AImatch Review Admin

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

AImatch runs / Enrichments / typeform-TZICUTDF-o3vbrrt3s3567ulao3vbrrtu1raym5qw

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-o3vbrrt3s3567ulao3vbrrtu1raym5qw - standalone enrichment artifact

manifest JSONquality gate JSON

Company Enrichment skipped

enrichment manifest v2 enrichment JSON raw context input quality gate JSON

Lead email
johnathan@humdinger.com
Lead name
Johnathan Humdinger
Company domain
stripe.com
Lead source
typeform
Reason
typeform_quality_gate_test_or_spam
Context consumed
no

Typeform Quality Gate skipped

Gate status
completed
Classification
test_or_spam
Confidence
high
Should enrich
no
Skipped by gate
yes
Reason
Obvious test/dummy submission with multiple red flags: company name "Johnathan Humbdinger corp" is a typo variant of the person's name (Johnathan Humdinger), email domain "humdinger.com" matches personal name (not professional company), and website URL points to Stripe.com (a major third-party payment processor) which is implausible as the actual company website. Combined with deterministic_signals flagging test markers, this is clearly a test form fill.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

company_name_matches_personal_nameemail_domain_matches_personal_namewebsite_url_is_third_party_domaintypo_in_company_name_variantdeterministic_test_markers

Typeform Form Fill

Lead / Company

Name
Johnathan Humdinger
Email
johnathan@humdinger.com
Phone
+18582667134
Company
Johnathan Humbdinger corp
Website
https://stripe.com
Domain
stripe.com
Region
US
Industry
Marketing Agency
Employees
201-500
Budget qualified
Yes

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-08T03:09:01Z
Response token
o3vbrrt3s3567ulao3vbrrtu1raym5qw
Heard from
LinkedIn
AI interest
yes

Requested roles

Graphic Designer (Paid Social)Paid Social Media Marketer

Open Typeform response

Raw normalized Typeform summary
{
  "schema_version": "AimatchTypeformFormFillV1",
  "event_id": "01KWZV6HANANTBJH2XSYRZX861",
  "event_type": "form_response",
  "form_id": "TZICUTDF",
  "form_title": "Hire a Marketer - Calendly Scheduler",
  "response_token": "o3vbrrt3s3567ulao3vbrrtu1raym5qw",
  "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw#responses",
  "landed_at": "2026-07-08T03:06:39Z",
  "submitted_at": "2026-07-08T03:09:01Z",
  "hidden": {
    "client_ip": "",
    "client_user_agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/26.1 Safari/605.1.15",
    "event_source_domain": "marketerhire.com",
    "event_source_url": "https://marketerhire.com/hire",
    "fbc": "fb.1.1783479843140.PAaWdyZAS6nW1leHRuA2FlbQEwAGFkaWQBqzfOdCk-OXNydGMGYXBwX2lkDDI1NjI4MTA0MDU1OAABp63RaZeLdnaxdRphRMp1tA7QR-F5N8Qyu8Kq7zwkDkPRNRgQJoh1Grn_6SoM_aem_8LsXyJ5u_gVuWFuJzPbhPQ",
    "fbp": "fb.1.1783479843145.31241504858595162",
    "gclid": "",
    "gspk": "",
    "gsxid": "",
    "hutk": "ec797baf2203ea5faf470ab3631201da",
    "locale": "en-US",
    "metadata_cid": "",
    "page_path": "/hire",
    "page_referrer": "https://marketerhire.com/?utm_placement=Others",
    "page_search": "",
    "page_title": "Hire Expert Marketers, On-Demand",
    "page_url": "https://marketerhire.com/hire",
    "sid": "c73629d9-7ef8-4afc-8d74-80ac3e87cd4b",
    "staging_typeform": "false",
    "test_data": "",
    "tid": "",
    "type": "utm",
    "utm_campaign": "Scaling-IG_US_CBO_070825",
    "utm_content": "CostBreakdown_V1.1_Static_Home_042126",
    "utm_medium": "paid-social",
    "utm_placement": "Others",
    "utm_source": "facebook",
    "utm_term": "Purchase_Prospecting_US_Broad_25-55s_IG_Scaling_120525",
    "vwo_uuid": ""
  },
  "lead": {
    "first_name": "Johnathan",
    "last_name": "Humdinger",
    "full_name": "Johnathan Humdinger",
    "email": "johnathan@humdinger.com",
    "phone": "+18582667134",
    "company_name": "Johnathan Humbdinger corp",
    "website": "https://stripe.com",
    "company_domain": "stripe.com",
    "region": "US",
    "industry": "Marketing Agency",
    "employee_range": "201-500",
    "budget_qualified": "Yes",
    "requested_roles": [
      "Graphic Designer (Paid Social)",
      "Paid Social Media Marketer"
    ],
    "heard_from": "LinkedIn",
    "ai_interest": true
  },
  "answers_by_ref": {
    "typeform_hire_size": "201-500",
    "YlqUQr5mQMu8": "201-500",
    "typeform_hire_industry": "Marketing Agency",
    "TK4T2WX0c7Eo": "Marketing Agency",
    "typeform_hire_type": [
      "Graphic Designer (Paid Social)",
      "Paid Social Media Marketer"
    ],
    "wRvrzxnKcRMr": [
      "Graphic Designer (Paid Social)",
      "Paid Social Media Marketer"
    ],
    "typeform_hire_budget": "Yes",
    "vTRxUICCGFPs": "Yes",
    "typeform_hire_hear": "LinkedIn",
    "xJYoYuJvTL4Q": "LinkedIn",
    "typeform_ai_interest": true,
    "ByDAPIic55hW": true,
    "firstName": "Johnathan",
    "8HJW0tV5P3pd": "Johnathan",
    "lastName": "Humdinger",
    "A5Le74CJlWAm": "Humdinger",
    "typeform_hire_company_name": "Johnathan Humbdinger corp",
    "tQUJtggpMeIi": "Johnathan Humbdinger corp",
    "website": "https://stripe.com",
    "U9o4ukSndqMI": "https://stripe.com",
    "typeform_hire_region": "US",
    "VWYkMOV6hNpt": "US",
    "phone": "+18582667134",
    "lOOwyIkq2Wqn": "+18582667134",
    "email": "johnathan@humdinger.com",
    "QlH0uYKsMtI3": "johnathan@humdinger.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": "201-500",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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)",
        "Paid Social Media Marketer"
      ],
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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": "LinkedIn",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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=o3vbrrt3s3567ulao3vbrrtu1raym5qw&fieldId=ByDAPIic55hW#responses"
    },
    {
      "field_id": "8HJW0tV5P3pd",
      "field_ref": "firstName",
      "field_type": "short_text",
      "field_title": "*What's your first name?*",
      "answer_type": "text",
      "value": "Johnathan",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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": "Humdinger",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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": "Johnathan Humbdinger corp",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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://stripe.com",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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": "+18582667134",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&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": "johnathan@humdinger.com",
      "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=o3vbrrt3s3567ulao3vbrrtu1raym5qw&fieldId=QlH0uYKsMtI3#responses"
    }
  ]
}

Form-Fill Matches not run

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