{
  "schema_version": "FinalistRerankV1",
  "role_key": "growth-marketer",
  "recommended_order": [
    {
      "candidate_id": "jsniezko_at_gmail_com",
      "email": "jsniezko@gmail.com",
      "name": "Jeremy Sniezko",
      "rank": 1,
      "recommendation": "recommend",
      "score_adjustment": 0,
      "rationale": "Strongest overall fit: a hands-on operator with direct subprime consumer-lending experience at Possible Finance, proven Spanish-language campaign wins, Miami base (exact timezone/HQ match), and deep quantified CRO/CPA reduction. He is the only finalist combining subprime lending, Spanish-market execution, and geography, which maps almost perfectly to Harmoney's Puerto Rico-to-Miami expansion. Passes all HARD requirements.",
      "tradeoffs": [
        "Lifecycle (SMS/WhatsApp mass messaging) and geofencing only lightly evidenced (ManyChat, Doubleclick)",
        "Near-zero marketing-infrastructure/CRM stand-up and a formal Credit Elevator GTM launch are inferred from adjacent skills rather than shown outright",
        "Several overlapping active roles pose a mild bandwidth risk for a fast-moving mandate"
      ],
      "evidence_snippets": [
        "Growth Marketer at Possible Finance... Repeatedly broke monthly new loan records",
        "Launched Spanish language campaigns which beat previous CPA record by over 50%",
        "managed $55M+ in spend across all the major ad platforms",
        "Reduced CPA of existing clients by up to 50%",
        "location: Miami, Florida, US"
      ]
    },
    {
      "candidate_id": "g_at_u13n_com",
      "email": "g@u13n.com",
      "name": "Garrison Yang",
      "rank": 2,
      "recommendation": "recommend",
      "score_adjustment": 0,
      "rationale": "Nearest match on the core lending-CRO problem: at Upstart he scaled Meta to $100K/day and ran signal segmentation to improve credit-applicant quality plus form-flow CRO reducing bounce, and delivered a -10% CPL / +150% leads result at SurveyMonkey. This is an almost exact analog of Harmoney's high-lead-volume, weak-conversion subprime funnel. Passes all HARD requirements.",
      "tradeoffs": [
        "No Spanish-language / US Hispanic / Puerto Rico market experience, a central audience for this brief",
        "No explicit WhatsApp mass messaging or geofencing evidence",
        "Pacific timezone (workable but offset from Miami)"
      ],
      "evidence_snippets": [
        "scaled Facebook advertising budget to $100,000 per day... signal segmentation which improved the quality of credit applicants",
        "reduction in the net cost per lead by an estimated 10%... expanded the volume of leads generated by 150%",
        "enhancements to Upstart's form flow, resulting in reduced friction and lower bounce rates",
        "integrating top-of-funnel acquisition strategies with existing user lifecycle marketing"
      ]
    },
    {
      "candidate_id": "nikhil_at_nikhilrao_io",
      "email": "nikhil@nikhilrao.io",
      "name": "Nikhil Rao",
      "rank": 3,
      "recommendation": "recommend",
      "score_adjustment": 0,
      "rationale": "Hands-on paid acquisition operator with fintech neobank (Avant) experience, including running Meta ads under special ad categories (directly relevant to lending compliance), building new digital channels from near-zero, standing up martech/reporting, and holding CAC while scaling spend and lifting lead volume 300%. Strong infrastructure-build and programmatic/geofencing signals. Passes all HARD requirements.",
      "tradeoffs": [
        "No explicit subprime lending or Spanish-language/US Hispanic market experience",
        "Product-launch experience is adjacent, not a formal US mainland GTM launch",
        "Lighter direct evidence on WhatsApp/SMS mass messaging"
      ],
      "evidence_snippets": [
        "establishment and scaling of new digital channels, including paid search, paid social, and email syndication",
        "managing Facebook ads within special ad categories, ensuring compliance",
        "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",
        "Launched the digital prescreen... at 70% the CAC of the traditional marketing channels"
      ]
    },
    {
      "candidate_id": "annabellewilson_info_at_gmail_com",
      "email": "annabellewilson.info@gmail.com",
      "name": "Annabelle Wilson",
      "rank": 4,
      "recommendation": "recommend",
      "score_adjustment": 0,
      "rationale": "Full-funnel growth + lifecycle operator with directly relevant financial-services lending experience (Ritchie Bros. Financial Services: $1B+ pre-approvals, 20K+ web applications, $72M financing) and proven marketing-automation/CRM stand-up (Salesforce Pardot, Dotmailer, HubSpot). Her lifecycle-journey depth directly addresses the ~3,000 leads/month nurture and infrastructure-from-zero need. Passes all HARD requirements.",
      "tradeoffs": [
        "No WhatsApp mass messaging, SMS, or programmatic/geofencing evidence (channels central to this brief)",
        "No Spanish-language / US Hispanic market experience",
        "Strong SEO/content lane only partially transferable to a paid/lifecycle-led mandate"
      ],
      "evidence_snippets": [
        "Marketing Manager at Ritchie Bros. Financial Services... generating $1B+ in financial pre-approvals",
        "Generated 20k+ web applications, resulting in $72M in financing and $6.5M in revenue",
        "Designed and implemented new marketing automation journeys contributing to 20% YOY growth",
        "reducing Facebook CPC by 50%",
        "leading Salesforce Pardot adoption"
      ]
    },
    {
      "candidate_id": "juda_borrayo_at_gmail_com",
      "email": "juda.borrayo@gmail.com",
      "name": "Juda Borrayo",
      "rank": 5,
      "recommendation": "recommend",
      "score_adjustment": 0,
      "rationale": "Hands-on paid-media + CRO operator with genuine financial-services experience (Island Federal Credit Union: +78% conversions, -41% cost per conversion), strong CPL reduction (~50%) and enrollment growth of 2.3x in a direct-response context, and Florida (Jupiter) location aligning with the Miami base. Passes all HARD requirements and offers a rare combination of financial-services proof plus geography.",
      "tradeoffs": [
        "Credit union work is prime/traditional banking, not subprime lending",
        "No WhatsApp/SMS mass messaging or programmatic/geofencing evidence",
        "No Spanish-language / US Hispanic market experience; formal US GTM product launch inferred, not shown"
      ],
      "evidence_snippets": [
        "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... Enrollments grew 2.3x",
        "Managed Paid Media Campaigns and A/B Testing of over $2,500,000",
        "location: Jupiter, Florida, US"
      ]
    },
    {
      "candidate_id": "dillon_at_theconvertlab_com",
      "email": "dillon@theconvertlab.com",
      "name": "Dillon Zolnierczyk",
      "rank": 6,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "Excellent hands-on full-funnel operator with the clearest infrastructure/CRM-from-near-zero proof in the pool: funnel rebuilds, GTM/CAPI tracking, HubSpot+Salesforce attribution, and GoHighLevel automations, plus strong CPL/CPA reductions in high-lead-volume direct response. Passes all HARD requirements; ranked just below top five due to weaker industry/audience adjacency.",
      "tradeoffs": [
        "No subprime/fintech lending experience (verticals are home builders, tutoring, events)",
        "No WhatsApp/SMS mass messaging, programmatic/geofencing, or Spanish-language market evidence"
      ],
      "evidence_snippets": [
        "Slashed booked appt costs by 75% ($1,000 to $250) through funnel re-engineering",
        "Built a tracking system using GTM and CAPI to link paid ad traffic to CRM lead status",
        "built HubSpot+Salesforce attribution/reporting to tie ads to revenue",
        "Increased Annual New Customers by 334% (698 -> 3028)"
      ]
    }
  ],
  "near_misses": [
    {
      "candidate_id": "shaungh_wolf_at_gmail_com",
      "email": "shaungh.wolf@gmail.com",
      "name": "Shaungh Wolf",
      "rank": 7,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "Elite functional/CRO operator ($400M+ paid spend, Daily Harvest CPA $550->$250, 50% CPA cut) who passes all HARD requirements, but industry lane is DTC ecommerce with only light web3 fintech, no subprime lending, and no Spanish-market experience. His $200/hr rate also likely exceeds the ~$12-15K/month soft envelope. A GM should review him if raw performance-media horsepower is prioritized over industry adjacency and budget.",
      "tradeoffs": [
        "No subprime/consumer-lending or Spanish-language/US Hispanic experience",
        "No WhatsApp mass messaging or geofencing execution shown",
        "$200/hr rate may exceed the soft budget target"
      ],
      "evidence_snippets": [
        "$400M+ paid spend managed across Meta, Google, TikTok, Amazon",
        "reduce the CPA from $550 to $250",
        "50% reduction in the cost per acquisition (CPA), achieved while scaling the advertising spend",
        "Fintech & Web3 (StormX, GDA Capital, Secure Digital Markets)"
      ]
    },
    {
      "candidate_id": "ro_at_roahmarketing_com",
      "email": "ro@roahmarketing.com",
      "name": "Ro Ahuja",
      "rank": 8,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "Strong hands-on operator with a completed HubSpot stand-up plus customer-journey automations and 50% CPL improvement, US-based and budget-friendly. Held out of the top tier by essentially no relevant industry (salons, dog grooming, landscaping), no fintech/subprime, and no Spanish-market or WhatsApp/geofencing proof. Worth reviewing for infrastructure-build strength.",
      "tradeoffs": [
        "No financial services/fintech/subprime lending experience",
        "No Spanish-language/US Hispanic market or WhatsApp/geofencing evidence",
        "Only ~20 hrs/week availability"
      ],
      "evidence_snippets": [
        "Improved CPL cost efficiency by 50%",
        "Full HubSpot onboarding complete with customer journey automations",
        "Scaled Google Ads Spend from $70K a month to $160K a month... while maintaining CPA Goals"
      ]
    },
    {
      "candidate_id": "lucas_mondora_at_gmail_com",
      "email": "lucas.mondora@gmail.com",
      "name": "Lucas Mondora",
      "rank": 9,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "Strong hands-on CRO/paid operator (89% conversion lift, CPA cut 75%) with one relevant fintech US launch (Airwallex) and SMS/ManyChat lifecycle exposure. Held back by predominantly DTC/CPG lane, no subprime lending, no Spanish-market evidence, and a temporary non-US timezone that could strain the fast, CEO-direct launch cadence.",
      "tradeoffs": [
        "Depth is DTC ecommerce/CPG, not subprime lending",
        "No Spanish-language/US Hispanic or WhatsApp/geofencing evidence",
        "Temporary non-US timezone (workday starts 1pm PDT)"
      ],
      "evidence_snippets": [
        "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",
        "Decreased Meta CPA from $89 to sub $25 via AI enabled performance creative workflows"
      ]
    },
    {
      "candidate_id": "andreylucha_at_gmail_com",
      "email": "andreylucha@gmail.com",
      "name": "Andre Lucha",
      "rank": 10,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "Senior full-funnel growth leader with strong strategy/measurement and fintech/blockchain exposure, but marquee roles are VP-level leading 15-25 person teams, raising a delegation-vs-operator risk for a role that explicitly wants hands-on doing. Fintech is crypto/investment, not subprime consumer lending, and no Spanish-market fit. Review only if a more strategic operator is acceptable.",
      "tradeoffs": [
        "Director/VP-leaning profile vs. explicit hands-on-operator need",
        "Fintech is crypto/investment, not subprime consumer lending",
        "No Spanish-language/US Hispanic or WhatsApp/geofencing evidence"
      ],
      "evidence_snippets": [
        "built out sales funnels and customer journey maps... over 100 lead conversions in a quarter (Eternyze)",
        "20% year-over-year reduction in Customer Acquisition Costs",
        "The launch of Hume by FitTrack... led to $2 million in ARR in its first year"
      ]
    },
    {
      "candidate_id": "jakemadoff210_at_gmail_com",
      "email": "jakemadoff210@gmail.com",
      "name": "Jake Madoff",
      "rank": 11,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "Solid hands-on Meta/Google operator with quantified CPA/CVR wins and some financial-services lead-gen, but his finance work is high-net-worth advisory/investor targeting, the opposite end from subprime consumers. Lifecycle/WhatsApp and GTM launch are skill-tags rather than case studies, and no Spanish-market fit.",
      "tradeoffs": [
        "Finance experience is HNW advisory/investor, not subprime consumer lending",
        "Lifecycle/WhatsApp/SMS and structured GTM launch are thinly evidenced",
        "No Spanish-language/US Hispanic market experience"
      ],
      "evidence_snippets": [
        "managed $200K/month across Meta and Google Ads (PMax/Search)",
        "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"
      ]
    },
    {
      "candidate_id": "kevinquangchicagobooth_at_gmail_com",
      "email": "kevinquangchicagobooth@gmail.com",
      "name": "Kevin Quang",
      "rank": 12,
      "recommendation": "alternate",
      "score_adjustment": 0,
      "rationale": "One of the few candidates with concrete geofencing execution and strong direct-response lead-gen/CRO, plus a very low rate. However, no fintech/subprime lending, no Spanish-market experience, weakest industry fit in the pool, and some Director-level advisory framing temper the operator read. Worth reviewing specifically for geofencing capability.",
      "tradeoffs": [
        "No financial services/subprime lending background; weakest industry relevance",
        "No Spanish-language/US Hispanic or WhatsApp/SMS lifecycle evidence",
        "Some recent titles skew Director-level/advisory"
      ],
      "evidence_snippets": [
        "geofencing technology to target potential patients within a 5-mile radius",
        "Drove a 20%+ month-over-month increase in patient conversions",
        "Generated a 50% increase in qualified leads within one quarter"
      ]
    }
  ],
  "overall_rationale": "All eleven candidates pass the five HARD requirements, so ranking is driven by depth of evidence on the role-specific problem: a high-lead-volume, weak-conversion subprime lending funnel that must be built from near-zero, expanded across Meta/email/SMS/WhatsApp/programmatic-geofencing, and launched into the US Hispanic mainland market for the Credit Elevator product. I prioritized concrete proof on (1) subprime/consumer-lending direct-response CRO, (2) hands-on operator execution, (3) Spanish-language/US Hispanic market fit, and (4) infrastructure/CRM stand-up. Jeremy Sniezko leads because he uniquely combines direct subprime lending (Possible Finance), proven Spanish-language campaign wins, and a Miami base. Garrison Yang is the closest functional analog on the lending-CRO problem (Upstart credit-applicant funnel work, -10% CPL/+150% leads) but lacks Spanish-market fit. Nikhil Rao brings fintech neobank + lending-compliance Meta and infrastructure builds. Annabelle Wilson adds the strongest financial-services lifecycle/CRM stand-up depth. Juda Borrayo offers real financial-services (credit union) results plus Florida geography. Dillon Zolnierczyk has the clearest near-zero infrastructure/CRM build but weaker industry adjacency, so he rounds out the recommended set as an alternate. Near misses (Shaungh Wolf, Ro Ahuja, Lucas Mondora, Andre Lucha, Jake Madoff, Kevin Quang) are strong operators but fall short on subprime lending relevance, Spanish-market fit, the wanted lifecycle/programmatic channels, budget, timezone, or an operator-vs-advisory read. Every candidate shares the common gaps of thin WhatsApp mass-messaging and, for most, missing Spanish-language experience, so those should be probed in interviews regardless of rank."
}