AImatch Review Admin

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

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-1y3x3o83sedqs3mv8npokq1y3x3o0q3b - 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
john@wilcocreative.net
Lead name
John Murphy
Company domain
wilcocreative.net
Lead source
typeform
Duration
13s
Context consumed
no

Typeform Quality Gate completed

Gate status
completed
Classification
valid_lead
Confidence
high
Should enrich
yes
Skipped by gate
no
Reason
Complete, coherent lead submission with consistent business details. Real marketing agency owner/contact with verifiable company domain, work email, phone, and budget qualification. Organic Instagram conversion from legitimate paid campaign. No actual test/spam markers despite deterministic signal flag.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

complete_form_fillwork_email_domain_matchvalid_phone_formatbusiness_website_providedbudget_qualifiedclear_role_requestconsistent_company_detailsorganic_channel_attributionmarketing_agency_verticallegitimate_utm_parameters

Enriched Data Summary

Lead / Contact

Name
John Murphy
Email
john@wilcocreative.net
Source
minimal

John Murphy is a contact at Wilco Creative (wilcocreative.net), a marketing agency. Title, LinkedIn profile, and location information are not currently available in our systems. This represents a cold prospect requiring initial qualification.

Company

Name
Wilco Creative
Domain
wilcocreative.net
Industry
Marketing Agency
Employees
< 10
HQ / Country
US

Wilco Creative is a marketing agency operating in the creative services industry. The company operates via the domain wilcocreative.net. Limited intelligence is available on company size, organizational structure, revenue, or funding history. No hiring signals have been detected, and there are curr...

HubSpot

No HubSpot match fields found.

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-06T23:46:55Z
Response token
1y3x3o83sedqs3mv8npokq1y3x3o0q3b
Company
Wilco Creative
Website
https://www.wilcocreative.net
Region
US
Industry
Marketing Agency
Employees
< 10
Budget qualified
Yes
Heard from
Instagram
AI interest
yes

Requested roles

Content EngineerCreative Strategist

Open Typeform response

Marketing Signals

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

Top SEO Keywords

None found

Sources And Signals

Sources used
apollo, prospeo, typeform, adyntel, dataforseo, llm_synthesis
Total API calls
9
Enriched at
2026-07-06T23:47:12.439Z
Person waterfall
apollo, prospeo

Marketing platforms

None found

Ad platforms

None found

Tracking platforms

None found

Competitors

None found

Enrichment Drilldown

Contact Dossier

John Murphy is a contact at Wilco Creative (wilcocreative.net), a marketing agency. Title, LinkedIn profile, and location information are not currently available in our systems. This represents a cold prospect requiring initial qualification.

Company Background

Wilco Creative is a marketing agency operating in the creative services industry. The company operates via the domain wilcocreative.net. Limited intelligence is available on company size, organizational structure, revenue, or funding history. No hiring signals have been detected, and there are currently zero open marketing roles listed.

Marketing Team Analysis

Wilco Creative's marketing team size and composition are unknown. With zero open marketing roles detected, there are no immediate signals of team expansion or growth initiatives. This suggests either a stable, fully-staffed operation or a company that is not currently focused on scaling marketing capacity.

Ad Strategy Analysis

Wilco Creative currently has no active advertising presence across Facebook, Google, or LinkedIn. This indicates either a below-the-fold digital marketing strategy, reliance on organic/word-of-mouth channels, or a gap in paid media execution that represents a potential service opportunity for MarketerHire.

SEO Analysis

Domain ranking, organic traffic volume, keyword performance, and estimated organic value are not available in current intelligence. No top-performing keywords have been identified. This data gap prevents assessment of Wilco Creative's organic search visibility and represents an opportunity to conduct a comprehensive SEO audit.

Pain Points 5
  • Absence of active paid advertising campaigns across major platforms (Facebook, Google, LinkedIn)
  • Unknown paid media strategy or potential underutilization of digital advertising channels
  • Limited visibility into current marketing performance metrics and KPIs
  • Potential gap in SEO optimization or organic search visibility
  • No apparent brand visibility through paid search or social media advertising
Talking Points 5
  • As a creative agency, Wilco Creative may benefit from amplifying their own brand visibility through paid media strategy
  • Zero active ads across major platforms suggests an opportunity to establish or refresh paid campaigns
  • MarketerHire can conduct a competitive paid media audit to identify messaging and platform gaps
  • Discussing current organic vs. paid marketing split could reveal optimization opportunities
  • Exploring whether the ad absence is strategic choice or capacity constraint is key discovery question
Recommended Services 5
  • Paid media strategy development and execution (Facebook, Google, LinkedIn)
  • SEO audit and organic search optimization
  • Marketing performance audit and competitive intelligence assessment
  • Paid search (Google Ads) campaign setup and management
  • Social media advertising strategy and content creation
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": "John Murphy",
    "first_name": "John",
    "last_name": "Murphy",
    "email": "john@wilcocreative.net",
    "title": null,
    "linkedin_url": null,
    "phone": null,
    "company_name": null,
    "company_domain": null,
    "location": null,
    "experience": [],
    "source": "minimal"
  },
  "company": {
    "name": "Wilco Creative",
    "domain": "wilcocreative.net",
    "description": null,
    "linkedin_url": null,
    "industry": "Marketing Agency",
    "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": [],
    "monthly_organic_value_usd": null,
    "monthly_paid_clicks": null,
    "monthly_google_ads_budget_usd": null
  },
  "typeform": {
    "schema_version": "AimatchTypeformFormFillV1",
    "event_id": "01KWWX7RXMM9WEZD7G1W9W8AH6",
    "event_type": "form_response",
    "form_id": "TZICUTDF",
    "form_title": "Hire a Marketer - Calendly Scheduler",
    "response_token": "1y3x3o83sedqs3mv8npokq1y3x3o0q3b",
    "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b#responses",
    "landed_at": "2026-07-06T23:44:15Z",
    "submitted_at": "2026-07-06T23:46:55Z",
    "hidden": {
      "client_ip": "",
      "client_user_agent": "Mozilla/5.0 (iPhone; CPU iPhone OS 26_5_1 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Mobile/23F81 Instagram 436.0.0.24.53 (iPhone18,1; iOS 26_5_1; en_US; en; scale=3.00; 1206x2622; IABMV/1; 1005037813) Safari/604.1",
      "event_source_domain": "marketerhire.com",
      "event_source_url": "https://marketerhire.com/hire",
      "fbc": "fb.1.1783381442534.PAcGRvZgJmZGlkFlCgoMGyxyS4CdtfqyvvzbFylcLpvNtleHRuA2FlbQEwAGFkaWQBqzfOfqro6XNydGMGYXBwX2lkDzEyNDAyNDU3NDI4NzQxNAABp77UydsGjez_t9F6Ufi2u89MV1W1wPEYMyRnTOtFRXDz0tRa8hGZ4r54hYRj_aem_YWXqUTAvFMzZJ_zbsKLaTQ",
      "fbp": "fb.1.1783381442540.414841422793802347",
      "gclid": "",
      "gspk": "",
      "gsxid": "",
      "hutk": "dadbc161071ab862e71edb2f74d467ec",
      "locale": "en-US",
      "metadata_cid": "",
      "page_path": "/hire",
      "page_referrer": "https://marketerhire.com/?utm_placement=Instagram_Feed",
      "page_search": "",
      "page_title": "Hire Expert Marketers, On-Demand",
      "page_url": "https://marketerhire.com/hire",
      "sid": "dc0e69de-92ec-488e-8f6c-8c20ffe3d5bc",
      "staging_typeform": "false",
      "test_data": "",
      "tid": "",
      "type": "utm",
      "utm_campaign": "CreativeTesting_US_ABO_070825",
      "utm_content": "RoleBased_CreativeSpecialist_V1.2B_W21_Static_Home_060926",
      "utm_medium": "paid-social",
      "utm_placement": "Instagram_Feed",
      "utm_source": "facebook",
      "utm_term": "Purchase_Prospecting_US_Broad_25-55_IG_RH-W21_RoleBased_060926",
      "vwo_uuid": ""
    },
    "lead": {
      "first_name": "John",
      "last_name": "Murphy",
      "full_name": "John Murphy",
      "email": "john@wilcocreative.net",
      "phone": "+16159063617",
      "company_name": "Wilco Creative",
      "website": "https://www.wilcocreative.net",
      "company_domain": "wilcocreative.net",
      "region": "US",
      "industry": "Marketing Agency",
      "employee_range": "< 10",
      "budget_qualified": "Yes",
      "requested_roles": [
        "Content Engineer",
        "Creative Strategist"
      ],
      "heard_from": "Instagram",
      "ai_interest": true
    },
    "answers_by_ref": {
      "typeform_hire_size": "< 10",
      "YlqUQr5mQMu8": "< 10",
      "typeform_hire_industry": "Marketing Agency",
      "TK4T2WX0c7Eo": "Marketing Agency",
      "typeform_hire_type": [
        "Content Engineer",
        "Creative Strategist"
      ],
      "wRvrzxnKcRMr": [
        "Content Engineer",
        "Creative Strategist"
      ],
      "typeform_hire_budget": "Yes",
      "vTRxUICCGFPs": "Yes",
      "typeform_hire_hear": "Instagram",
      "xJYoYuJvTL4Q": "Instagram",
      "typeform_ai_interest": true,
      "ByDAPIic55hW": true,
      "firstName": "John",
      "8HJW0tV5P3pd": "John",
      "lastName": "Murphy",
      "A5Le74CJlWAm": "Murphy",
      "typeform_hire_company_name": "Wilco Creative",
      "tQUJtggpMeIi": "Wilco Creative",
      "website": "https://www.wilcocreative.net",
      "U9o4ukSndqMI": "https://www.wilcocreative.net",
      "typeform_hire_region": "US",
      "VWYkMOV6hNpt": "US",
      "phone": "+16159063617",
      "lOOwyIkq2Wqn": "+16159063617",
      "email": "john@wilcocreative.net",
      "QlH0uYKsMtI3": "john@wilcocreative.net"
    },
    "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=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "Marketing Agency",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": [
          "Content Engineer",
          "Creative Strategist"
        ],
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "Yes",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "Instagram",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&fieldId=ByDAPIic55hW#responses"
      },
      {
        "field_id": "8HJW0tV5P3pd",
        "field_ref": "firstName",
        "field_type": "short_text",
        "field_title": "*What's your first name?*",
        "answer_type": "text",
        "value": "John",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "Murphy",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "Wilco Creative",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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://www.wilcocreative.net",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "+16159063617",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&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": "john@wilcocreative.net",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1y3x3o83sedqs3mv8npokq1y3x3o0q3b&fieldId=QlH0uYKsMtI3#responses"
      }
    ]
  },
  "hubspot": null,
  "synthesis": {
    "contact_dossier": "John Murphy is a contact at Wilco Creative (wilcocreative.net), a marketing agency. Title, LinkedIn profile, and location information are not currently available in our systems. This represents a cold prospect requiring initial qualification.",
    "company_background": "Wilco Creative is a marketing agency operating in the creative services industry. The company operates via the domain wilcocreative.net. Limited intelligence is available on company size, organizational structure, revenue, or funding history. No hiring signals have been detected, and there are currently zero open marketing roles listed.",
    "marketing_team_analysis": "Wilco Creative's marketing team size and composition are unknown. With zero open marketing roles detected, there are no immediate signals of team expansion or growth initiatives. This suggests either a stable, fully-staffed operation or a company that is not currently focused on scaling marketing capacity.",
    "ad_strategy_analysis": "Wilco Creative currently has no active advertising presence across Facebook, Google, or LinkedIn. This indicates either a below-the-fold digital marketing strategy, reliance on organic/word-of-mouth channels, or a gap in paid media execution that represents a potential service opportunity for MarketerHire.",
    "seo_analysis": "Domain ranking, organic traffic volume, keyword performance, and estimated organic value are not available in current intelligence. No top-performing keywords have been identified. This data gap prevents assessment of Wilco Creative's organic search visibility and represents an opportunity to conduct a comprehensive SEO audit.",
    "pain_points": [
      "Absence of active paid advertising campaigns across major platforms (Facebook, Google, LinkedIn)",
      "Unknown paid media strategy or potential underutilization of digital advertising channels",
      "Limited visibility into current marketing performance metrics and KPIs",
      "Potential gap in SEO optimization or organic search visibility",
      "No apparent brand visibility through paid search or social media advertising"
    ],
    "talking_points": [
      "As a creative agency, Wilco Creative may benefit from amplifying their own brand visibility through paid media strategy",
      "Zero active ads across major platforms suggests an opportunity to establish or refresh paid campaigns",
      "MarketerHire can conduct a competitive paid media audit to identify messaging and platform gaps",
      "Discussing current organic vs. paid marketing split could reveal optimization opportunities",
      "Exploring whether the ad absence is strategic choice or capacity constraint is key discovery question"
    ],
    "recommended_services": [
      "Paid media strategy development and execution (Facebook, Google, LinkedIn)",
      "SEO audit and organic search optimization",
      "Marketing performance audit and competitive intelligence assessment",
      "Paid search (Google Ads) campaign setup and management",
      "Social media advertising strategy and content creation"
    ]
  },
  "metadata": {
    "enriched_at": "2026-07-06T23:47:12.439Z",
    "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 4s 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.