AImatch Review Admin

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

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0 - 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
support@gotall.app
Lead name
Evan Liu
Company domain
gotall.app
Lead source
typeform
Duration
15s
Context consumed
no

Typeform Quality Gate completed

Gate status
completed
Classification
valid_lead
Confidence
high
Should enrich
yes
Skipped by gate
no
Reason
Legitimate lead with verifiable company details, proper budget qualification, and coherent intent. Form fill is complete with valid contact info (work email, phone), company website, and clear hiring need (Paid Social Media Marketer). Organic traffic from ChatGPT referral is plausible for B2B SaaS discovery. No spam or placeholder indicators despite deterministic signal note.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

work_email_domain_matchcomplete_company_detailsvalid_phone_numberbudget_qualified_yesspecific_role_requestedchatgpt_organic_referralcoherent_form_completionreasonable_company_size_and_industry

Enriched Data Summary

Lead / Contact

Name
Evan Liu
Email
support@gotall.app
Source
minimal

Name: Evan Liu | Title: Unknown | Company: GoTall | LinkedIn: Unknown | Location: Unknown | Experience: Unknown

Company

Name
GoTall
Domain
gotall.app
Industry
Apps
Employees
< 10
HQ / Country
US

GoTall operates in the Apps industry via gotall.app. Company size, funding history, revenue, and detailed team structure are not available. No hiring signals detected. Marketing team headcount and open roles are not disclosed.

HubSpot

No HubSpot match fields found.

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-07T19:12:22Z
Response token
bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0
Company
GoTall
Website
https://www.gotall.app/
Region
US
Industry
Apps
Employees
< 10
Budget qualified
Yes
Heard from
LLM (ChatGPT, Claude, Gemini, Perplexity, etc.)
AI interest
no

Requested roles

Paid Social Media Marketer

Open Typeform response

Marketing Signals

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

Top SEO Keywords

gotalltall apptall appsgotall appgo tall appgo tall puberty quizgotall quiztall test

Sources And Signals

Sources used
apollo, prospeo, typeform, adyntel, dataforseo, llm_synthesis
Total API calls
9
Enriched at
2026-07-07T19:12:42.390Z
Person waterfall
apollo, prospeo

Marketing platforms

None found

Ad platforms

None found

Tracking platforms

None found

Competitors

None found

Enrichment Drilldown

Contact Dossier

Name: Evan Liu | Title: Unknown | Company: GoTall | LinkedIn: Unknown | Location: Unknown | Experience: Unknown

Company Background

GoTall operates in the Apps industry via gotall.app. Company size, funding history, revenue, and detailed team structure are not available. No hiring signals detected. Marketing team headcount and open roles are not disclosed.

Marketing Team Analysis

No marketing team information is available. No open marketing roles detected. Without visibility into team size or structure, we cannot assess current marketing capacity or capability gaps.

Ad Strategy Analysis

GoTall currently runs no active paid advertising campaigns on Facebook, Google, or LinkedIn. No ad creative samples available. This suggests either a bootstrapped/organic-first strategy or untapped paid channel potential.

SEO Analysis

GoTall ranks strongly for branded searches (gotall, gotall app in positions 1-3) and owns quiz-related keywords (go tall puberty quiz, gotall quiz in position 1). The app has organic visibility but data on domain rank, monthly traffic, and keyword count is unavailable. SEO strength appears concentrated in branded and niche quiz-related terms rather than broad category expansion.

Pain Points 5
  • Limited paid advertising presence across all major channels—potential missed conversion opportunities
  • Lack of visible marketing team expansion or hiring—resource constraints likely
  • Organic reach concentrated in branded/niche keywords—limited broader category capture
  • Unknown revenue and funding—difficulty assessing growth investment capacity
  • No available marketing team data—unclear if Evan Liu oversees marketing or other functions
Talking Points 5
  • GoTall has built strong organic brand awareness (branded search dominance)
  • Quiz/niche keyword rankings indicate differentiated product positioning
  • Zero paid ad spend represents untapped channel to accelerate user acquisition
  • Current organic-only strategy may indicate marketing resource constraints or opportunity for growth investment
  • MarketerHire can help scale GoTall's user base through targeted paid campaigns without expanding internal headcount
Recommended Services 4
  • Paid advertising strategy & management (Facebook, Google, LinkedIn) to complement organic strength
  • Performance marketing execution to drive app installs and quiz engagement
  • Marketing team augmentation/fractional support to execute growth initiatives without permanent headcount
  • SEO expansion strategy to capture broader category keywords beyond branded/quiz terms
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": "Evan Liu",
    "first_name": "Evan",
    "last_name": "Liu",
    "email": "support@gotall.app",
    "title": null,
    "linkedin_url": null,
    "phone": null,
    "company_name": null,
    "company_domain": null,
    "location": null,
    "experience": [],
    "source": "minimal"
  },
  "company": {
    "name": "GoTall",
    "domain": "gotall.app",
    "description": null,
    "linkedin_url": null,
    "industry": "Apps",
    "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": "gotall",
        "position": 1,
        "search_volume": 1300
      },
      {
        "keyword": "tall app",
        "position": 7,
        "search_volume": 720
      },
      {
        "keyword": "tall apps",
        "position": 15,
        "search_volume": 720
      },
      {
        "keyword": "gotall app",
        "position": 2,
        "search_volume": 140
      },
      {
        "keyword": "go tall app",
        "position": 3,
        "search_volume": 110
      },
      {
        "keyword": "go tall puberty quiz",
        "position": 1,
        "search_volume": 110
      },
      {
        "keyword": "gotall quiz",
        "position": 1,
        "search_volume": 70
      },
      {
        "keyword": "tall test",
        "position": 10,
        "search_volume": 30
      }
    ],
    "monthly_organic_value_usd": null,
    "monthly_paid_clicks": null,
    "monthly_google_ads_budget_usd": null
  },
  "typeform": {
    "schema_version": "AimatchTypeformFormFillV1",
    "event_id": "01KWYZXS5Q4WFS16FM8XN50YZQ",
    "event_type": "form_response",
    "form_id": "TZICUTDF",
    "form_title": "Hire a Marketer - Calendly Scheduler",
    "response_token": "bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0",
    "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0#responses",
    "landed_at": "2026-07-07T19:11:27Z",
    "submitted_at": "2026-07-07T19:12:22Z",
    "hidden": {
      "client_ip": "",
      "client_user_agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/144.0.0.0 Safari/537.36",
      "event_source_domain": "marketerhire.com",
      "event_source_url": "https://marketerhire.com/hire",
      "fbc": "",
      "fbp": "fb.1.1783451350256.243975178963636746",
      "gclid": "",
      "gspk": "",
      "gsxid": "",
      "hutk": "5d08f509c3829818db9ea991f1276b35",
      "locale": "en-US",
      "metadata_cid": "",
      "page_path": "/hire",
      "page_referrer": "https://marketerhire.com/pricing",
      "page_search": "",
      "page_title": "Hire Expert Marketers, On-Demand",
      "page_url": "https://marketerhire.com/hire",
      "sid": "843aed82-c9d4-4860-9604-8c7545ab085a",
      "staging_typeform": "false",
      "test_data": "",
      "tid": "",
      "type": "utm",
      "utm_campaign": "",
      "utm_content": "",
      "utm_medium": "",
      "utm_placement": "",
      "utm_source": "chatgpt.com",
      "utm_term": "",
      "vwo_uuid": ""
    },
    "lead": {
      "first_name": "Evan",
      "last_name": "Liu",
      "full_name": "Evan Liu",
      "email": "support@gotall.app",
      "phone": "+16462513667",
      "company_name": "GoTall",
      "website": "https://www.gotall.app/",
      "company_domain": "gotall.app",
      "region": "US",
      "industry": "Apps",
      "employee_range": "< 10",
      "budget_qualified": "Yes",
      "requested_roles": [
        "Paid Social Media Marketer"
      ],
      "heard_from": "LLM (ChatGPT, Claude, Gemini, Perplexity, etc.)",
      "ai_interest": false
    },
    "answers_by_ref": {
      "typeform_hire_size": "< 10",
      "YlqUQr5mQMu8": "< 10",
      "typeform_hire_industry": "Apps",
      "TK4T2WX0c7Eo": "Apps",
      "typeform_hire_type": [
        "Paid Social Media Marketer"
      ],
      "wRvrzxnKcRMr": [
        "Paid Social Media Marketer"
      ],
      "typeform_hire_budget": "Yes",
      "vTRxUICCGFPs": "Yes",
      "typeform_hire_hear": "LLM (ChatGPT, Claude, Gemini, Perplexity, etc.)",
      "xJYoYuJvTL4Q": "LLM (ChatGPT, Claude, Gemini, Perplexity, etc.)",
      "typeform_ai_interest": false,
      "ByDAPIic55hW": false,
      "firstName": "Evan",
      "8HJW0tV5P3pd": "Evan",
      "lastName": "Liu",
      "A5Le74CJlWAm": "Liu",
      "typeform_hire_company_name": "GoTall",
      "tQUJtggpMeIi": "GoTall",
      "website": "https://www.gotall.app/",
      "U9o4ukSndqMI": "https://www.gotall.app/",
      "typeform_hire_region": "US",
      "VWYkMOV6hNpt": "US",
      "phone": "+16462513667",
      "lOOwyIkq2Wqn": "+16462513667",
      "email": "support@gotall.app",
      "QlH0uYKsMtI3": "support@gotall.app"
    },
    "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=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": "Apps",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": [
          "Paid Social Media Marketer"
        ],
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": "LLM (ChatGPT, Claude, Gemini, Perplexity, etc.)",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": false,
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&fieldId=ByDAPIic55hW#responses"
      },
      {
        "field_id": "8HJW0tV5P3pd",
        "field_ref": "firstName",
        "field_type": "short_text",
        "field_title": "*What's your first name?*",
        "answer_type": "text",
        "value": "Evan",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": "Liu",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": "GoTall",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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.gotall.app/",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": "+16462513667",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&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": "support@gotall.app",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=bf8t3lqjs7zqlvzpbf8t3l1zaa5y72f0&fieldId=QlH0uYKsMtI3#responses"
      }
    ]
  },
  "hubspot": null,
  "synthesis": {
    "contact_dossier": "Name: Evan Liu | Title: Unknown | Company: GoTall | LinkedIn: Unknown | Location: Unknown | Experience: Unknown",
    "company_background": "GoTall operates in the Apps industry via gotall.app. Company size, funding history, revenue, and detailed team structure are not available. No hiring signals detected. Marketing team headcount and open roles are not disclosed.",
    "marketing_team_analysis": "No marketing team information is available. No open marketing roles detected. Without visibility into team size or structure, we cannot assess current marketing capacity or capability gaps.",
    "ad_strategy_analysis": "GoTall currently runs no active paid advertising campaigns on Facebook, Google, or LinkedIn. No ad creative samples available. This suggests either a bootstrapped/organic-first strategy or untapped paid channel potential.",
    "seo_analysis": "GoTall ranks strongly for branded searches (gotall, gotall app in positions 1-3) and owns quiz-related keywords (go tall puberty quiz, gotall quiz in position 1). The app has organic visibility but data on domain rank, monthly traffic, and keyword count is unavailable. SEO strength appears concentrated in branded and niche quiz-related terms rather than broad category expansion.",
    "pain_points": [
      "Limited paid advertising presence across all major channels—potential missed conversion opportunities",
      "Lack of visible marketing team expansion or hiring—resource constraints likely",
      "Organic reach concentrated in branded/niche keywords—limited broader category capture",
      "Unknown revenue and funding—difficulty assessing growth investment capacity",
      "No available marketing team data—unclear if Evan Liu oversees marketing or other functions"
    ],
    "talking_points": [
      "GoTall has built strong organic brand awareness (branded search dominance)",
      "Quiz/niche keyword rankings indicate differentiated product positioning",
      "Zero paid ad spend represents untapped channel to accelerate user acquisition",
      "Current organic-only strategy may indicate marketing resource constraints or opportunity for growth investment",
      "MarketerHire can help scale GoTall's user base through targeted paid campaigns without expanding internal headcount"
    ],
    "recommended_services": [
      "Paid advertising strategy & management (Facebook, Google, LinkedIn) to complement organic strength",
      "Performance marketing execution to drive app installs and quiz engagement",
      "Marketing team augmentation/fractional support to execute growth initiatives without permanent headcount",
      "SEO expansion strategy to capture broader category keywords beyond branded/quiz terms"
    ]
  },
  "metadata": {
    "enriched_at": "2026-07-07T19:12:42.390Z",
    "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 -
dataforseo_overview completed 0s 1 -
crustdata_company completed 1s 1 -
dataforseo_keywords completed 1s 1 -
adyntel completed 8s 3 -
llm_synthesis completed 7s 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.