AImatch Review Admin

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

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1 - 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
rayan@prysmlabs.ai
Lead name
Rayan Hatout
Company domain
prysmlabs.ai
Lead source
typeform
Duration
12s
Context consumed
no

Typeform Quality Gate completed

Gate status
completed
Classification
valid_lead
Confidence
high
Should enrich
yes
Skipped by gate
no
Reason
Legitimate form fill from a real person at an actual B2B tech startup. Complete, consistent data: verified company domain match (rayan@prysmlabs.ai), professional website, specific role requests (GTM Engineer, Growth Marketer), real phone number with US country code. Organic traffic from Google Ads with legitimate UTM params. No dummy/test indicators beyond empty hidden fields (common). Budget disqualification is honest signal, not suspicious.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

company_domain_email_matchcomplete_contact_infoprofessional_company_websitespecific_role_requestsvalid_phone_formatorganic_google_ads_trafficlegitimate_utm_campaignhonest_budget_answerconsistent_data_across_fields

Enriched Data Summary

Lead / Contact

Name
Rayan Hatout
Email
rayan@prysmlabs.ai
Source
minimal

Rayan Hatout - Contact at Prysm Labs (prysmlabs.ai). Title, location, and LinkedIn profile unknown. Limited personal background data available for initial discovery.

Company

Name
Prysm Labs
Domain
prysmlabs.ai
Industry
B2B Tech
Employees
< 10
HQ / Country
US

Prysm Labs operates in B2B Tech sector with domain prysmlabs.ai. Company size, revenue, funding history, and detailed operational structure remain unconfirmed. No current hiring signals detected. Marketing team composition and size unknown.

HubSpot

No HubSpot match fields found.

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-07T14:33:04Z
Response token
1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1
Company
Prysm Labs
Website
https://www.prysmlabs.ai/
Region
US
Industry
B2B Tech
Employees
< 10
Budget qualified
No
Heard from
Google
AI interest
yes

Requested roles

GTM EngineerGrowth Marketer

Open Typeform response

Marketing Signals

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

Top SEO Keywords

prysm github

Sources And Signals

Sources used
apollo, prospeo, typeform, adyntel, dataforseo, llm_synthesis
Total API calls
9
Enriched at
2026-07-07T14:33:20.875Z
Person waterfall
apollo, prospeo

Marketing platforms

None found

Ad platforms

None found

Tracking platforms

None found

Competitors

None found

Enrichment Drilldown

Contact Dossier

Rayan Hatout - Contact at Prysm Labs (prysmlabs.ai). Title, location, and LinkedIn profile unknown. Limited personal background data available for initial discovery.

Company Background

Prysm Labs operates in B2B Tech sector with domain prysmlabs.ai. Company size, revenue, funding history, and detailed operational structure remain unconfirmed. No current hiring signals detected. Marketing team composition and size unknown.

Marketing Team Analysis

Marketing team size and composition unknown. Zero open marketing roles currently listed. No visibility into marketing department structure, budget allocation, or current staffing levels. Limited data prevents assessment of in-house marketing capabilities or resource gaps.

Ad Strategy Analysis

No active advertising detected across Facebook, Google, or LinkedIn. Absence of paid ad presence suggests either organic-only strategy, minimal marketing budget, or early-stage advertising approach. No sample ads available for analysis. This represents a potential opportunity for MarketerHire to introduce paid channel expertise.

SEO Analysis

Minimal SEO footprint observed. Only trackable keyword: "prysm github" ranking at position 50. Domain rank, total organic traffic, keyword portfolio, and monthly organic value unknown. Limited search visibility suggests either new domain, narrow SEO focus, or underinvestment in organic growth. GitHub association indicates technical product focus.

Pain Points 5
  • Limited online visibility across paid channels
  • Minimal detected SEO presence with only one tracked keyword ranking
  • Unknown marketing team capacity and expertise
  • No active advertising strategy across major platforms
  • Unclear go-to-market approach visibility
Talking Points 5
  • Opportunity to build comprehensive paid advertising strategy across Facebook, Google, and LinkedIn
  • SEO expansion potential given minimal current organic keyword portfolio
  • Marketing team assessment and capacity planning support
  • B2B Tech demand generation strategy development
  • Visibility and brand awareness building in competitive tech sector
Recommended Services 5
  • Paid advertising strategy development (Google Ads, LinkedIn, Facebook)
  • SEO and organic keyword expansion
  • Marketing team staffing and resource assessment
  • B2B demand generation campaign setup
  • Marketing technology and platform optimization
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": "Rayan Hatout",
    "first_name": "Rayan",
    "last_name": "Hatout",
    "email": "rayan@prysmlabs.ai",
    "title": null,
    "linkedin_url": null,
    "phone": null,
    "company_name": null,
    "company_domain": null,
    "location": null,
    "experience": [],
    "source": "minimal"
  },
  "company": {
    "name": "Prysm Labs",
    "domain": "prysmlabs.ai",
    "description": null,
    "linkedin_url": null,
    "industry": "B2B Tech",
    "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": "prysm github",
        "position": 50,
        "search_volume": 40
      }
    ],
    "monthly_organic_value_usd": null,
    "monthly_paid_clicks": null,
    "monthly_google_ads_budget_usd": null
  },
  "typeform": {
    "schema_version": "AimatchTypeformFormFillV1",
    "event_id": "01KWYFYC5PNRNKVF65WJHP79Q0",
    "event_type": "form_response",
    "form_id": "TZICUTDF",
    "form_title": "Hire a Marketer - Calendly Scheduler",
    "response_token": "1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1",
    "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1#responses",
    "landed_at": "2026-07-07T14:32:07Z",
    "submitted_at": "2026-07-07T14:33:04Z",
    "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*19vrqjx*_up*MQ..*_gs*MQ..",
      "fbc": "",
      "fbp": "",
      "gclid": "CjwKCAjwx7LSBhB3EiwAjcodxMbRnbyVvdsFAzg_ALWHYpsM9hNIAJTlvpiXxMH8MuWOa13HseUbHBoCVasQAvD_BwE",
      "gspk": "",
      "gsxid": "",
      "hutk": "",
      "locale": "en-GB",
      "metadata_cid": "",
      "page_path": "/hire",
      "page_referrer": "https://marketerhire.com/role-growth-marketer?utm_placement=g",
      "page_search": "?_gl=1*19vrqjx*_up*MQ..*_gs*MQ..",
      "page_title": "Hire Expert Marketers, On-Demand",
      "page_url": "https://marketerhire.com/hire?_gl=1*19vrqjx*_up*MQ..*_gs*MQ..",
      "sid": "9e4d7ebe-7452-4662-8e52-f43af45a8516",
      "staging_typeform": "false",
      "test_data": "",
      "tid": "",
      "type": "utm",
      "utm_campaign": "NA-Search-Non-Brand",
      "utm_content": "growth marketer",
      "utm_medium": "Google",
      "utm_placement": "g",
      "utm_source": "Paid",
      "utm_term": "role-growth-growth-marketing-experts",
      "vwo_uuid": ""
    },
    "lead": {
      "first_name": "Rayan",
      "last_name": "Hatout",
      "full_name": "Rayan Hatout",
      "email": "rayan@prysmlabs.ai",
      "phone": "+16468475635",
      "company_name": "Prysm Labs",
      "website": "https://www.prysmlabs.ai/",
      "company_domain": "prysmlabs.ai",
      "region": "US",
      "industry": "B2B Tech",
      "employee_range": "< 10",
      "budget_qualified": "No",
      "requested_roles": [
        "GTM Engineer",
        "Growth Marketer"
      ],
      "heard_from": "Google",
      "ai_interest": true
    },
    "answers_by_ref": {
      "typeform_hire_size": "< 10",
      "YlqUQr5mQMu8": "< 10",
      "typeform_hire_industry": "B2B Tech",
      "TK4T2WX0c7Eo": "B2B Tech",
      "typeform_hire_type": [
        "GTM Engineer",
        "Growth Marketer"
      ],
      "wRvrzxnKcRMr": [
        "GTM Engineer",
        "Growth Marketer"
      ],
      "typeform_hire_budget": "No",
      "vTRxUICCGFPs": "No",
      "typeform_hire_hear": "Google",
      "xJYoYuJvTL4Q": "Google",
      "typeform_ai_interest": true,
      "ByDAPIic55hW": true,
      "firstName": "Rayan",
      "8HJW0tV5P3pd": "Rayan",
      "lastName": "Hatout",
      "A5Le74CJlWAm": "Hatout",
      "typeform_hire_company_name": "Prysm Labs",
      "tQUJtggpMeIi": "Prysm Labs",
      "website": "https://www.prysmlabs.ai/",
      "U9o4ukSndqMI": "https://www.prysmlabs.ai/",
      "typeform_hire_region": "US",
      "VWYkMOV6hNpt": "US",
      "phone": "+16468475635",
      "lOOwyIkq2Wqn": "+16468475635",
      "email": "rayan@prysmlabs.ai",
      "QlH0uYKsMtI3": "rayan@prysmlabs.ai"
    },
    "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=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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": "B2B Tech",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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": [
          "GTM Engineer",
          "Growth Marketer"
        ],
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&fieldId=ByDAPIic55hW#responses"
      },
      {
        "field_id": "8HJW0tV5P3pd",
        "field_ref": "firstName",
        "field_type": "short_text",
        "field_title": "*What's your first name?*",
        "answer_type": "text",
        "value": "Rayan",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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": "Hatout",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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": "Prysm Labs",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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.prysmlabs.ai/",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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": "+16468475635",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&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": "rayan@prysmlabs.ai",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=1qh5d9ksbxt6jrsm1qh5dh64b83x6mh1&fieldId=QlH0uYKsMtI3#responses"
      }
    ]
  },
  "hubspot": null,
  "synthesis": {
    "contact_dossier": "Rayan Hatout - Contact at Prysm Labs (prysmlabs.ai). Title, location, and LinkedIn profile unknown. Limited personal background data available for initial discovery.",
    "company_background": "Prysm Labs operates in B2B Tech sector with domain prysmlabs.ai. Company size, revenue, funding history, and detailed operational structure remain unconfirmed. No current hiring signals detected. Marketing team composition and size unknown.",
    "marketing_team_analysis": "Marketing team size and composition unknown. Zero open marketing roles currently listed. No visibility into marketing department structure, budget allocation, or current staffing levels. Limited data prevents assessment of in-house marketing capabilities or resource gaps.",
    "ad_strategy_analysis": "No active advertising detected across Facebook, Google, or LinkedIn. Absence of paid ad presence suggests either organic-only strategy, minimal marketing budget, or early-stage advertising approach. No sample ads available for analysis. This represents a potential opportunity for MarketerHire to introduce paid channel expertise.",
    "seo_analysis": "Minimal SEO footprint observed. Only trackable keyword: \"prysm github\" ranking at position 50. Domain rank, total organic traffic, keyword portfolio, and monthly organic value unknown. Limited search visibility suggests either new domain, narrow SEO focus, or underinvestment in organic growth. GitHub association indicates technical product focus.",
    "pain_points": [
      "Limited online visibility across paid channels",
      "Minimal detected SEO presence with only one tracked keyword ranking",
      "Unknown marketing team capacity and expertise",
      "No active advertising strategy across major platforms",
      "Unclear go-to-market approach visibility"
    ],
    "talking_points": [
      "Opportunity to build comprehensive paid advertising strategy across Facebook, Google, and LinkedIn",
      "SEO expansion potential given minimal current organic keyword portfolio",
      "Marketing team assessment and capacity planning support",
      "B2B Tech demand generation strategy development",
      "Visibility and brand awareness building in competitive tech sector"
    ],
    "recommended_services": [
      "Paid advertising strategy development (Google Ads, LinkedIn, Facebook)",
      "SEO and organic keyword expansion",
      "Marketing team staffing and resource assessment",
      "B2B demand generation campaign setup",
      "Marketing technology and platform optimization"
    ]
  },
  "metadata": {
    "enriched_at": "2026-07-07T14:33:20.875Z",
    "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 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.