AImatch Review Admin

No-auth review of AImatch pipeline artifacts and LLM outputs from the live VM.

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-orxe2tso76cor57rgsole3vjkfy2ww57 - standalone enrichment artifact

manifest JSONv2 enrichment JSONraw enrichment JSONquality gate JSON

Company Enrichment completed

enrichment manifest v2 enrichment JSON raw context input quality gate JSON

Lead email
logan@shoptechs.com
Lead name
Logan Gelzer
Company domain
shoptechs.com
Lead source
typeform
Duration
21s
Context consumed
no

Typeform Quality Gate completed

Gate status
completed
Classification
valid_lead
Confidence
high
Should enrich
yes
Skipped by gate
no
Reason
Legitimate business inquiry with coherent, complete profile. Real name, valid company domain email, phone number, website, and company details all align. Organic Google traffic through paid search funnel. Budget disqualification does not indicate test/spam—actual small business exploring options.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

valid_company_domain_emailphone_number_providedwebsite_matches_company_domaincoherent_company_profileorganic_paid_search_sourcecomplete_form_fillconsistent_contact_detailsreal_name_pattern

Enriched Data Summary

Lead / Contact

Name
Logan Gelzer
Email
logan@shoptechs.com
Source
minimal

Logan Gelzer at Shop Techs (shoptechs.com). Title and direct contact details unknown. No LinkedIn profile identified. Location and career background not available in current data.

Company

Name
Shop Techs
Domain
shoptechs.com
Industry
Services
Employees
< 10
HQ / Country
US

Shop Techs operates in the services industry with domain shoptechs.com. Core business focus appears centered on Shopify expertise and services including migration, maintenance, theme customization, and specialist consulting. Company size, revenue, funding status, and organizational structure remain...

HubSpot

No HubSpot match fields found.

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-07T15:30:58Z
Response token
orxe2tso76cor57rgsole3vjkfy2ww57
Company
Shop Techs
Website
https://shoptechs.com
Region
US
Industry
Services
Employees
< 10
Budget qualified
No
Heard from
Google
AI interest
yes

Requested roles

Other

Open Typeform response

Marketing Signals

0ads found
0organic keywords
0organic traffic
0backlinks
Ad counts
Facebook: 0, Google: 0, LinkedIn: 0

Top SEO Keywords

shopify expert near meshopify expert agencyshopify migration expertshopify maintenance servicesshopify specialistshopify theme customization servicesshopify agency new yorkshopify experts london

Sources And Signals

Sources used
apollo, prospeo, typeform, adyntel, dataforseo, llm_synthesis
Total API calls
9
Enriched at
2026-07-07T15:31:23.739Z
Person waterfall
apollo, prospeo

Marketing platforms

None found

Ad platforms

None found

Tracking platforms

None found

Competitors

None found

Enrichment Drilldown

Contact Dossier

Logan Gelzer at Shop Techs (shoptechs.com). Title and direct contact details unknown. No LinkedIn profile identified. Location and career background not available in current data.

Company Background

Shop Techs operates in the services industry with domain shoptechs.com. Core business focus appears centered on Shopify expertise and services including migration, maintenance, theme customization, and specialist consulting. Company size, revenue, funding status, and organizational structure remain unknown.

Marketing Team Analysis

No marketing team size or composition data available. Zero open roles detected, suggesting either a lean team or fully staffed operations. Marketing team structure and capacity constraints cannot be assessed from current intelligence.

Ad Strategy Analysis

Shop Techs currently operates with zero paid advertising presence across Facebook, Google, and LinkedIn platforms. No active ad campaigns detected. This indicates either organic-only marketing strategy or untapped digital advertising channels. Significant opportunity exists to develop paid acquisition strategy.

SEO Analysis

Shop Techs ranks across relevant Shopify service keywords including: "shopify expert near me" (position 29), "shopify experts london" (position 41), "shopify expert agency" (position 49), "shopify specialist" (position 59), "shopify agency new york" (position 65), "shopify theme customization services" (position 69), "shopify migration expert" (position 68), and "shopify maintenance services" (position 77). Domain authority metrics, total organic traffic, and monthly organic value are unmeasured. Keyword ranking spread indicates established organic presence but limited top-ranking asset.

Pain Points 5
  • Absence of paid advertising infrastructure across major channels (Google, Facebook, LinkedIn)
  • Scattered SEO rankings without clear top-position dominance despite Shopify focus
  • No visibility into marketing team capacity, suggesting potential resource constraints
  • Lack of ad data indicates possible underutilization of demand-generation channels
  • Unknown marketing strategy or documented approach to customer acquisition
Talking Points 4
  • Shop Techs demonstrates established organic visibility for Shopify services but hasn't activated paid channels to capture demand at scale
  • Current SEO footprint covers 8+ relevant keywords but lacks top-3 rankings—suggesting content or link-building optimization opportunity
  • Zero active ad campaigns represent untapped growth lever; competitive Shopify agencies likely running Google Ads and LinkedIn campaigns
  • Marketing team structure is unknown but zero open roles may indicate capacity constraints for executing new demand-generation initiatives
Recommended Services 5
  • Paid search strategy and Google Ads management for high-intent Shopify service keywords
  • LinkedIn advertising to reach enterprise and mid-market buyers seeking Shopify expertise
  • SEO content optimization and link-building to move top keywords into positions 1-10
  • Marketing team assessment and hiring strategy to support scaled demand generation
  • Ad account audit and competitive benchmarking against Shopify agencies in similar markets (New York, London)
Facebook ads 0

No sample ads in the enrichment artifact.

Google ads 0

No sample ads in the enrichment artifact.

LinkedIn ads 0

No sample ads in the enrichment artifact.

Compact enrichment JSON preview
{
  "schema_version": "AimatchCompanyEnrichmentV1",
  "person": {
    "full_name": "Logan Gelzer",
    "first_name": "Logan",
    "last_name": "Gelzer",
    "email": "logan@shoptechs.com",
    "title": null,
    "linkedin_url": null,
    "phone": null,
    "company_name": null,
    "company_domain": null,
    "location": null,
    "experience": [],
    "source": "minimal"
  },
  "company": {
    "name": "Shop Techs",
    "domain": "shoptechs.com",
    "description": null,
    "linkedin_url": null,
    "industry": "Services",
    "sub_industries": [],
    "country": "US",
    "headquarters": null,
    "company_type": null,
    "employee_count": null,
    "employee_count_range": "< 10",
    "revenue_range": null,
    "estimated_revenue_lower_usd": null,
    "estimated_revenue_upper_usd": null,
    "funding_stage": null,
    "total_raised_usd": null,
    "last_raised_amount_usd": null,
    "last_funding_date": null,
    "last_funding_round_type": null,
    "investors": [],
    "days_since_last_fundraise": null,
    "marketing_headcount": null,
    "open_marketing_jobs": null,
    "hiring_remotely": null,
    "department_breakdown": null,
    "department_growth_6mo": null,
    "hiring_signals": {
      "cmo": false,
      "growth_marketer": false,
      "email_marketer": false,
      "paid_social": false,
      "paid_search": false,
      "seo": false,
      "social_media": false,
      "content": false,
      "brand": false
    },
    "priority": null,
    "priority_reason": null,
    "target_customer": null,
    "content_platform": null,
    "marketing_platforms": [],
    "ad_platforms": [],
    "tracking_platforms": [],
    "monthly_visitors": null,
    "traffic_source_paid_pct": null,
    "traffic_source_search_pct": null,
    "traffic_source_social_pct": null,
    "traffic_source_direct_pct": null,
    "top_competitors": []
  },
  "ads": {
    "facebook": {
      "active": false,
      "ad_count": 0,
      "sample_ads": []
    },
    "google": {
      "active": false,
      "ad_count": 0,
      "sample_ads": []
    },
    "linkedin": {
      "active": false,
      "ad_count": 0,
      "sample_ads": []
    },
    "keywords": {
      "organic_count": null,
      "paid_count": null,
      "avg_cpc": null
    }
  },
  "seo": {
    "domain_rank": null,
    "organic_traffic": null,
    "organic_keywords": null,
    "backlinks": null,
    "referring_domains": null,
    "top_organic_keywords": [
      {
        "keyword": "shopify expert near me",
        "position": 29,
        "search_volume": 210
      },
      {
        "keyword": "shopify expert agency",
        "position": 49,
        "search_volume": 110
      },
      {
        "keyword": "shopify migration expert",
        "position": 68,
        "search_volume": 110
      },
      {
        "keyword": "shopify maintenance services",
        "position": 77,
        "search_volume": 50
      },
      {
        "keyword": "shopify specialist",
        "position": 59,
        "search_volume": 50
      },
      {
        "keyword": "shopify theme customization services",
        "position": 69,
        "search_volume": 50
      },
      {
        "keyword": "shopify agency new york",
        "position": 65,
        "search_volume": 30
      },
      {
        "keyword": "shopify experts london",
        "position": 41,
        "search_volume": 30
      },
      {
        "keyword": "shopify tech",
        "position": 48,
        "search_volume": 30
      }
    ],
    "monthly_organic_value_usd": null,
    "monthly_paid_clicks": null,
    "monthly_google_ads_budget_usd": null
  },
  "typeform": {
    "schema_version": "AimatchTypeformFormFillV1",
    "event_id": "01KWYK8CQNR7254HBEM9MG7XQ2",
    "event_type": "form_response",
    "form_id": "TZICUTDF",
    "form_title": "Hire a Marketer - Calendly Scheduler",
    "response_token": "orxe2tso76cor57rgsole3vjkfy2ww57",
    "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57#responses",
    "landed_at": "2026-07-07T15:11:45Z",
    "submitted_at": "2026-07-07T15:30:58Z",
    "hidden": {
      "client_ip": "",
      "client_user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/149.0.0.0 Safari/537.36",
      "event_source_domain": "marketerhire.com",
      "event_source_url": "https://marketerhire.com/hire?_gl=1*1da5yb8*_up*MQ..*_gs*MQ..",
      "fbc": "",
      "fbp": "fb.1.1783437082121.644475849554832579",
      "gclid": "CjwKCAjwx7LSBhB3EiwAjcodxDKL371Sz9RROp1N7ZkckAXBLiL5t6jRaCJ7140SSFeAlzbWsbfKcRoCACgQAvD_BwE",
      "gspk": "",
      "gsxid": "",
      "hutk": "c3a02a3fcb16b8051d7e3f04bc4014c7",
      "locale": "en-US",
      "metadata_cid": "",
      "page_path": "/hire",
      "page_referrer": "https://marketerhire.com/pricing?utm_placement=g",
      "page_search": "?_gl=1*1da5yb8*_up*MQ..*_gs*MQ..",
      "page_title": "Hire Expert Marketers, On-Demand",
      "page_url": "https://marketerhire.com/hire?_gl=1*1da5yb8*_up*MQ..*_gs*MQ..",
      "sid": "d51eb0ee-23ae-44d2-aa11-eaaaf4de7037",
      "staging_typeform": "false",
      "test_data": "",
      "tid": "",
      "type": "utm",
      "utm_campaign": "NA-Search-Brand-Generic",
      "utm_content": "marketer hire",
      "utm_medium": "Google",
      "utm_placement": "g",
      "utm_source": "Paid",
      "utm_term": "Brand-Exact",
      "vwo_uuid": ""
    },
    "lead": {
      "first_name": "Logan",
      "last_name": "Gelzer",
      "full_name": "Logan Gelzer",
      "email": "logan@shoptechs.com",
      "phone": "+13053172807",
      "company_name": "Shop Techs",
      "website": "https://shoptechs.com",
      "company_domain": "shoptechs.com",
      "region": "US",
      "industry": "Services",
      "employee_range": "< 10",
      "budget_qualified": "No",
      "requested_roles": [
        "Other"
      ],
      "heard_from": "Google",
      "ai_interest": true
    },
    "answers_by_ref": {
      "typeform_hire_size": "< 10",
      "YlqUQr5mQMu8": "< 10",
      "typeform_hire_industry": "Services",
      "TK4T2WX0c7Eo": "Services",
      "typeform_hire_type": [
        "Other"
      ],
      "wRvrzxnKcRMr": [
        "Other"
      ],
      "typeform_hire_budget": "No",
      "vTRxUICCGFPs": "No",
      "typeform_hire_hear": "Google",
      "xJYoYuJvTL4Q": "Google",
      "typeform_ai_interest": true,
      "ByDAPIic55hW": true,
      "firstName": "Logan",
      "8HJW0tV5P3pd": "Logan",
      "lastName": "Gelzer",
      "A5Le74CJlWAm": "Gelzer",
      "typeform_hire_company_name": "Shop Techs",
      "tQUJtggpMeIi": "Shop Techs",
      "website": "https://shoptechs.com",
      "U9o4ukSndqMI": "https://shoptechs.com",
      "typeform_hire_region": "US",
      "VWYkMOV6hNpt": "US",
      "phone": "+13053172807",
      "lOOwyIkq2Wqn": "+13053172807",
      "email": "logan@shoptechs.com",
      "QlH0uYKsMtI3": "logan@shoptechs.com"
    },
    "answers": [
      {
        "field_id": "YlqUQr5mQMu8",
        "field_ref": "typeform_hire_size",
        "field_type": "multiple_choice",
        "field_title": "*How many employees are at your company?*",
        "answer_type": "choice",
        "value": "< 10",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=YlqUQr5mQMu8#responses"
      },
      {
        "field_id": "TK4T2WX0c7Eo",
        "field_ref": "typeform_hire_industry",
        "field_type": "multiple_choice",
        "field_title": "*What industry is your company in?*",
        "answer_type": "choice",
        "value": "Services",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=TK4T2WX0c7Eo#responses"
      },
      {
        "field_id": "wRvrzxnKcRMr",
        "field_ref": "typeform_hire_type",
        "field_type": "multiple_choice",
        "field_title": "*What kind of marketer(s) do you need?*",
        "answer_type": "choices",
        "value": [
          "Other"
        ],
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=wRvrzxnKcRMr#responses"
      },
      {
        "field_id": "vTRxUICCGFPs",
        "field_ref": "typeform_hire_budget",
        "field_type": "multiple_choice",
        "field_title": "*Is your hiring budget at least $4,000/month per marketer?*",
        "answer_type": "choice",
        "value": "No",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=vTRxUICCGFPs#responses"
      },
      {
        "field_id": "xJYoYuJvTL4Q",
        "field_ref": "typeform_hire_hear",
        "field_type": "multiple_choice",
        "field_title": "*How did you hear about us?*",
        "answer_type": "choice",
        "value": "Google",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=xJYoYuJvTL4Q#responses"
      },
      {
        "field_id": "ByDAPIic55hW",
        "field_ref": "typeform_ai_interest",
        "field_type": "yes_no",
        "field_title": "*Are you interested in transforming your marketing organization with AI?*",
        "answer_type": "boolean",
        "value": true,
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=ByDAPIic55hW#responses"
      },
      {
        "field_id": "8HJW0tV5P3pd",
        "field_ref": "firstName",
        "field_type": "short_text",
        "field_title": "*What's your first name?*",
        "answer_type": "text",
        "value": "Logan",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=8HJW0tV5P3pd#responses"
      },
      {
        "field_id": "A5Le74CJlWAm",
        "field_ref": "lastName",
        "field_type": "short_text",
        "field_title": "*What's your last name, **{{field:firstName}}*?",
        "answer_type": "text",
        "value": "Gelzer",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=A5Le74CJlWAm#responses"
      },
      {
        "field_id": "tQUJtggpMeIi",
        "field_ref": "typeform_hire_company_name",
        "field_type": "short_text",
        "field_title": "*What is your company's name?*",
        "answer_type": "text",
        "value": "Shop Techs",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=tQUJtggpMeIi#responses"
      },
      {
        "field_id": "U9o4ukSndqMI",
        "field_ref": "website",
        "field_type": "website",
        "field_title": "*What is your company's website URL?*",
        "answer_type": "url",
        "value": "https://shoptechs.com",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=U9o4ukSndqMI#responses"
      },
      {
        "field_id": "VWYkMOV6hNpt",
        "field_ref": "typeform_hire_region",
        "field_type": "multiple_choice",
        "field_title": "*Which region are you in?*",
        "answer_type": "choice",
        "value": "US",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=VWYkMOV6hNpt#responses"
      },
      {
        "field_id": "lOOwyIkq2Wqn",
        "field_ref": "phone",
        "field_type": "phone_number",
        "field_title": "*And what's your phone number?*",
        "answer_type": "phone_number",
        "value": "+13053172807",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=lOOwyIkq2Wqn#responses"
      },
      {
        "field_id": "QlH0uYKsMtI3",
        "field_ref": "email",
        "field_type": "email",
        "field_title": "*And finally, what is your *_*work*_* email address?*",
        "answer_type": "email",
        "value": "logan@shoptechs.com",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=orxe2tso76cor57rgsole3vjkfy2ww57&fieldId=QlH0uYKsMtI3#responses"
      }
    ]
  },
  "hubspot": null,
  "synthesis": {
    "contact_dossier": "Logan Gelzer at Shop Techs (shoptechs.com). Title and direct contact details unknown. No LinkedIn profile identified. Location and career background not available in current data.",
    "company_background": "Shop Techs operates in the services industry with domain shoptechs.com. Core business focus appears centered on Shopify expertise and services including migration, maintenance, theme customization, and specialist consulting. Company size, revenue, funding status, and organizational structure remain unknown.",
    "marketing_team_analysis": "No marketing team size or composition data available. Zero open roles detected, suggesting either a lean team or fully staffed operations. Marketing team structure and capacity constraints cannot be assessed from current intelligence.",
    "ad_strategy_analysis": "Shop Techs currently operates with zero paid advertising presence across Facebook, Google, and LinkedIn platforms. No active ad campaigns detected. This indicates either organic-only marketing strategy or untapped digital advertising channels. Significant opportunity exists to develop paid acquisition strategy.",
    "seo_analysis": "Shop Techs ranks across relevant Shopify service keywords including: \"shopify expert near me\" (position 29), \"shopify experts london\" (position 41), \"shopify expert agency\" (position 49), \"shopify specialist\" (position 59), \"shopify agency new york\" (position 65), \"shopify theme customization services\" (position 69), \"shopify migration expert\" (position 68), and \"shopify maintenance services\" (position 77). Domain authority metrics, total organic traffic, and monthly organic value are unmeasured. Keyword ranking spread indicates established organic presence but limited top-ranking asset.",
    "pain_points": [
      "Absence of paid advertising infrastructure across major channels (Google, Facebook, LinkedIn)",
      "Scattered SEO rankings without clear top-position dominance despite Shopify focus",
      "No visibility into marketing team capacity, suggesting potential resource constraints",
      "Lack of ad data indicates possible underutilization of demand-generation channels",
      "Unknown marketing strategy or documented approach to customer acquisition"
    ],
    "talking_points": [
      "Shop Techs demonstrates established organic visibility for Shopify services but hasn't activated paid channels to capture demand at scale",
      "Current SEO footprint covers 8+ relevant keywords but lacks top-3 rankings—suggesting content or link-building optimization opportunity",
      "Zero active ad campaigns represent untapped growth lever; competitive Shopify agencies likely running Google Ads and LinkedIn campaigns",
      "Marketing team structure is unknown but zero open roles may indicate capacity constraints for executing new demand-generation initiatives"
    ],
    "recommended_services": [
      "Paid search strategy and Google Ads management for high-intent Shopify service keywords",
      "LinkedIn advertising to reach enterprise and mid-market buyers seeking Shopify expertise",
      "SEO content optimization and link-building to move top keywords into positions 1-10",
      "Marketing team assessment and hiring strategy to support scaled demand generation",
      "Ad account audit and competitive benchmarking against Shopify agencies in similar markets (New York, London)"
    ]
  },
  "metadata": {
    "enriched_at": "2026-07-07T15:31:23.739Z",
    "sources_used": [
      "apollo",
      "prospeo",
      "typeform",
      "adyntel",
      "dataforseo",
      "llm_synthesis"
    ],
    "person_waterfall_attempts": [
      "apollo",
      "prospeo"
    ],
    "total_api_calls": 9,
    "enrichment_version": "1.0.0"
  }
}

Provider Coverage

ProviderStatusReasonLatencyAPI CallsError
apollo completed 0s 1 -
prospeo completed 0s 1 -
crustdata_company completed 0s 1 -
dataforseo_overview completed 0s 1 -
dataforseo_keywords completed 1s 1 -
adyntel completed 13s 3 -
llm_synthesis completed 8s 1 -

Form-Fill Matches not run

No form-fill match artifacts found. Matching is disabled unless run manually or enabled with AIMATCH_TYPEFORM_MATCHING_ENABLED.