and rate is comfortably within the ~$12-15K/month envelope for a full-funnel engagement."
}
},
"final_score_rationale": "The biggest score drivers are his repeatedly proven, quantified paid acquisition and CRO execution (scaling spend while holding CAC, +300% lead volume, 70% CAC digital prescreen) and directly relevant fintech/financial-services experience at Avant and Zacks — including Meta special ad category compliance that maps to lending. He is a genuine operator who builds infrastructure and reporting from near-zero. Penalties: lighter direct evidence on WhatsApp/SMS mass messaging, no explicit Spanish-language/US Hispanic market experience (a preferred fit that matters for this Puerto Rico/Miami audience), and product-launch experience that is adjacent to but not a formal US mainland GTM launch. These keep him strong rather than exceptional.",
"evidence_snippets": [
"Launched the digital prescreen, unlocking optimal funnel metrics for lead gen at 70% the CAC of the traditional marketing channels.",
"managing Facebook ads within special ad categories, ensuring compliance and effectiveness through precise campaign construction.",
"scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition and lead quality.",
"increased lead volume by 300% for the company's subscription products.",
"establishment and scaling of new digital channels, including paid search, paid social, and email syndication.",
"Managed the SEM, Programmatic, Display, and PPC channels for Boeing.",
"'establishment and scaling of new digital channels, including paid search, paid social, and email' at Avant (fintech neobank); 'managing Facebook ads within special ad categories, ensuring compliance'; 'maintained the Customer Acquisition Cost (CAC)' while scaling spend.",
"'Scaled the ad spend from $5k to $40k'; 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'; 'increased lead volume by 300%'."
],
"three_rs": {
"role_fit": "Strong fit as a hands-on full-funnel growth/performance operator in a fintech direct-response context.",
"risk": "Limited proof of WhatsApp/SMS mass messaging, Spanish-language market, and formal branded US GTM launch.",
"reward": "Repeatedly scaled spend while holding CAC and grew lead volume, with fintech compliance and martech build experience."
},
"match_reasons": [
"Fintech/financial services growth experience at Avant neobank and Zacks - 'integrating technology with financial services products'",
"Hands-on scaling with CAC discipline - 'scaled the monthly ad spend from $45,000 to $250,000, maintaining the target cost per acquisition'",
"Meta ads under lending-relevant special ad categories - 'managing Facebook ads within special ad categories, ensuring compliance'",
"Built new digital channels from near-zero - 'standing up and scaling the digital acquisition channels'",
"Programmatic/geofencing experience - 'implemented geo-targeting' and 'Managed the SEM, Programmatic, Display... channels'"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "annabellewilson_info_at_gmail_com",
"email": "annabellewilson.info@gmail.com",
"name": "Annabelle Wilson",
"score": 80,
"passes_all_hard": true,
"summary": "Annabelle Wilson is a full-funnel growth and lifecycle marketer with ~two decades of experience and a strong, directly-relevant background in financial services (Ritchie Bros. Financial Services: $1B+ pre-approvals, 20K+ web applications, marketing automation journeys). She blends strategy with hands-on execution across Meta ads, email/lifecycle automation, landing pages, SEO, and CRO, and has stood up CRM/marketing automation (HubSpot, Salesforce Pardot, Dotmailer). She satisfies all HARD requirements at a plausible-to-strong level. Gaps that hold back her score: no explicit evidence of WhatsApp mass messaging, SMS, programmatic/geofencing, or Spanish-language/US Hispanic market experience — all of which are central to this specific brief. Her financial-services lifecycle/CRO depth is her strongest asset for this role.",
"synthesis_quote": "What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"weighted_scores": {
"hard_requirements_fit": {
"score": 78,
"weight": 25,
"evidence": "'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'",
"rationale": "Meets all five HARD requirements: hands-on strategy+execution operator, full-funnel/infra build (automation journeys, customer journeys, landing pages), CRO (32% lead lift, 50% CPC reduction), Meta ads (Facebook/Instagram in tools, form ads execution), and GTM launch (GTM-Strategy/Execution skills, product launches at Ritchie Bros/O2E/Hootsuite). Evidence is concrete though WhatsApp-specific Meta and a financial-product US GTM launch are inferred rather than proven verbatim."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Growth & Lifecycle Marketing expert specializing in... lead generation, SEO, performance marketing, and marketing automation'; 'launched automated acquisition, retention, and win-back journeys that generated 20K+ web applications, $72M in financing'",
"rationale": "Deep, specific growth/lifecycle expertise across acquisition, retention, and conversion. Strong lead-gen and automation depth directly aligns with the funnel-building core of the role."
},
"industry_audience_relevance": {
"score": 83,
"weight": 12,
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services'; 'generating $1B+ in financial pre-approvals'; 'B2B companies in finance'; '20k+ web applications, resulting in $72M in financing'",
"rationale": "Direct financial-services lending/financing experience is highly relevant to Harmoney's non-traditional lending/credit product. Gap: no Spanish-language / US Hispanic / subprime-specific audience evidence."
},
"hands_on_execution": {
"score": 82,
"weight": 15,
"evidence": "'Crafting the creative, content and targeting'; 'Managed the creation & optimization of campaign-specific landing pages using Unbounce & WordPress'; 'Built, executed, and reported on 20+ automated email journeys using Dotmailer'",
"rationale": "Clear personal execution across ad creative, landing pages, and email flows. Solo consultant model ('No need for multiple contractors') reinforces true operator profile."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'align marketing strategy with revenue goals'; 'translated performance data into actionable recommendations, presenting weekly insights to senior leadership'; 'Led the strategic plan and customer experience, driving over $1B in financial pre-approvals'",
"rationale": "Demonstrates diagnosis, prioritization, and business-goal translation, including executive-level strategic planning and GTM strategy."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'leading Salesforce Pardot adoption'; 'A/B testing tools (Optimizely, VWO); Session replay tools (Hotjar, FullStory)'",
"rationale": "Strong fit for CRM stand-up (HubSpot/Salesforce/Pardot), email (Mailchimp/Klaviyo/Dotmailer), CRO tooling, and Meta. Missing SMS/WhatsApp/programmatic/geofencing tools explicitly named in the brief."
},
"measurement_optimization": {
"score": 83,
"weight": 6,
"evidence": "'reducing Facebook CPC by 50%'; 'monitored CPC, CTR, conversion rates, and engagement'; '46% open rate... 27% increase in candidate engagement'; 'data-driven testing, optimization'",
"rationale": "Consistent KPI ownership, A/B testing, and iterative optimization with quantified performance gains directly matching CPL/CPA/conversion goals."
},
"availability_budget_fit": {
"score": 74,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $90/hr; location: Vancouver, British Columbia, CA",
"rationale": "Active and available. $90/hr is reasonable within the ~$12-15K/month envelope. AMER-timezone-aligned (Pacific) works for Miami-based US team, though not the same timezone; soft preference only."
}
},
"final_score_rationale": "Score is driven up by directly-relevant financial-services lifecycle/CRO experience ($1B+ pre-approvals, $72M financing, 20K+ web applications, 20% YOY growth), a true strategy+execution operator profile, and strong measurement/optimization proof (50% CPC reduction, 32% lead lift). She satisfies all HARD requirements at plausible-to-strong levels, so passes_all_hard is true. Score is held back because several IMPORTANT/PREFERRED channels central to THIS brief are absent from the profile: no WhatsApp mass messaging, no SMS, no programmatic/geofencing, and no Spanish-language / US Hispanic market experience — a notable gap given the Puerto Rico/Miami/Telemundo audience. Her strong SEO/content lane is only partially transferable since the role emphasizes paid, lifecycle, and multi-channel expansion over organic content.",
"evidence_snippets": [
"Using Meta form ads I generated $54k in potential projects from an $800 budget in month 1. Crafting the creative, content and targeting",
"Designed and implemented new marketing automation journeys contributing to 20% YOY growth, generating $6.6M in revenue",
"Generated 20k+ web applications, resulting in $72M in financing and $6.5M in revenue",
"Audience segmentation including developing a new female persona, building conversion pages, reducing Facebook CPC by 50%",
"Built, executed, and reported on 20+ automated email journeys using Dotmailer, driving a 30% lift in usage",
"leading Salesforce Pardot adoption",
"What sets me apart is my ability to blend big-picture strategy with hands-on execution. Whether I'm mapping customer journeys, managing SEO and content strategy, or launching targeted paid ad campaigns...",
"'I handle strategy, execution, and results'; 'Designed and implemented new marketing automation journeys contributing to 20% YOY growth'; 'Using Meta form ads I generated $54k in potential projects from an $800 budget'; 'Increased overall conversions (leads) by 32%'"
],
"three_rs": {
"reach": "Meta ads (Facebook/Instagram) and paid media execution proven; enterprise budget management ($500K at Hootsuite, $150K+ at reVISION). No evidence of WhatsApp mass messaging, SMS, or programmatic/geofencing, which are explicit expansion channels in this brief.",
"resonate": "Strong lifecycle/journey and audience-segmentation work (personas, win-back journeys, 46% open rates) plus financial-services messaging. Gap: no Spanish-language / US Hispanic creative resonance for Harmoney's core audience.",
"react": "Robust CRO and conversion track record (32% lead lift, 50% CPC reduction, 87% qualified-lead lift, 20K+ applications) directly supports the 10-15% conversion goal and CPL/CPA reduction."
},
"match_reasons": [
{
"reason": "Direct financial-services growth marketing at scale",
"evidence": "'Marketing Manager at Ritchie Bros. Financial Services... generating $1B+ in financial pre-approvals'"
},
{
"reason": "Full-funnel operator combining strategy and hands-on execution",
"evidence": "'No need for multiple contractors, I handle strategy, execution, and results'"
},
{
"reason": "Proven CRO and conversion optimization",
"evidence": "'Increased overall conversions (leads) by 32%' and 'reducing Facebook CPC by 50%'"
},
{
"reason": "Marketing automation / CRM stand-up capability",
"evidence": "'leading Salesforce Pardot adoption' and CRMs (Salesforce, HubSpot)"
},
{
"reason": "Meta paid social execution",
"evidence": "'Using Meta form ads I generated $54k in potential projects from an $800 budget'"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "juda_borrayo_at_gmail_com",
"email": "juda.borrayo@gmail.com",
"name": "Juda Borrayo",
"score": 80,
"passes_all_hard": true,
"summary": "Juda is a hands-on growth marketer with 12+ years of paid media, CRO, and funnel-building experience who personally executes campaigns across Google and Meta. He has directly relevant proof: strong CRO/conversion lift results (78% conversion increase, ~50% CPL drop, enrollments 2.3x), and — notably — actual financial services experience at a credit union (Island Federal Credit Union). He meets all five HARD requirements at least at a plausible-to-strong level, though gaps exist on WhatsApp mass messaging, SMS, programmatic/geofencing, and explicit US GTM product launch for a subprime credit product. Spanish-language market experience is not evidenced.",
"synthesis_quote": "Seasoned growth marketing strategist with 12+ years... specializing in paid media, funnel optimization, and strategic advertising... through a mix of hands-on execution and strategic guidance.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "Increased conversions by 78%... reduced Cost Per All Conversions by 41% (Island Federal Credit Union); Google Ads CPL dropped nearly 50% from ~$52 to ~$28; Lead Google Ads and Meta Ads strategy.",
"rationale": "Meets req-001 (hands-on strategy+execution), req-003 (CRO/CPL/CPA reduction), req-004 (Meta FB/IG), and req-002 (funnel/landing page build) with concrete proof. req-005 US GTM launch for a compound credit product is only partially supported (GTM strategy/execution skills listed, credit-union experience present, but no evidence of leading a structured product launch). All HARD reqs plausibly cleared, none contradicted, hence a solid but not top score."
},
"functional_expertise": {
"score": 84,
"weight": 20,
"evidence": "Managed Paid Media Campaigns and A/B Testing of over $2,500,000... Lead landing page strategy and CRO across 3 brands spending 30k+; Implemented A/B Testing Protocol process for improving conversion rates.",
"rationale": "Deep, specific paid media + CRO + funnel expertise directly in the role's core function; strong quantified outcomes across many accounts."
},
"industry_audience_relevance": {
"score": 68,
"weight": 12,
"evidence": "Island Federal Credit Union Bank... increased conversions by 78%; Clients include Island Federal Community Bank; verticals include supplements, restaurants, retreats.",
"rationale": "Genuine financial-services (credit union) experience is relevant to req-010, but it is prime/traditional banking rather than subprime lending; no Spanish-language/US Hispanic audience evidence (req-011). B2C direct-response is relevant."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "Edited, created, and sourced 20+ creatives...; Collaborate with developers to solve website, tracking, and technical issues; hands-on troubleshooting of tracking and attribution.",
"rationale": "Clearly an operator who personally builds campaigns, edits creative, sets up tracking, and optimizes — exactly the hands-on operator this role needs."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Managed campaign audits, restructures, landing page testing...; tiered marketing and FOMO generating creative strategy; identify performance issues, improve lead quality, refine targeting.",
"rationale": "Demonstrates diagnosis, prioritization, and testing judgment translating goals into campaign plans, though less evidence of full go-to-market planning for a new product."
},
"tool_platform_fit": {
"score": 78,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Google Analytics, GTM, Hotjar/FullStory, Optimizely/VWO; used Ontraport, Hubspot, Marketo.",
"rationale": "Strong overlap with role stack incl. HubSpot/Salesforce CRM stand-up and email tools; missing explicit SMS/WhatsApp/programmatic/geofencing platform evidence."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "Increased in platform ROAS by 321%, reduced Cost Per All Conversions by 41%; 12+ ROAS up from 4.5 average; CPL dropped ~50%.",
"rationale": "Excellent measurement, attribution, and iterative optimization track record with clear KPI ownership."
},
"availability_budget_fit": {
"score": 85,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Jupiter, Florida, US.",
"rationale": "Active and available, US/Florida-based (near Miami base, aligned timezone); $75/hr rate is well within a ~$12-15K/month engagement envelope."
}
},
"final_score_rationale": "Biggest drivers: strong hands-on execution, deep paid media + CRO functional expertise, and quantified conversion/measurement wins that directly map to the role's success signals (conversion lift, CPL/CPA reduction). A rare bonus is genuine financial-services experience (Island Federal Credit Union) plus a CRM/analytics tool stack matching HubSpot/Salesforce. Penalties: no evidence of WhatsApp mass messaging, SMS lifecycle, or programmatic/geofencing (IMPORTANT reqs partly unmet); the credit union work is prime banking rather than subprime lending; no Spanish-language/US Hispanic market experience (PREFERRED); and no explicit proof of leading a structured US go-to-market product launch (req-005 inferred, not demonstrated). All HARD reqs are at least plausibly satisfied and none contradicted, so passes_all_hard is true, but soft-channel and industry-depth gaps keep the score in the strong-but-not-elite range.",
"evidence_snippets": [
"Increased conversions by 78%. Increased in platform ROAS by 321%, and reduced Cost Per All Conversions by 41% (Island Federal Credit Union)",
"Google Ads CPL dropped nearly 50% from ~$52 to ~$28... Enrollments grew 2.3x (from ~180/month to 400-550/month, peaking at 555)",
"Managed Paid Media Campaigns and A/B Testing of over $2,500,000 dollars across multiple verticals in B2B and B2C advertising",
"Lead landing page strategy and CRO across 3 Columbus Travel brands spending 30k+",
"Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Google Analytics, Google Tag Manager",
"Edited, created, and sourced 20+ creatives that consistently receive between 2.5 - 7.5 Click Through Rates",
"Seasoned growth marketing strategist with 12+ years... specializing in paid media, funnel optimization, and strategic advertising... through a mix of hands-on execution and strategic guidance.",
"Increased conversions by 78%... reduced Cost Per All Conversions by 41% (Island Federal Credit Union); Google Ads CPL dropped nearly 50% from ~$52 to ~$28; Lead Google Ads and Meta Ads strategy."
],
"three_rs": {
"reach": "Strong in Meta (FB/IG) and Google Ads/YouTube paid acquisition, but no evidence of WhatsApp mass messaging, SMS, or scaled programmatic/geofencing — key channel-expansion needs for this role.",
"resonance": "Proven creative and messaging testing (FOMO/tiered creative, 20+ creatives at 2.5-7.5% CTR); however no Spanish-language/US Hispanic audience resonance evidence for the target market.",
"reaction": "Excellent conversion-driven results: 78% conversion lift, 41% lower cost per conversion, ~50% CPL drop, 2.3x enrollment growth — directly aligned to the role's CRO and sales-growth goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with CRO focus",
"evidence": "Managed campaign audits, restructures, landing page testing, conversion tracking... through a mix of hands-on execution and strategic guidance"
},
{
"reason": "Proven conversion-rate and cost-efficiency gains in direct response",
"evidence": "Increased conversions by 78%... reduced Cost Per All Conversions by 41%; Google Ads CPL dropped nearly 50%"
},
{
"reason": "Relevant financial-services experience",
"evidence": "Island Federal Credit Union Bank... Clients include Island Federal Community Bank"
},
{
"reason": "CRM/marketing automation and analytics tooling fit",
"evidence": "CRMs (Salesforce, HubSpot); Ontraport, Hubspot, Marketo; Google Analytics, Google Tag Manager"
}
],
"hard_fail_reasons": []
}
],
"near_misses": [
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "dillon_at_theconvertlab_com",
"email": "dillon@theconvertlab.com",
"name": "Dillon Zolnierczyk",
"score": 80,
"passes_all_hard": true,
"summary": "Dillon is a hands-on, full-funnel growth/performance marketer with strong direct-response, high-lead-volume experience across Meta and Google, deep CRO and funnel-rebuild work, and marketing-infrastructure/CRM stand-up (HubSpot, Salesforce, GoHighLevel, GA4/GTM/CAPI attribution). He clearly satisfies the role's hard requirements: he personally executes campaigns, builds funnels/tracking from scratch, drives CRO with concrete CPL/CPA reductions, and runs Meta at scale. Gaps: no explicit WhatsApp mass messaging, SMS, programmatic/geofencing, or subprime/fintech lending experience, and no Spanish-language/US Hispanic market evidence. His conversion and funnel results in lead-gen, direct-response verticals (home builders, tutoring, events) map well to Harmoney's loan lead engine, though the industry is not a direct fintech match.",
"synthesis_quote": "Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250... Increased Annual New Customers by 334% (698 -> 3028).",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Led paid social & search (Meta + Google)... strategy, media buying, creative A/B testing, optimization, and reporting; Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering; built HubSpot+Salesforce attribution/reporting",
"rationale": "Meets the five HARD reqs: hands-on operator (req-001), full-funnel build from near-zero (req-002), CRO with CPL/CPA reduction (req-003), Meta at scale (req-004), and GTM/new-product launch skills (req-005 partial). Not a director-only profile. Weakness: GTM launches were not for financial/credit products, and no WhatsApp, so score is strong but not exceptional."
},
"functional_expertise": {
"score": 85,
"weight": 20,
"evidence": "manage end-to-end campaigns across Google, Meta, and Reddit; Ran structured A/B tests across carousel, collage, video, and messaging to reduce CPL; Launch new paid ad landing pages and CRO optimization strategy",
"rationale": "Deep, specific growth/performance marketing execution with repeated concrete CPL/CPA/funnel outcomes across multiple accounts. Core function is a strong match for this direct-response growth role."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "e-commerce, education, and lifestyle industries; subindustries include Finance, FinTech; work history in home builders, tutoring, event ticketing",
"rationale": "High-lead-volume, direct-response B2C lead-gen experience is relevant, but no proven subprime/lending or Spanish-language/US Hispanic market experience. Finance/FinTech listed as subindustry tags without concrete lending work. Plausible but not strong industry fit."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "media buying, creative A/B testing, daily optimization; Built a tracking system using GTM and CAPI; Launched AI booking chatbots and GoHighLevel automation to streamline lead nurturing",
"rationale": "Clearly a personal operator who builds tracking, funnels, campaigns, and automation himself. Exactly the hands-on execution the role demands."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "Developed a 'Bleeding Neck' profile to guide ad copy; Documented brand 'non-negotiables' in ad creative to protect margins; Aligned social strategy with SEO",
"rationale": "Shows diagnosis, audience/message strategy, and prioritization tied to business goals (revenue targets, margin protection). Strong strategic judgment alongside execution."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "Managed Meta Ads Manager, Google Ads, HubSpot & Follow Up Boss; built HubSpot+Salesforce attribution; Email tools (Mailchimp, Klaviyo); GA4/GTM/CAPI",
"rationale": "Strong overlap with Meta, Google SEM, HubSpot/Salesforce CRM stand-up, and email tooling. Missing explicit WhatsApp mass messaging and programmatic/geofencing platforms."
},
"measurement_optimization": {
"score": 88,
"weight": 6,
"evidence": "Created 'All Ad Lead Stages' report linking creative and campaign names to sales outcomes; Integrated GoHighLevel and Agency Analytics to blend CRM data with ad spend; maintained CPA of $45",
"rationale": "Excellent measurement/attribution and iterative optimization with concrete KPI ownership (CPL, CPA, CAC, LTV). Directly supports Harmoney's conversion goals."
},
"availability_budget_fit": {
"score": 75,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $75/hr; location: Comox, British Columbia, CA",
"rationale": "Active and available, AMER timezone workable for a Miami-based team. $75/hr rate is reasonable within the ~$12-15K/mo band. Soft prefs largely met."
}
},
"final_score_rationale": "Biggest score drivers: strong hard-requirements fit as a hands-on full-funnel operator with repeated, concrete CRO/CPL/CPA wins (e.g., cost-per-booking $1k→$250, CPA $45, 334% customer growth), plus infrastructure and CRM/attribution build-outs (HubSpot, Salesforce, GoHighLevel, GA4/GTM/CAPI) from near-zero. Meta + Google execution at meaningful scale is well documented. Penalties: no explicit WhatsApp mass messaging (part of the primary Meta channel expectation), no SMS lifecycle, no programmatic/geofencing, and no subprime/fintech lending or Spanish-language/US Hispanic market experience—all relevant to this role. These weaknesses hold industry relevance and tool fit below top marks but do not fail any hard requirement.",
"evidence_snippets": [
"Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250.",
"Led paid social & search (Meta + Google) for Value Build Homes—strategy, media buying, creative A/B testing, optimization, and reporting.",
"Built a tracking system using GTM and CAPI to link paid ad traffic to CRM lead status for end-to-end sales attribution.",
"built HubSpot+Salesforce attribution/reporting to tie ads to revenue.",
"Launched AI booking chatbots and GoHighLevel automation to streamline lead nurturing.",
"Managed 2024 funnel rebuild, 2025 migration to GoHighLevel, and AI chatbot deployment.",
"Scaled Prep for Success Tutors' monthly spend from $6k to $150k while slashing cost-per-booking from $1k to $250... Increased Annual New Customers by 334% (698 -> 3028).",
"Led paid social & search (Meta + Google)... strategy, media buying, creative A/B testing, optimization, and reporting; Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering; built HubSpot+Salesforce attribution/reporting"
],
"three_rs": {
"reach": "Multi-channel paid acquisition across Meta (FB/IG), Google/Bing SEM, Reddit, TikTok, YouTube at scale ($150k-$300k+/mo spend); no proven WhatsApp mass, SMS, or programmatic/geofencing reach.",
"resonance": "Direct-response messaging strategy via audience/pain profiling ('Bleeding Neck' profile) and structured creative A/B testing; no Spanish-language or US Hispanic audience proof.",
"reaction": "Deep conversion optimization and attribution: CPL/CPA reduction, funnel rebuilds, CRM/GA4/CAPI tracking, and documented sales-outcome reporting driving measurable revenue and lead-volume lifts."
},
"match_reasons": [
"Hands-on full-funnel operator who both strategizes and executes: 'media buying, creative A/B testing, daily optimization' across multiple accounts (req-001).",
"Builds infrastructure from near-zero: '2024 funnel rebuild, 2025 migration to GoHighLevel' and 'HubSpot+Salesforce attribution/reporting' (req-002, req-009).",
"Proven CRO in high-lead-volume direct response: 'Slashed booked appt costs by 75% ($1,000 to $250)' and 'CPA of $45' (req-003).",
"Meta at scale: 'Facebook avg 250/month' leads, 'Facebook CPL ≈ $25', end-to-end Meta Ads Manager management (req-004).",
"Google SEM experience: 'end-to-end campaigns across Google, Meta, and Reddit' and Bing Ads (req-008)."
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "shaungh_wolf_at_gmail_com",
"email": "shaungh.wolf@gmail.com",
"name": "Shaungh Wolf",
"score": 81,
"passes_all_hard": true,
"summary": "Shaungh Wolf is a seasoned full-funnel growth operator with deep, hands-on paid media, CRO, and lifecycle experience across 50+ DTC/B2B/marketplace brands. He combines executive strategy with personal execution (Meta/Google buying, landing pages, creative testing, CRO), owns revenue/CAC targets, and has strong CPA-reduction track records (Daily Harvest $550→$250 CPA, Generation Genius 50% CPA cut). He satisfies all five HARD requirements: hands-on strategy+execution, full-funnel/infra build, CRO, Meta ads, and GTM launch experience. The main gaps versus the brief are subprime/consumer-lending fintech experience (he has DTC/ecommerce and only light web3 fintech), Spanish-language/US Hispanic market experience (not evidenced), and WhatsApp mass-messaging plus geofencing specifically. His DTC ecommerce strength is real but partially in a different lane than the loan/credit direct-response subprime context.",
"synthesis_quote": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 82,
"weight": 25,
"evidence": "Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"rationale": "Clearly satisfies hands-on strategy+execution (req-001), full-funnel infra build (req-002), CRO with proven CPA reduction (req-003), Meta ads (req-004), and GTM launches (req-005). Not maxed because WhatsApp mass messaging, geofencing, and subprime-lending GTM context are not directly evidenced."
},
"functional_expertise": {
"score": 90,
"weight": 20,
"evidence": "$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER",
"rationale": "Exceptional depth in paid media, CRO, funnel optimization, and revenue/CAC modeling — the exact core function of a growth marketer."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets); Consulting on performance marketing... for venture-backed web3 projects",
"rationale": "Has some fintech/web3 exposure but no subprime/consumer-lending or credit-building product experience, and no Spanish-language/US Hispanic audience evidence. Mostly DTC ecommerce, a different audience than the brief."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "Managed over $1M/day in spend... executed a comprehensive Facebook marketing strategy; introduced listicle-style landing pages; Built HubSpot + Supermetrics dashboards",
"rationale": "Strong operator profile — personally builds landing pages, runs media, builds dashboards and creative test roadmaps rather than only advising."
},
"strategy_and_judgment": {
"score": 88,
"weight": 10,
"evidence": "focusing on parent-teacher associations... for its potential to create a network effect; reallocated spend toward high retention markets; Owned targets, forecasting, and budget allocation tied to CAC, payback, contribution margin",
"rationale": "Demonstrates strong diagnostic and prioritization judgment, channel-market fit thinking, and translating business economics into strategy."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Lifecycle: Klaviyo, Attentive, Brevo, GoHighLevel, Mailchimp; CRMs (Salesforce, HubSpot); Ads: Meta, Google, TikTok; Hotjar, VWO, Looker Studio",
"rationale": "Strong tool overlap: HubSpot/Salesforce CRM stand-up, Klaviyo/Attentive for email+SMS, Meta/Google. Missing explicit WhatsApp mass-messaging and geofencing/programmatic DSP tools."
},
"measurement_optimization": {
"score": 90,
"weight": 6,
"evidence": "reduce the CPA from $550 to $250; 50% reduction in cost per acquisition while scaling spend; Incrementality-informed measurement using holdouts/lift tests",
"rationale": "Excellent, concrete measurement and optimization proof with attribution rigor and repeatable CPA/ROI improvements."
},
"availability_budget_fit": {
"score": 45,
"weight": 4,
"evidence": "preferred_hourly_pay_rate: $200/hr; status: active, has_availability: true",
"rationale": "Active and available, but $200/hr implies a rate well above the ~$12-15K/month all-in soft target if full-time; budget fit is uncertain."
}
},
"final_score_rationale": "Biggest score drivers: exceptional functional expertise ($400M+ paid spend, deep CRO), strong hands-on execution, and standout measurement/optimization (Daily Harvest CPA $550→$250, Generation Genius 50% CPA cut) that map directly to the brief's conversion-lift and CPL/CPA-reduction goals. He passes all five HARD requirements with concrete proof. Penalties: no subprime/consumer-lending or credit-building fintech experience (only light web3), no evidence of Spanish-language/US Hispanic market experience (a preferred but highly relevant factor), and no direct WhatsApp mass-messaging or geofencing execution. His DTC-ecommerce depth is partly in a different lane than a loan/credit direct-response subprime context, so industry relevance is capped. Rate ($200/hr) may exceed the soft budget target.",
"evidence_snippets": [
"Combines executive strategy with hands-on execution to deliver measurable, repeatable growth.",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon, retail media.",
"reduce the CPA from $550 to $250, effectively optimizing the marketing budget",
"50% reduction in the cost per acquisition (CPA), achieved while scaling the advertising spend",
"Full-funnel CRO: landing pages, offers, checkout, and experimentation to improve payback.",
"Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets)",
"Combines executive strategy with hands-on execution... Full-funnel CRO: landing pages, offers, checkout, and experimentation; Own Meta, Google, and Amazon media buying; Spearhead new product launches with integrated go-to-market plans",
"$400M+ paid spend managed across Meta, Google, TikTok, Amazon; Full-funnel CRO: landing pages, offers, checkout, experimentation; Rebuilt Meta+Google to stabilize CAC and hit 4x blended MER"
],
"three_rs": {
"recommend": "Recommend for interview as a strong hands-on growth operator; validate lending/subprime and Spanish-market fit and confirm rate against budget.",
"risk": "Limited subprime/consumer-lending and Spanish-language/US Hispanic audience experience; no direct WhatsApp mass-messaging or geofencing execution; $200/hr may exceed the ~$12-15K/mo soft target.",
"reason": "Deep full-funnel paid media, CRO, and measurement expertise with proven CPA reduction and revenue growth, satisfying all HARD requirements as a genuine strategy+execution operator."
},
"match_reasons": [
{
"reason": "Proven hands-on full-funnel growth operator combining strategy and execution",
"evidence": "Combines executive strategy with hands-on execution to deliver measurable, repeatable growth."
},
{
"reason": "Direct CRO and CPA-reduction results in high-spend direct-response contexts",
"evidence": "reduce the CPA from $550 to $250... 50% reduction in the cost per acquisition"
},
{
"reason": "Meta and Google paid media at massive scale",
"evidence": "Own Meta, Google, and Amazon media buying; Managed over $1M/day in spend"
},
{
"reason": "CRM/automation and lifecycle tool fit for stand-up",
"evidence": "Built HubSpot + Supermetrics dashboards; Lifecycle: Klaviyo, Attentive, Brevo"
},
{
"reason": "New product launch / GTM experience",
"evidence": "Spearhead new product launches with integrated go-to-market plans across DTC, Amazon, and Retail"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "ro_at_roahmarketing_com",
"email": "ro@roahmarketing.com",
"name": "Ro Ahuja",
"score": 77,
"passes_all_hard": true,
"summary": "Ro is a hands-on full-funnel growth marketer with strong, recent, personally-executed proof across Meta and Google paid channels, CRO, and marketing infrastructure build-out. Work history shows direct execution: optimizing Meta lead-gen pipelines (50% CPL improvement), scaling Google Ads spend while maintaining CPA, restructuring analytics attribution, and completing a full HubSpot onboarding with customer-journey automations. These map tightly to Harmoney's need to build a scalable acquisition-to-conversion engine, run Meta, fix SEM, stand up CRM, and lift conversion in a high-lead-volume direct-response environment. Gaps: no fintech/subprime/lending industry experience, no clear SMS/WhatsApp mass-messaging or programmatic/geofencing proof, and no Spanish-language/US Hispanic market evidence. Passes all hard requirements, but weaker on several important channels and industry fit.",
"synthesis_quote": "Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%... Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 80,
"weight": 25,
"evidence": "Growth Marketer role; 'Improved CPL cost efficiency by 50%'; 'Launched and optimized both Meta ads and Google Ads'; 'Full HubSpot onboarding complete with customer journey automations'",
"rationale": "Clears every HARD req: hands-on growth marketer (req-001), full-funnel/infra build incl HubSpot from scratch (req-002), CRO with real CPL/CPA lifts (req-003), Meta paid social (req-004), and GTM strategy+execution incl New product launch skill (req-005). Strong but not exceptional because the launches shown are local/service businesses, not a structured multi-loan credit product GTM."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Scaled Google Ads Spend from $70K a month to $160K a month over 3 months while maintaining CPA Goals'; 'Improved CPL cost efficiency by 50%'; 'Launched new Google Ads campaigns on a $10K/month budget attaining a $35 CPA'",
"rationale": "Deep, concrete paid acquisition and CRO expertise with quantified outcomes across multiple accounts. Core growth function is well proven."
},
"industry_audience_relevance": {
"score": 35,
"weight": 12,
"evidence": "Industries: Apps, Ecommerce, Local Businesses, Media, Services, Software & Tech; work at salons, dog grooming, landscaping, health therapy",
"rationale": "No financial services / fintech / subprime lending experience (req-010) and no Spanish-language / US Hispanic market evidence (req-011). Subindustry list includes Insurance but no lending/credit. Consumer B2C direct-response is somewhat relevant but industry fit is weak."
},
"hands_on_execution": {
"score": 90,
"weight": 15,
"evidence": "'Plan, script, and develop creative for Meta Ads (UGC, Statics, Carousels)'; 'Build and manage creative pipeline for Meta Ads'; 'Restructured all web analytics to correctly track website traffic, conversion attribution, and phone call attribution'",
"rationale": "Clearly an operator who personally builds, scripts, ships, and optimizes—exactly the hands-on doer this role needs, not an advisor."
},
"strategy_and_judgment": {
"score": 75,
"weight": 10,
"evidence": "GTM - Strategy, GTM - Execution, New product launch skills; 'Optimized content strategy for top, mid and bottom funnel content'; '$75K in closed won deals and $955K in pipeline generated'",
"rationale": "Shows funnel diagnosis, messaging sprints, and full-funnel content strategy. Solid judgment though less evidence of large structured GTM planning for a regulated product."
},
"tool_platform_fit": {
"score": 85,
"weight": 8,
"evidence": "Tools: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Google Analytics, Search Ads 360, GTM, A/B testing tools, Landing page tools, Hotjar/FullStory",
"rationale": "Strong overlap with the implied stack: Meta, Google SEM, HubSpot CRM stand-up, email tools, analytics/CRO tooling. Missing explicit SMS/WhatsApp and programmatic/geofencing/DSP execution proof (has 'DSP Vetting' skill listed but no demonstrated work)."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'maintaining CPA Goals'; 'Improved YoY revenue by 25% and dropped marketing spend by 35% YoY'; 'Restructured all web analytics to correctly track... conversion attribution'; A/B testing, Testing framework, Report building and analysis",
"rationale": "Consistent KPI ownership, attribution fixes, and quantified performance iteration—directly relevant to the CPL/CPA and conversion-rate goals."
},
"availability_budget_fit": {
"score": 80,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; US-based (Nashua, NH); 'Probably half time // 20 hrs/wk'",
"rationale": "Active, available, US-based (AMER-friendly timezone for Miami), and a modest rate that fits comfortably within the ~$12-15K/month all-in band."
}
},
"final_score_rationale": "Biggest drivers: exceptional hands-on execution (personally builds/scripts creative, restructures analytics), quantified CRO and paid results (50% CPL improvement, $35 CPA, scaling Google spend while holding CPA), a completed HubSpot stand-up with journey automations, and strong tool/channel fit for Meta + Google + CRM. These satisfy all HARD requirements, so passes_all_hard is true. Biggest penalties: no financial services/fintech/subprime lending experience and no Spanish-language/US Hispanic market evidence (both weigh into industry_audience_relevance), plus no demonstrated SMS/WhatsApp mass-messaging or programmatic/geofencing execution (important channels). The Credit Elevator GTM would be a step up in regulatory and product complexity vs. the local/service-business launches shown.",
"evidence_snippets": [
"Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%",
"Scaled Google Ads Spend from $70K a month to $160K a month over 3 months while maintaining CPA Goals",
"Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement",
"Restructured all web analytics to correctly track website traffic, conversion attribution, and phone call attribution",
"Launched new Google Ads campaigns on a $10K/month budget attaining a $35 CPA",
"Plan, script, and develop creative for Meta Ads (UGC, Statics, Carousels & More)",
"Optimized Meta Lead Gen Pipeline & Creative - Improved CPL cost efficiency by 50%... Full HubSpot onboarding complete with customer journey automations and AI bolt-ons for immediate lead engagement.",
"Growth Marketer role; 'Improved CPL cost efficiency by 50%'; 'Launched and optimized both Meta ads and Google Ads'; 'Full HubSpot onboarding complete with customer journey automations'"
],
"three_rs": {
"reach": "Proven multi-channel paid acquisition on Meta (FB/IG) and Google/Microsoft Ads at scale, but no demonstrated SMS/WhatsApp mass-messaging, programmatic/geofencing, or Spanish-language reach.",
"resonance": "Personally develops UGC/static/carousel creative and runs full-funnel content and messaging sprints, though no evidence of Hispanic-market or credit/lending messaging.",
"reaction": "Strong conversion focus: 50% CPL improvement, $35 CPA, CPA-held spend scaling, and full attribution restructuring—directly matches the 10-15% conversion lift and CPL/CPA reduction goals."
},
"match_reasons": [
"Hands-on growth marketer doing both strategy and execution: 'Launched and optimized both Meta ads and Google Ads' and 'Plan, script, and develop creative for Meta Ads'",
"Proven CRO/direct-response results: 'Improved CPL cost efficiency by 50%' and '$35 CPA'",
"Built marketing infrastructure from near-zero: 'Full HubSpot onboarding complete with customer journey automations'",
"Fixes underperforming paid search: multiple Paid Search Marketer roles and 'Scaled Google Ads Spend... while maintaining CPA Goals'",
"Tool fit for the implied stack: CRMs (Salesforce, HubSpot), Email tools (Mailchimp, Klaviyo), Facebook, Instagram, Search Ads 360, GTM"
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "jakemadoff210_at_gmail_com",
"email": "jakemadoff210@gmail.com",
"name": "Jake Madoff",
"score": 77,
"passes_all_hard": true,
"summary": "Jake is a full-stack, hands-on growth marketer with strong, concrete proof across the exact channels this role centers on: Meta paid social, Google SEM/PMax, full-funnel builds, and CRO. He personally manages large budgets ($200K/month at The/Studio) and shows repeated CPL/CPA reduction and conversion lift outcomes (CPA $75→$50, CVR +30%, CPL -28%). He has directly relevant financial-services lead-gen experience (SignatureFD financial advisory, Mountbatten alternative capital) and DTC lead generation. Gaps: he is subprime/consumer-credit-adjacent but not a proven subprime/fintech lending operator; his lifecycle (email/SMS/WhatsApp) and programmatic evidence is listed as skills/tools but thin in outcomes; no Spanish-language / US Hispanic market experience shown; and no explicit structured US GTM product-launch case study, though he lists GTM strategy/execution and new product/brand launch skills. He meets the hard requirements but with weaker proof on lifecycle messaging, WhatsApp, and Spanish-market fit.",
"synthesis_quote": "I'm a full-stack growth marketing expert... I specialize in paid social, paid search, OTT, Amazon Ads, and CRO. I've led growth at three multi-million dollar startups across e-commerce and lead generation verticals.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 74,
"weight": 25,
"evidence": "managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads; reduced CPL by 28%; improvement of ... 30% ... conversion rates; skills include 'GTM - Execution', 'GTM - Strategy', 'New product launch'",
"rationale": "Clears the hands-on operator, full-funnel, CRO, and Meta hard requirements with concrete proof. Weaker on the structured US GTM launch requirement (listed as skills, no product-launch case study) and no WhatsApp-specific evidence, so this is a pass with reservations rather than exceptional."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "full-funnel advertising approach ... low CPA; paid social, paid search, OTT, Amazon Ads, and CRO; built full-funnel Meta campaigns that cut CPLs below $90",
"rationale": "Deep, specific growth/performance-marketing expertise across paid acquisition and CRO, exactly the core function requested."
},
"industry_audience_relevance": {
"score": 60,
"weight": 12,
"evidence": "led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm ... reduced CPL by 28%; Mountbatten Global ... attract investors in Alternative Capital management",
"rationale": "Financial-services lead-gen experience exists, but it's high-net-worth advisory / investor targeting, essentially the opposite end from subprime/non-traditional lending consumers. No Spanish-language/US Hispanic market experience shown, which is highly relevant here."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "He managed $200K/month across Meta and Google Ads; conducted a funnel audit that enhanced the purchase conversion rate; Optimized audience targeting and ad creative strategies",
"rationale": "Clearly an operator who personally builds, tests, and optimizes campaigns rather than delegating; strong fit for the hands-on nature of the role."
},
"strategy_and_judgment": {
"score": 74,
"weight": 10,
"evidence": "By introducing a robust full-funnel advertising approach, he expanded Monosuit's reach to new audiences while maintaining a low CPA; multi-channel marketing approach enhanced brand visibility and established a robust customer acquisition pipeline",
"rationale": "Shows funnel diagnosis, channel prioritization, and testing judgment; less evidence of large-scale structured GTM planning for a new market launch."
},
"tool_platform_fit": {
"score": 80,
"weight": 8,
"evidence": "tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc), Google Analytics, Google Tag Manager, Landing page tools, A/B testing tools; Programmatic marketing skill",
"rationale": "Strong overlap with the implied stack (HubSpot/Salesforce, email, analytics, landing pages, programmatic). WhatsApp/SMS mass-messaging tooling not shown."
},
"measurement_optimization": {
"score": 84,
"weight": 6,
"evidence": "reduction of the cost per acquisition from $75 to under $50; Boosted CTR by 40% and CVR by 30%; achieved a return on ad spend (ROAS) of 3.4",
"rationale": "Repeated, quantified performance-iteration outcomes on CPA, CPL, CVR, and ROAS, directly matching the success signals in the brief."
},
"availability_budget_fit": {
"score": 78,
"weight": 4,
"evidence": "status: active; has_availability: true; preferred_hourly_pay_rate: $70/hr; location: New York, US",
"rationale": "Active and available, US-based with AMER target-buyer experience, and a $70/hr rate that fits comfortably within a ~$12-15K/month envelope. Not a Spanish-language market native."
}
},
"final_score_rationale": "The biggest positive drivers are hands-on execution (88) and functional expertise (82): Jake is a proven operator personally running six-figure monthly budgets across Meta and Google with quantified CPA/CPL/CVR/ROAS improvements, which maps tightly to this role's full-funnel, CRO, and Meta hard requirements. Measurement/optimization and tool fit are also strong. The score is pulled down by industry/audience relevance (60): his financial-services experience is high-net-worth advisory and investor targeting, not subprime/non-traditional consumer lending, and there is no Spanish-language / US Hispanic market evidence. Hard-requirements fit is a pass but not exceptional (74) because the structured US GTM launch for a specific product and WhatsApp/SMS mass-messaging lifecycle are supported only by skill tags, not concrete case studies. He passes all hard requirements but with meaningful proof gaps on lifecycle messaging, subprime fintech, and Spanish market.",
"evidence_snippets": [
"managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads for SMBs and enterprise buyers",
"reduction of the cost per acquisition from $75 to under $50",
"led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm ... reduced CPL by 28% and grew qualified leads by 45%",
"Boosted CTR by 40% and CVR by 30% with targeted ad creatives and high-intent keywords",
"conducted a funnel audit that enhanced the purchase conversion rate",
"tools: CRMs (Salesforce, HubSpot, etc), Email tools (Mailchimp, Klaviyo, etc)",
"I'm a full-stack growth marketing expert... I specialize in paid social, paid search, OTT, Amazon Ads, and CRO. I've led growth at three multi-million dollar startups across e-commerce and lead generation verticals.",
"managed $200K/month across Meta and Google Ads (PMax/Search), generating qualified leads; reduced CPL by 28%; improvement of ... 30% ... conversion rates; skills include 'GTM - Execution', 'GTM - Strategy', 'New product launch'"
],
"three_rs": {
"reach": "Strong multi-channel paid reach: proven Meta (FB/IG) and Google (Search/PMax) scaling at up to $200K/month, plus programmatic and OTT skills. Gaps in WhatsApp mass-messaging and Spanish-language reach relevant to Harmoney's PR/Hispanic audience.",
"resonance": "Demonstrated creative testing and audience segmentation that improved CTR/CVR, but no evidence of resonance with subprime/credit-building consumers or Spanish-language messaging.",
"results": "Consistent quantified performance results: CPA $75->$50, CPL -28%, CVR +30%, ROAS 3.4-4.0, MQL/SQL growth — directly aligned with Harmoney's conversion-lift and CPL/CPA-reduction goals."
},
"match_reasons": [
{
"reason": "Hands-on full-stack growth operator running large paid budgets personally",
"evidence": "managed $200K/month across Meta and Google Ads (PMax/Search)"
},
{
"reason": "Proven CRO and CPL/CPA reduction in lead-gen environments",
"evidence": "reduction of the cost per acquisition from $75 to under $50; reduced CPL by 28%"
},
{
"reason": "Meta + Google paid social/search expertise matching current primary channels",
"evidence": "specialize in paid social, paid search, OTT, Amazon Ads, and CRO"
},
{
"reason": "Some financial-services lead-gen exposure",
"evidence": "led paid media and SEO for SignatureFD, a high-net-worth financial advisory firm"
}
],
"hard_fail_reasons": []
},
{
"schema_version": "CandidateEvaluationV1",
"candidate_id": "lucas_mondora_at_gmail_com",
"email": "lucas.mondora@gmail.com",
"name": "Lucas Mondora",
"score": 76,
"passes_all_hard": true,
"summary": "Lucas is a hands-on full-funnel growth/performance marketer with 9 years scaling DTC/ecommerce brands through Meta and Google Ads, CRO, and lifecycle. He personally executes campaigns, builds funnels/subscription flows, and has strong CRO proof (89% conversion lift, sub-$20 CPA from >$100). He clears the hard requirements on execution, funnel-build, CRO, and Meta. His notable gap is that his depth is overwhelmingly DTC ecommerce/CPG rather than subprime lending/financial services (though one Airwallex fintech engagement helps), and his channel mix skews Meta+Google rather than the SMS/WhatsApp mass-messaging and programmatic/geofencing the role also wants. WhatsApp and geofencing/programmatic experience are not evidenced.",
"synthesis_quote": "Achieved Meta ads profitability for a womens health brand by cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo; 89% increase in conversion rates through optimization of landing pages, website messaging, and advertorials.",
"weighted_scores": {
"hard_requirements_fit": {
"score": 76,
"weight": 25,
"evidence": "'growing DTC and e-commerce brands through Meta Ads, Google Ads, conversion rate optimization'; '89% increase in conversion rates'; 'Launched Airwallex's Google Advertising into the USA'",
"rationale": "Clears req-001 (hands-on strategy+execution), req-002 (funnel/infrastructure build from near-zero, e.g. building Google/CRM tracking and subscription funnels), req-003 (strong CRO proof), req-004 (Meta ads scaling), and req-005 (launched a new US market channel). Weaker on Credit Elevator-style lending GTM specifically and WhatsApp, so not maxed."
},
"functional_expertise": {
"score": 82,
"weight": 20,
"evidence": "'Owned 8-figures in advertising spend'; 'Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows'; 'Increased Revenue Per Session by 35% ... through a funnel and offer CRO'",
"rationale": "Deep, specific paid media + CRO + growth-funnel expertise with concrete metrics across many engagements. Core growth-marketer function is strongly evidenced."
},
"industry_audience_relevance": {
"score": 55,
"weight": 12,
"evidence": "'Airwallex, a global payments and financial services company'; '186% signups ... reduced customer acquisition cost by 13%'; otherwise CPG/DTC health & lifestyle brands",
"rationale": "One relevant fintech/payments engagement (Airwallex) is a real plus, but the bulk of experience is DTC ecommerce/CPG, not subprime lending, credit-building, or the US Hispanic/Spanish-language market central to this brief. No Spanish-language evidence."
},
"hands_on_execution": {
"score": 88,
"weight": 15,
"evidence": "'rebuilt their ad account structure from the ground up'; 'Built out subscription-only quiz funnels'; 'setting up upselling, bundling, and subscription quizzes to increase the Average Order Value from $34 to over $67'",
"rationale": "Clearly an operator who personally builds and optimizes campaigns, funnels, and flows rather than only advising. Strong match to the operator need."
},
"strategy_and_judgment": {
"score": 80,
"weight": 10,
"evidence": "'prioritizing marketing sprints, blending data, strategy, and ad campaigns'; 'Testing and optimizing offers until scalability and profitable units of economics was found'; 'Aligned marketing strategy & ad channel spend based on offer velocity, MER & retention'",
"rationale": "Shows diagnosis, prioritization, and translation of business goals into a practical plan, including reallocating budget with the CFO. Solid strategic judgment."
},
"tool_platform_fit": {
"score": 74,
"weight": 8,
"evidence": "'CRMs (Salesforce, HubSpot, etc)'; 'monitoring funnel metrics in Hubspot and Google Analytics'; 'Email tools (Mailchimp, Klaviyo, etc)'; 'ManyChat'; Postscript SMS",
"rationale": "Strong fit on HubSpot/Salesforce, Klaviyo, SMS (Postscript), ManyChat, Meta, Google. Missing explicit WhatsApp mass messaging and programmatic/geofencing tooling, which the role emphasizes."
},
"measurement_optimization": {
"score": 85,
"weight": 6,
"evidence": "'reducing customer acquisition cost by 13%'; 'Whitelabeled CRO strategy ... average conversion rate lift of 18% per test'; 'Built AI-First Creative Testing ... resulting in a 22% win rate'",
"rationale": "Extensive KPI ownership, attribution (Triplewhale, GA, GTM), and systematic testing with quantified iteration. Directly matches CPL/CPA and conversion-rate goals."
},
"availability_budget_fit": {
"score": 55,
"weight": 4,
"evidence": "'preferred_hourly_pay_rate: $95/hr'; 'I am TEMPORARILY outside of the American timezones ... My workday starts at 1pm Pacific Daylight Time'",
"rationale": "Active with availability and a reasonable rate, but a temporary non-US timezone with a late start could strain the direct-with-CEO, move-fast US launch cadence. Soft preference."
}
},
"final_score_rationale": "Biggest positives: exceptional hands-on execution and CRO/measurement proof (89% conversion lift, CPA cut from >$100 to sub-$20, 8-figures managed spend), plus a genuine US market channel launch (Airwallex US Google). These clear the core HARD requirements around operator-level strategy+execution, full-funnel build, CRO, and Meta. Biggest penalties: industry relevance is weak—almost entirely DTC ecommerce/CPG rather than subprime lending/credit products, and there is no Spanish-language/US Hispanic evidence, which is highly relevant here. Channel coverage is Meta+Google-heavy with SMS/email and ManyChat present, but WhatsApp mass messaging and programmatic/geofencing are not evidenced. Timezone caveat is a soft minus.",
"evidence_snippets": [
"Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows, Meta account rebuild and creative testing.",
"89% increase in conversion rates through the optimization of landing pages, website messaging, and advertorials.",
"Launched Airwallex's Google Advertising into the USA and grew to a spend of $60,000/mo.",
"300% improvement (4 to 18%) In Loyalty Program activation rates using Klaviyo and Postscript SMS using the Hook Model.",
"Led end-to-end growth programs across DTC ecommerce and CPG brands, from setting strategy, hiring teams, & growing brands to 6,000+ sales/mo.",
"I am TEMPORARILY outside of the American timezones ... My workday starts at 1pm Pacific Daylight Time.",
"Achieved Meta ads profitability for a womens health brand by cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo; 89% increase in conversion rates through optimization of landing pages, website messaging, and advertorials.",
"'growing DTC and e-commerce brands through Meta Ads, Google Ads, conversion rate optimization'; '89% increase in conversion rates'; 'Launched Airwallex's Google Advertising into the USA'"
],
"three_rs": {
"reach": "Strong on Meta and Google paid acquisition with 8-figure spend and proven US market entry; limited evidence on WhatsApp mass messaging, programmatic, and geofencing which the role wants expanded.",
"resonance": "Good offer/positioning and lifecycle judgment (AOV, subscription funnels, SMS/email remarketing), but no Spanish-language or subprime-credit audience resonance evidence.",
"reaction": "Excellent CRO and conversion optimization track record (89% lift, sub-$20 CPA, 18-22% test win rates) directly aligned to the 10-15% conversion-lift and CPL/CPA goals."
},
"match_reasons": [
{
"reason": "Hands-on full-funnel operator with strong CRO proof",
"evidence": "'Increased Revenue Per Session by 35% ... through a funnel and offer CRO'; '18% per test' conversion lift"
},
{
"reason": "Proven Meta paid social scaling and CPA reduction",
"evidence": "'Achieved Meta ads profitability ... cutting CPA 75% while scaling ad spend from <$1,000/mo to $70,000/mo'"
},
{
"reason": "CRM/automation and lifecycle tooling fit",
"evidence": "'monitoring funnel metrics in Hubspot and Google Analytics'; Klaviyo, Postscript SMS, ManyChat"
},
{
"reason": "Relevant fintech/payments US launch experience",
"evidence": "'Airwallex, a global payments and financial services company ... signups by 186% ... US ad spend from 0 to $60K/mo'"
}
],
"hard_fail_reasons": []
}
],
"finalist_rerank": {
"enabled": true,
"applied": true,
"file": "candidate-finalist-rerank.json",
"candidate_count": 12,
"error": null
},
"hard_fails": [
{
"candidate_id": "marketing_at_roxanech_com",
"email": "marketing@roxanech.com",
"name": "Roxane Chabassier",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US go-to-market launch for a financial/credit product; experience is DTC ecommerce product scaling, not regulated lending GTM.",
"req-003 (CRO in high-lead-volume direct-response lending): Optimization evidence is ROAS-based ecommerce, not proven CPL/CPA lift or lead-to-sale conversion in a subprime lending funnel.",
"req-004 partial (WhatsApp): Meta FB/IG proven but no WhatsApp advertising or mass-messaging evidence.",
"req-010 (financial services/fintech/subprime): No fintech, lending, or credit-product background in profile."
]
},
{
"candidate_id": "dlorango_at_gmail_com",
"email": "dlorango@gmail.com",
"name": "David Lorango",
"reasons": [
"req-005 (US GTM for Credit Elevator): No evidence of launching a regulated credit/lending or financial product; all GTM experience is CPG/DTC (boxed water, beverages, retail). The compound multi-loan/credit-building product launch in a subprime context is not demonstrated.",
"req-010 context weakens hard fit: No financial services, fintech, or subprime lending background anywhere in the profile — industries are Ecommerce, Local Businesses, Media, Services only."
]
},
{
"candidate_id": "kcharettejobs_at_gmail_com",
"email": "kcharettejobs@gmail.com",
"name": "Kevin Charette",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a consumer subprime/credit product go-to-market; all launch/GTM experience is B2B SaaS, so this hard requirement is unproven.",
"req-004 (Meta incl. WhatsApp): Runs Meta/Facebook ads but shows no WhatsApp messaging experience, a specified primary channel component.",
"req-010 context weakens req fit: No demonstrated subprime lending/fintech consumer lending or Spanish-language market experience, undermining confidence he can execute this direct-response consumer motion."
]
},
{
"candidate_id": "cynthia_hutchens_at_gmail_com",
"email": "cynthia.hutchens@gmail.com",
"name": "Cynthia Caridad",
"reasons": [
"req-004 Meta paid social: No evidence of running or scaling Facebook/Instagram/WhatsApp ads anywhere in the profile; skills and tools are email/CRM/lifecycle only.",
"req-003 CRO in high-lead-volume direct-response: No evidence of paid-funnel conversion rate optimization, CPL/CPA reduction, or landing-page/direct-response CRO; optimization work is limited to email deliverability/open rates.",
"req-005 US go-to-market launch for a product: No evidence of leading a product GTM launch; 'accelerated go-to-market' refers to campaign deployment speed, not a product market launch.",
"req-001 full-funnel growth operator: Profile is a lifecycle/retention specialist, not a full-funnel paid growth marketer who owns acquisition across channels.",
"req-002 full-funnel infra partially met for lifecycle but not for paid acquisition funnels/channels."
]
},
{
"candidate_id": "raquel_at_raquelbowles_com",
"email": "raquel@raquelbowles.com",
"name": "Raquel Bowles",
"reasons": [
"req-005 (US GTM for Credit Elevator): Only generic product/brand launch experience (fitness, food, packaging, hospitality); no regulated lending/credit-product go-to-market evidence.",
"req-004 partial / channel gap: Meta (Facebook/Instagram) covered, but no evidence of WhatsApp mass-messaging or scaled programmatic/geofencing, which the brief treats as core expansion channels.",
"req-010 (financial services/fintech/subprime): No fintech, lending, credit, or subprime experience anywhere in the profile.",
"Scale mismatch: Track record is single-location/franchise and ~250-300 member goals, not a ~3,000-leads/month high-volume direct-response conversion engine."
]
},
{
"candidate_id": "barri_at_risemarketing_uk",
"email": "barri@risemarketing.uk",
"name": "Barri Coen",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of launching a regulated financial/credit product or a US mainland go-to-market for a subprime lending product; prior launches are ecommerce/marketplace/events, not comparable.",
"req-010 (financial services/subprime lending, IMPORTANT): No fintech, lending, or credit-building experience anywhere in the profile.",
"req-004 partial risk (Meta incl. WhatsApp): Facebook/Instagram experience present, but no WhatsApp advertising/mass-messaging evidence, which is a named part of the current primary channel."
]
},
{
"candidate_id": "baldev_asnanie_at_gmail_com",
"email": "baldev.asnanie@gmail.com",
"name": "Baldev Asnanie",
"reasons": [
"req-002 (Full-funnel build & marketing infrastructure from near-zero): No evidence of building funnels, customer journeys, or CRM/marketing-automation infrastructure from scratch—profile is paid-acquisition focused, not lifecycle/infrastructure build.",
"req-005 (US go-to-market launch for Credit Elevator): No evidence of leading a structured product go-to-market launch; 'New product launch' is a listed skill tag with no supporting narrative or credit/lending product context."
]
},
{
"candidate_id": "eugenepark81_at_gmail_com",
"email": "eugenepark81@gmail.com",
"name": "Eugene Park",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a B2C consumer-product US mainland launch; his GTM experience is B2B SaaS demand-gen (Technicolor, Mirantis), not a direct-response consumer credit/loan product launch.",
"req-010-adjacent industry gap weakens hard fit: No financial services subprime/non-traditional lending or fintech consumer-credit experience; BlackLine is B2B financial-automation software, not consumer lending.",
"Weak coverage of important consumer DR channels central to this role: no WhatsApp mass-messaging or SMS lifecycle (req-006) and no scaled programmatic/geofencing (req-007) evidence."
]
},
{
"candidate_id": "cdigrazia_freelancer_at_gmail_com",
"email": "cdigrazia.freelancer@gmail.com",
"name": "Christopher Di Grazia",
"reasons": [
"req-004 (Meta paid social scale): No evidence of running/scaling Meta ads across FB/IG/WhatsApp; only a generic 'Facebook Ads Manager' platform mention with no performance or spend detail.",
"req-003 (CRO in high-lead-volume direct-response): No demonstrated conversion-rate optimization, CPL/CPA reduction, or funnel CRO in a direct-response environment; metrics shown are email/demand-gen influenced revenue.",
"req-005 (US GTM for Credit Elevator): US launch experience is for an indoor gardening product, not a structured subprime/credit financial product; no fintech GTM proof.",
"req-010 (financial services/fintech/subprime): Only lending touchpoint is a 2013-2015 customer service role, not marketing; industries are Ecommerce/Media/Software."
]
},
{
"candidate_id": "darylwilliams02_at_gmail_com",
"email": "darylwilliams02@gmail.com",
"name": "Daryl Williams",
"reasons": [
"req-004 Meta paid social: No evidence of running or scaling Facebook/Instagram/WhatsApp ads; profile is email/CRM-focused with no paid-media buying.",
"req-003 CRO in high-lead-volume direct-response paid environment: Optimization evidence is lifecycle/email, not paid-funnel CPL/CPA reduction.",
"req-005 US go-to-market launch for Credit Elevator: No product launch or US GTM experience shown; work is CRM implementation and lifecycle programs.",
"req-002 partial risk: Full-funnel infrastructure is CRM/lifecycle only, not the paid acquisition-to-conversion engine (Meta, SEM, programmatic) required."
]
},
{
"candidate_id": "stephen_shew_at_gmail_com",
"email": "stephen.shew@gmail.com",
"name": "Stephen Shew",
"reasons": [
"req-004 Meta paid social (FB/IG/WhatsApp): No evidence of running or scaling Meta ads anywhere in profile; toolset and history are email/automation only.",
"req-003 Conversion rate optimization: No CRO in a high-lead-volume direct-response paid environment; measurement is email-level (UTMs, A/B), not CPL/CPA/conversion-rate lift.",
"req-005 US go-to-market launch for Credit Elevator: Only a brief email cross-sell 'GTM strategy' mention at Magnus; no evidence of leading a structured US product launch.",
"req-001 Hands-on full-funnel growth marketer: He is a channel specialist (email/automation), not a strategy+execution operator across the full funnel and multiple paid channels.",
"req-002 Full-funnel build from near-zero: Builds email infrastructure only; no evidence of building full acquisition-to-conversion engine across paid, search, and programmatic channels."
]
},
{
"candidate_id": "useracquisitionconsultant_at_gmail_com",
"email": "useracquisitionconsultant@gmail.com",
"name": "Chris Ahn",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a compound credit/loan product; work history is DTC apps, e-commerce, hotel rewards, and healthcare demand—no lending product launch analog.",
"req-010 (financial services/subprime lending): No operating experience in financial services, fintech, or subprime lending; only a generic 'Finance/FinTech' subindustry tag with no lending-specific work described.",
"req-004/channel breadth risk: No demonstrated WhatsApp mass messaging or programmatic/geofencing scaling, both central to the role's channel expansion (Meta ads present, but WhatsApp/programmatic unproven).",
"req-011 (Spanish-language/US Hispanic market): No evidence of Spanish-language or US Hispanic audience marketing, which is highly relevant to Harmoney's PR/Miami market."
]
},
{
"candidate_id": "erynn_at_ethicagency_com",
"email": "erynn@ethicagency.com",
"name": "Erynn Hart",
"reasons": [
"req-004 (Meta paid social scaling): No evidence of running or scaling Facebook/Instagram/WhatsApp ad campaigns; 'Ad Copy (Facebook)' is listed as a skill but no paid-social results appear in work history.",
"req-003 (CRO in high-volume direct response): No proven conversion-rate lift, CPL/CPA reduction, or funnel conversion optimization in a direct-response environment; results are organic traffic and email engagement.",
"req-005 (US GTM launch for Credit Elevator): No credit/lending or subprime product launch experience; GTM work is B2B content/demand-gen launches, not a structured consumer-credit go-to-market.",
"req-002 (full-funnel infra from near-zero): Partially met via demand-gen/CRM builds, but centered on content rather than the multi-channel acquisition-to-conversion engine (paid, SMS, WhatsApp, programmatic) this role specifies."
]
},
{
"candidate_id": "nprasath2511_at_gmail_com",
"email": "nprasath2511@gmail.com",
"name": "Narayan Prasath",
"reasons": [
"req-003 (CRO in high-lead-volume B2C direct-response): CRO proof exists but is entirely in B2B enterprise SaaS long sales cycles, not consumer direct-response at ~3,000 leads/month.",
"req-004 (Meta FB/IG/WhatsApp scaling): Facebook/Instagram listed but no evidence of scaling Meta as a primary consumer acquisition channel; Meta usage is minor and B2B-oriented; no WhatsApp.",
"req-005 (US GTM for Credit Elevator consumer credit product): All launches are B2B SaaS products (insurance tech, fleet AI, data management); no consumer financial/credit product launch experience.",
"req-010 (financial services / subprime lending): No fintech, consumer lending, or subprime experience anywhere in the profile."
]
},
{
"candidate_id": "eganjover_at_gmail_com",
"email": "eganjover@gmail.com",
"name": "Egan Jover",
"reasons": [
"req-001 (Hands-on full-funnel growth marketer): Profile is an email/lifecycle specialist (roles: Email Marketer), with no evidence of owning strategy + execution across the full acquisition-to-conversion funnel.",
"req-003 (CRO): No evidence of conversion rate optimization, CPL/CPA reduction, or funnel diagnosis in a direct-response environment; measurement is email-only.",
"req-004 (Meta paid social): No Meta/Facebook/Instagram/WhatsApp ads experience anywhere in the profile.",
"req-005 (US GTM launch for Credit Elevator): No product go-to-market launch experience; work is campaign/lifecycle execution for existing brands."
]
},
{
"candidate_id": "nnatale001_at_gmail_com",
"email": "nnatale001@gmail.com",
"name": "Nick Natale",
"reasons": [
"Profile status is inactive."
]
},
{
"candidate_id": "oherschmann_at_gmail_com",
"email": "oherschmann@gmail.com",
"name": "Ori Herschmann",
"reasons": [
"Profile status is inactive."
]
},
{
"candidate_id": "sam_at_bravemedia_com",
"email": "sam@bravemedia.com",
"name": "Sam Omidi",
"reasons": [
"req-004 (Meta paid social incl. WhatsApp): Only generic mention of 'lead generation campaigns on Google and Meta platforms' and a 'Facebook' tool tag; no evidence of scaling Meta ads or any WhatsApp advertising.",
"req-005 (US GTM launch for Credit Elevator): Has 'New product launch' skill and ecommerce launches, but no structured US mainland go-to-market launch for a financial/credit product; not demonstrated in a comparable context.",
"req-010 (Financial services/subprime lending) and req-011 (Spanish-language/US Hispanic market): No experience in fintech/subprime lending or Spanish-language markets, which are important-to-preferred and core to this audience."
]
},
{
"candidate_id": "thuphamnelson_at_blankbrief_com",
"email": "thuphamnelson@blankbrief.com",
"name": "Thu Nelson",
"reasons": [
"req-004 (Meta paid social): No work-history evidence of running or scaling Facebook/Instagram/WhatsApp ad campaigns; Facebook/Instagram appear only as generic listed tools, not managed ad channels.",
"req-005 (US GTM launch for Credit Elevator): GTM experience is internal product/platform GTM (Best Buy Personalization API), not a consumer-facing US mainland launch of a lending/credit product.",
"req-010-adjacent hard concern: No financial services / fintech / subprime lending experience, and no direct-response high-lead-volume paid acquisition engine, which the HARD full-funnel/CRO reqs assume in this context.",
"req-002 partial: While she can build lifecycle/CRM infrastructure, there is no evidence of building a multi-channel paid acquisition-to-conversion engine as the role requires."
]
},
{
"candidate_id": "yykholeif_at_gmail_com",
"email": "yykholeif@gmail.com",
"name": "Youssef Kholeif",
"reasons": [
"Profile status is OFFBOARDED."
]
},
{
"candidate_id": "bing_han33_at_gmail_com",
"email": "bing.han33@gmail.com",
"name": "Bing Han",
"reasons": [
"req-004 (Meta paid social) weak: profile shows only 'experimenting with new advertising channels such as Facebook and Instagram ads,' not scaled Meta ad management across FB/IG/WhatsApp.",
"req-005 (US go-to-market launch for Credit Elevator) absent: no evidence of leading a US mainland GTM launch for a consumer credit/lending product; GTM experience is in B2B SaaS/healthcare contexts.",
"req-010 (financial services / subprime lending) not demonstrated in work history despite Finance/FinTech tags; no credit-building or subprime lending experience shown."
]
},
{
"candidate_id": "kurlyrtr_at_gmail_com",
"email": "kurlyrtr@gmail.com",
"name": "Kirill Lantsouzovski",
"reasons": [
"Profile status is OFFBOARDED."
]
},
{
"candidate_id": "shane_at_ownedgrowth_com",
"email": "shane@ownedgrowth.com",
"name": "Shane Mulcahy",
"reasons": [
"req-004 (Meta paid social): No Facebook/Instagram/WhatsApp ads experience; his paid social experience is LinkedIn Ads only.",
"req-005 (US Credit Elevator GTM): No evidence of leading a US mainland go-to-market launch for a consumer credit/lending product.",
"req-010 (Financial services/subprime): No fintech, subprime, or non-traditional lending background; experience is B2B SaaS and DTC ecommerce.",
"req-007 (Programmatic & geofencing): No programmatic or geofencing experience shown.",
"req-002 partial: Full-funnel infrastructure shown mainly in B2B SaaS/DTC, not a high-lead-volume subprime consumer engine from near-zero."
]
},
{
"candidate_id": "digitalexpertamanda_at_gmail_com",
"email": "digitalexpertamanda@gmail.com",
"name": "Amanda Luke",
"reasons": [
"req-001 (Hands-on full-funnel growth marketer): Profile is a single-lane email/SMS lifecycle specialist ('roles: Email Marketer'), not a full-funnel growth operator across paid, funnel, and GTM.",
"req-002 (Full-funnel infrastructure from near-zero): Builds email/SMS programs 'from the ground up' but no evidence of building funnels/customer journeys or acquisition-to-conversion engine beyond email.",
"req-003 (CRO in high-lead-volume direct-response): CRO evidence is email-flow optimization (abandoned cart), not paid direct-response funnel CRO to lift conversion / reduce CPL/CPA.",
"req-004 (Meta paid social FB/IG/WhatsApp): No paid media or Meta Ads experience anywhere in the profile.",
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a product go-to-market launch."
]
},
{
"candidate_id": "ellie_stamouli_at_hotmail_com",
"email": "ellie.stamouli@hotmail.com",
"name": "Ellie Stamouli",
"reasons": [
"req-004 (Meta paid social scaling): No evidence of hands-on running/scaling Meta ads across FB/IG/WhatsApp; paid social work was advisory/upskilling and programmatic/search were agency-managed.",
"req-003 (CRO in high-volume direct-response): No evidence of CPL/CPA reduction or funnel CRO in a direct-response lead environment; optimization work is email-channel focused.",
"req-005 (US GTM for Credit Elevator lending product): GTM experience is in ecommerce/climate-tech, with no lending/credit-product or subprime launch experience.",
"req-001 (hands-on full-funnel growth operator): Hands-on strength is concentrated in email/CRM lifecycle, not across the paid acquisition funnel the role requires; recent roles are fractional CMO/advisory."
]
},
{
"candidate_id": "andrew_at_effectivemarketinginc_com",
"email": "andrew@effectivemarketinginc.com",
"name": "Andrew Parker",
"reasons": [
"req-004 (Meta paid social scaling): Holds Meta Ads certification and managed paid budgets, but no concrete evidence of running/scaling Facebook/Instagram/WhatsApp ads in a consumer acquisition funnel — paid experience appears B2B/general, not proven Meta scaling.",
"req-003 (CRO in high-lead-volume DR environment): CRO evidence is teaching (course creation) and email open/CTR/deliverability improvements, not a proven 10-15% conversion lift or CPL/CPA reduction in a direct-response consumer funnel.",
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US mainland go-to-market product launch for a consumer credit/lending product.",
"req-010 (partial, financial/subprime): Hello Funding is B2B funding lead-gen, not subprime consumer credit-building; no subprime/fintech consumer lending background."
]
},
{
"candidate_id": "janky_patel_at_gmail_com",
"email": "janky.patel@gmail.com",
"name": "Janky Patel",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a new product or entering a new market; experience is ongoing DTC ecommerce optimization, not product/market launch.",
"req-003 (CRO in high-lead-volume direct-response lending): CRO evidence is ecommerce checkout/ROAS, not high-lead-volume lead-gen direct-response funnels for a lending product; conversion context does not match.",
"req-002 (full-funnel infrastructure from near-zero): No evidence of standing up CRM/marketing automation or full acquisition-to-conversion infrastructure from near-zero; CRM only listed as a tool, not built.",
"req-010 (financial services/subprime lending): No financial services, fintech, or subprime lending background — entirely beauty/jewelry/CPG ecommerce."
]
},
{
"candidate_id": "jhana_ellard_at_gmail_com",
"email": "jhana.ellard@gmail.com",
"name": "Jhana Ellard",
"reasons": [
"req-003 (CRO): No evidence of high-lead-volume direct-response conversion rate optimization with 10-15% conversion lifts or CPL/CPA reduction; experience is ecommerce revenue/ticket sales, not lead-funnel CRO.",
"req-005 (US GTM for Credit Elevator): No experience launching a financial/credit product go-to-market; launch work is festival/ecommerce only.",
"req-002 (full-funnel infrastructure from near-zero): Partial only — built ad programs from scratch but no proof of standing up CRM/customer-journey/lifecycle automation engine for a ~3,000 lead/month direct-response operation.",
"req-010 (financial services/fintech/subprime): No financial services, fintech, or subprime lending background in profile."
]
},
{
"candidate_id": "mychal_turpin_at_gmail_com",
"email": "mychal.turpin@gmail.com",
"name": "Mychal Turpin",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a financial/credit product; launch experience is DTC ecommerce (Shopify transition, product launches) only.",
"req-010 (financial services/fintech/subprime lending): Industries are Ecommerce, Local Businesses, Media, Services with B2C DTC subindustries (Alcohol, Pet, Subscriptions, Travel); no lending/credit background.",
"req-002 (full-funnel infrastructure from near-zero): Funnel-build evidence is ecommerce-oriented, not a high-lead-volume lending acquisition-to-conversion engine or CRM/automation stood up from scratch.",
"req-011 (Spanish-language/US Hispanic market): No evidence of Spanish-language or Hispanic-market marketing experience relevant to PR/Miami expansion.",
"req-006 & req-009 (email/SMS/WhatsApp lifecycle; CRM stand-up): No email/SMS/WhatsApp lifecycle programs and no HubSpot/Salesforce marketing-automation stand-up in profile."
]
},
{
"candidate_id": "mikektatum_at_gmail_com",
"email": "mikektatum@gmail.com",
"name": "Mike K. Tatum",
"reasons": [
"req-004 (Meta paid social scaling): Only one dated, small-scale Facebook acquisition example (GoCollect 2019, $20K/mo); no evidence of scaling Meta across FB/IG/WhatsApp in a high-volume acquisition context.",
"req-001 (hands-on full-funnel growth operator): Profile is overwhelmingly lifecycle/CRM and demand-gen; lacks proof of personally owning and executing multi-channel paid acquisition growth as required.",
"req-007 (programmatic & geofencing) not addressed by any hard-tier requirement but reinforces the acquisition gap: no programmatic or geofencing experience shown, indicating the growth-operator scope is not fully covered."
]
},
{
"candidate_id": "brian_at_briancliette_me",
"email": "brian@briancliette.me",
"name": "Brian Cliette",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US mainland go-to-market launch for a compound multi-loan/credit product; product-launch experience is limited to DTC wellness/SaaS contexts.",
"req-010 context weakens req-001/req-002: No financial services, fintech, or subprime lending background; full-funnel infrastructure builds shown in SaaS/DTC, not a near-zero regulated lending environment.",
"req-004 depth (Meta incl. WhatsApp): Meta/FB/IG present but no evidence of WhatsApp mass messaging at scale, a HARD current-primary channel component.",
"Overall: partial coverage of HARD channel requirements and absent industry/GTM proof means hard requirements are not fully satisfied."
]
},
{
"candidate_id": "addicted2ppc_at_gmail_com",
"email": "addicted2ppc@gmail.com",
"name": "Esteban Martinez",
"reasons": [
"req-004 (Meta paid social): No evidence of running or scaling Meta/Facebook/Instagram/WhatsApp ads as a primary channel; Meta only appears as a creative source reused in Google Performance Max campaigns.",
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured go-to-market launch for a new product or market; experience is optimization of existing campaigns, not launch planification.",
"req-002 (Full-funnel infrastructure from near-zero): Partial only — strong on paid-search and landing-page optimization but no evidence of building customer journeys/lifecycle infrastructure or CRM from scratch.",
"req-010 (Financial services / subprime lending): No fintech, lending, or credit-product experience; portfolio is consumer ecommerce, beauty, and local services."
]
},
{
"candidate_id": "brittannyoung_at_gmail_com",
"email": "brittannyoung@gmail.com",
"name": "Brittany Young",
"reasons": [
"req-002 Full-funnel build & marketing infrastructure: No evidence of building funnels/customer journeys across channels; experience is confined to email/SMS lifecycle.",
"req-003 Conversion rate optimization: No evidence of lead-conversion CRO, CPL/CPA reduction, or direct-response funnel optimization; metrics are email-revenue focused.",
"req-004 Meta paid social: No Meta/Facebook/Instagram/WhatsApp ads or any paid social experience anywhere in the profile.",
"req-005 US go-to-market launch: No evidence of leading a product GTM launch."
]
},
{
"candidate_id": "gtharris88_at_gmail_com",
"email": "gtharris88@gmail.com",
"name": "Glenn Harris",
"reasons": [
"req-004 (Meta paid social) FAILS: no evidence of running or scaling Facebook/Instagram/WhatsApp ads anywhere in profile — skills and tools contain no paid social.",
"req-005 (US GTM launch for Credit Elevator) FAILS: no product launch or go-to-market leadership evidence; work is lifecycle audits and email tests.",
"req-002 (full-funnel build from near-zero) PARTIAL/FAILS: journey/lifecycle mapping present but no acquisition-funnel or full-funnel paid infrastructure build.",
"req-003 (CRO in high-lead-volume direct-response) PARTIAL/FAILS: strong email A/B testing but no CPL/CPA reduction or paid direct-response conversion optimization.",
"req-007 (programmatic & geofencing) FAILS: no programmatic or geofencing experience listed.",
"req-008 (Google SEM) FAILS: no paid search experience listed."
]
},
{
"candidate_id": "rlevin1792_at_gmail_com",
"email": "rlevin1792@gmail.com",
"name": "Rob Levin",
"reasons": [
"req-005 (US go-to-market launch for Credit Elevator): No evidence of leading a structured US mainland GTM launch for a financial/credit product; experience is media/streaming/DTC subscription acquisition, not a regulated product launch.",
"req-010-adjacent weakness feeding hard fit: No financial services / fintech / subprime lending experience, undermining confidence in the Credit Elevator launch and compliance-sensitive lending context.",
"Practical concern: has_availability is false, and no SMS/WhatsApp mass-messaging or CRM/marketing-automation stand-up evidence to build the near-zero infrastructure Harmoney requires."
]
},
{
"candidate_id": "tony_at_blastoffppc_com",
"email": "tony@blastoffppc.com",
"name": "Antonio Romo",
"reasons": [
"Profile status is OFFBOARDED."
]
},
{
"candidate_id": "gloria_at_roguestories_com",
"email": "gloria@roguestories.com",
"name": "Gloria Chik",
"reasons": [
"req-005 (US GTM launch for Credit Elevator): No evidence of leading a structured US mainland go-to-market for a credit/lending or any regulated financial product; all GTM work is DTC ecommerce/retail.",
"req-010-adjacent context: Financial services background is asserted in the bio but unsubstantiated in work history, and there is no subprime lending, credit-building, or high-lead-volume direct-response funnel evidence to anchor the lending-specific hard requirements."
]
},
{
"candidate_id": "kzbrzezny_at_yahoo_com",
"email": "kzbrzezny@yahoo.com",
"name": "Kate Zbrzezny",
"reasons": [
"req-005 (US GTM launch for Credit Elevator subprime credit product): No evidence of leading a go-to-market launch for a financial/lending product; all launch experience is ecommerce brands (pools, bridal, garden, baby prints).",
"req-010-adjacent hard gap: No financial services / fintech / subprime lending background, which underpins the Credit Elevator launch and CRO in a regulated direct-response lending context.",
"Supporting gaps against IMPORTANT hard-context needs: no demonstrated WhatsApp mass messaging, SMS, programmatic/geofencing, or CRM/marketing-automation stand-up (HubSpot/Salesforce) experience."
]
}
]
}