AImatch Review Admin

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

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-5qkwdid293pyq5ljlp15qkink699q53x - 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
greg@getprimary.com
Lead name
Greg Marx
Company domain
getprimary.com
Lead source
typeform
Duration
41s
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 matching company domain, valid business email, real phone number, and clear hiring intent. All form fields completed with plausible responses. Company (Primary) is verifiable. Budget-qualified (Yes). Sourced from organic paid search via Google DSA.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

complete_form_submissionmatching_company_domaincorporate_email_addressvalid_phone_numberbudget_qualified_yesspecific_role_requestscoherent_company_infoorganic_paid_search_sourceus_region

Enriched Data Summary

Lead / Contact

Name
Greg Marx
Email
greg@getprimary.com
Source
minimal

Greg Marx is a contact at Primary (getprimary.com), a B2B Tech company. Title, location, and LinkedIn profile are currently unknown. Limited professional background information available in source data.

Company

Name
Primary
Domain
getprimary.com
Industry
B2B Tech
Employees
51-200
HQ / Country
US

Primary is a B2B Tech company operating at getprimary.com. The company appears focused on enterprise security and browser solutions based on SEO keyword rankings. Specific details including company size, revenue, funding history, and organizational structure are not available in current data. No op...

HubSpot

No HubSpot match fields found.

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-08T04:58:18Z
Response token
5qkwdid293pyq5ljlp15qkink699q53x
Company
Primary
Website
https://www.getprimary.com
Region
US
Industry
B2B Tech
Employees
51-200
Budget qualified
Yes
Heard from
Other
AI interest
no

Requested roles

Graphic Designer (Paid Social)Social Media Manager

Open Typeform response

Marketing Signals

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

Top SEO Keywords

my primaryprimarch systemsecure enterprise browserprimare newsprimary intelligencesecure enterprisedatamarxenterprise browser security

Sources And Signals

Sources used
apollo, prospeo, typeform, adyntel, dataforseo, llm_synthesis
Total API calls
9
Enriched at
2026-07-08T04:59:04.106Z
Person waterfall
apollo, prospeo

Marketing platforms

None found

Ad platforms

None found

Tracking platforms

None found

Competitors

None found

Enrichment Drilldown

Contact Dossier

Greg Marx is a contact at Primary (getprimary.com), a B2B Tech company. Title, location, and LinkedIn profile are currently unknown. Limited professional background information available in source data.

Company Background

Primary is a B2B Tech company operating at getprimary.com. The company appears focused on enterprise security and browser solutions based on SEO keyword rankings. Specific details including company size, revenue, funding history, and organizational structure are not available in current data. No open marketing roles detected, suggesting either a lean team or recently filled positions.

Marketing Team Analysis

Primary's marketing team size is unknown. The absence of active advertising campaigns across Facebook, Google, and LinkedIn suggests either: (1) minimal paid advertising strategy, (2) recently paused campaigns, or (3) organic/direct channel focus. This represents a potential gap where MarketerHire could introduce paid media expertise and campaign management.

Ad Strategy Analysis

No active advertising detected across major platforms (Facebook, Google, LinkedIn). This indicates Primary is not currently leveraging paid acquisition channels. The company may benefit from structured paid advertising strategy to complement organic efforts and expand market reach for enterprise security solutions.

SEO Analysis

Primary ranks for enterprise security-related keywords: "Primarch System" (pos 16), "Secure Enterprise" (pos 25), "Primary Intelligence" (pos 29), "Secure Enterprise Browser" (pos 35), and "DataMarx" (pos 5). Keyword positioning suggests moderate organic visibility in the enterprise security space. Domain rank, organic traffic volume, and monthly organic value are unknown. SEO appears active but optimization opportunity exists.

Pain Points 5
  • Limited paid advertising presence across major channels
  • Unknown marketing team capacity and structure
  • Moderate SEO positioning with optimization potential
  • No detected active marketing campaigns
  • Enterprise security keyword focus may indicate difficulty breaking through competitive landscape
Talking Points 5
  • Primary ranks well organically for enterprise security keywords but lacks paid channel presence
  • Opportunity to build integrated marketing strategy combining SEO and paid acquisition
  • Enterprise security vertical is competitive; paid campaigns could accelerate brand awareness and lead generation
  • Current marketing approach appears organic-focused; paid expertise could amplify results
  • DataMarx strong ranking (pos 5) suggests valuable product/feature that could be promoted through paid campaigns
Recommended Services 5
  • Paid advertising strategy and campaign management (Google Ads, LinkedIn, Facebook)
  • Marketing team augmentation and consulting
  • Enterprise security vertical marketing expertise
  • Integrated SEO and paid media optimization
  • Lead generation and demand generation campaigns
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": "Greg Marx",
    "first_name": "Greg",
    "last_name": "Marx",
    "email": "greg@getprimary.com",
    "title": null,
    "linkedin_url": null,
    "phone": null,
    "company_name": null,
    "company_domain": null,
    "location": null,
    "experience": [],
    "source": "minimal"
  },
  "company": {
    "name": "Primary",
    "domain": "getprimary.com",
    "description": null,
    "linkedin_url": null,
    "industry": "B2B Tech",
    "sub_industries": [],
    "country": "US",
    "headquarters": null,
    "company_type": null,
    "employee_count": null,
    "employee_count_range": "51-200",
    "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": "my primary",
        "position": 67,
        "search_volume": 880
      },
      {
        "keyword": "primarch system",
        "position": 16,
        "search_volume": 880
      },
      {
        "keyword": "secure enterprise browser",
        "position": 34,
        "search_volume": 260
      },
      {
        "keyword": "primare news",
        "position": 34,
        "search_volume": 170
      },
      {
        "keyword": "primary intelligence",
        "position": 29,
        "search_volume": 90
      },
      {
        "keyword": "secure enterprise",
        "position": 25,
        "search_volume": 90
      },
      {
        "keyword": "datamarx",
        "position": 5,
        "search_volume": 70
      },
      {
        "keyword": "enterprise browser security",
        "position": 35,
        "search_volume": 70
      },
      {
        "keyword": "primary browser",
        "position": 2,
        "search_volume": 70
      },
      {
        "keyword": "primary com careers",
        "position": 8,
        "search_volume": 70
      }
    ],
    "monthly_organic_value_usd": null,
    "monthly_paid_clicks": null,
    "monthly_google_ads_budget_usd": null
  },
  "typeform": {
    "schema_version": "AimatchTypeformFormFillV1",
    "event_id": "01KX01EMNTAZMHRQ433SB30AGH",
    "event_type": "form_response",
    "form_id": "TZICUTDF",
    "form_title": "Hire a Marketer - Calendly Scheduler",
    "response_token": "5qkwdid293pyq5ljlp15qkink699q53x",
    "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x#responses",
    "landed_at": "2026-07-08T04:57:13Z",
    "submitted_at": "2026-07-08T04:58:18Z",
    "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",
      "fbc": "",
      "fbp": "fb.1.1783486589257.604978107839506230",
      "gclid": "",
      "gspk": "",
      "gsxid": "",
      "hutk": "91d92f65c840e3bf5548c093e3660694",
      "locale": "en-US",
      "metadata_cid": "",
      "page_path": "/hire",
      "page_referrer": "https://marketerhire.com/role/social-media-manager",
      "page_search": "",
      "page_title": "Hire Expert Marketers, On-Demand",
      "page_url": "https://marketerhire.com/hire",
      "sid": "81b01d84-314a-4fb7-a60a-b68672caace7",
      "staging_typeform": "false",
      "test_data": "",
      "tid": "",
      "type": "utm",
      "utm_campaign": "NA-Search-Non-Brand-DSA",
      "utm_content": "",
      "utm_medium": "Google",
      "utm_placement": "g",
      "utm_source": "Paid",
      "utm_term": "All-Pages",
      "vwo_uuid": ""
    },
    "lead": {
      "first_name": "Greg",
      "last_name": "Marx",
      "full_name": "Greg Marx",
      "email": "greg@getprimary.com",
      "phone": "+12039126102",
      "company_name": "Primary",
      "website": "https://www.getprimary.com",
      "company_domain": "getprimary.com",
      "region": "US",
      "industry": "B2B Tech",
      "employee_range": "51-200",
      "budget_qualified": "Yes",
      "requested_roles": [
        "Graphic Designer (Paid Social)",
        "Social Media Manager"
      ],
      "heard_from": "Other",
      "ai_interest": false
    },
    "answers_by_ref": {
      "typeform_hire_size": "51-200",
      "YlqUQr5mQMu8": "51-200",
      "typeform_hire_industry": "B2B Tech",
      "TK4T2WX0c7Eo": "B2B Tech",
      "typeform_hire_type": [
        "Graphic Designer (Paid Social)",
        "Social Media Manager"
      ],
      "wRvrzxnKcRMr": [
        "Graphic Designer (Paid Social)",
        "Social Media Manager"
      ],
      "typeform_hire_budget": "Yes",
      "vTRxUICCGFPs": "Yes",
      "typeform_hire_hear": "Other",
      "xJYoYuJvTL4Q": "Other",
      "typeform_hire_hear_other": "Taxi Cab",
      "Jq3HoHsxTvVy": "Taxi Cab",
      "typeform_ai_interest": false,
      "ByDAPIic55hW": false,
      "firstName": "Greg",
      "8HJW0tV5P3pd": "Greg",
      "lastName": "Marx",
      "A5Le74CJlWAm": "Marx",
      "typeform_hire_company_name": "Primary",
      "tQUJtggpMeIi": "Primary",
      "website": "https://www.getprimary.com",
      "U9o4ukSndqMI": "https://www.getprimary.com",
      "typeform_hire_region": "US",
      "VWYkMOV6hNpt": "US",
      "phone": "+12039126102",
      "lOOwyIkq2Wqn": "+12039126102",
      "email": "greg@getprimary.com",
      "QlH0uYKsMtI3": "greg@getprimary.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": "51-200",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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=5qkwdid293pyq5ljlp15qkink699q53x&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": [
          "Graphic Designer (Paid Social)",
          "Social Media Manager"
        ],
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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=5qkwdid293pyq5ljlp15qkink699q53x&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": "Other",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&fieldId=xJYoYuJvTL4Q#responses"
      },
      {
        "field_id": "Jq3HoHsxTvVy",
        "field_ref": "typeform_hire_hear_other",
        "field_type": "short_text",
        "field_title": "*How did you hear about us?*",
        "answer_type": "text",
        "value": "Taxi Cab",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&fieldId=Jq3HoHsxTvVy#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=5qkwdid293pyq5ljlp15qkink699q53x&fieldId=ByDAPIic55hW#responses"
      },
      {
        "field_id": "8HJW0tV5P3pd",
        "field_ref": "firstName",
        "field_type": "short_text",
        "field_title": "*What's your first name?*",
        "answer_type": "text",
        "value": "Greg",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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": "Marx",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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": "Primary",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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.getprimary.com",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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=5qkwdid293pyq5ljlp15qkink699q53x&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": "+12039126102",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&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": "greg@getprimary.com",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=5qkwdid293pyq5ljlp15qkink699q53x&fieldId=QlH0uYKsMtI3#responses"
      }
    ]
  },
  "hubspot": null,
  "synthesis": {
    "contact_dossier": "Greg Marx is a contact at Primary (getprimary.com), a B2B Tech company. Title, location, and LinkedIn profile are currently unknown. Limited professional background information available in source data.",
    "company_background": "Primary is a B2B Tech company operating at getprimary.com. The company appears focused on enterprise security and browser solutions based on SEO keyword rankings. Specific details including company size, revenue, funding history, and organizational structure are not available in current data. No open marketing roles detected, suggesting either a lean team or recently filled positions.",
    "marketing_team_analysis": "Primary's marketing team size is unknown. The absence of active advertising campaigns across Facebook, Google, and LinkedIn suggests either: (1) minimal paid advertising strategy, (2) recently paused campaigns, or (3) organic/direct channel focus. This represents a potential gap where MarketerHire could introduce paid media expertise and campaign management.",
    "ad_strategy_analysis": "No active advertising detected across major platforms (Facebook, Google, LinkedIn). This indicates Primary is not currently leveraging paid acquisition channels. The company may benefit from structured paid advertising strategy to complement organic efforts and expand market reach for enterprise security solutions.",
    "seo_analysis": "Primary ranks for enterprise security-related keywords: \"Primarch System\" (pos 16), \"Secure Enterprise\" (pos 25), \"Primary Intelligence\" (pos 29), \"Secure Enterprise Browser\" (pos 35), and \"DataMarx\" (pos 5). Keyword positioning suggests moderate organic visibility in the enterprise security space. Domain rank, organic traffic volume, and monthly organic value are unknown. SEO appears active but optimization opportunity exists.",
    "pain_points": [
      "Limited paid advertising presence across major channels",
      "Unknown marketing team capacity and structure",
      "Moderate SEO positioning with optimization potential",
      "No detected active marketing campaigns",
      "Enterprise security keyword focus may indicate difficulty breaking through competitive landscape"
    ],
    "talking_points": [
      "Primary ranks well organically for enterprise security keywords but lacks paid channel presence",
      "Opportunity to build integrated marketing strategy combining SEO and paid acquisition",
      "Enterprise security vertical is competitive; paid campaigns could accelerate brand awareness and lead generation",
      "Current marketing approach appears organic-focused; paid expertise could amplify results",
      "DataMarx strong ranking (pos 5) suggests valuable product/feature that could be promoted through paid campaigns"
    ],
    "recommended_services": [
      "Paid advertising strategy and campaign management (Google Ads, LinkedIn, Facebook)",
      "Marketing team augmentation and consulting",
      "Enterprise security vertical marketing expertise",
      "Integrated SEO and paid media optimization",
      "Lead generation and demand generation campaigns"
    ]
  },
  "metadata": {
    "enriched_at": "2026-07-08T04:59:04.106Z",
    "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 1s 1 -
prospeo completed 0s 1 -
dataforseo_overview completed 1s 1 -
crustdata_company completed 1s 1 -
dataforseo_keywords completed 1s 1 -
adyntel completed 33s 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.