Standalone Enrichment Review
Artifact ID: typeform-TZICUTDF-codex-quality-gate-test-20260706184424 - standalone enrichment artifact
Company Enrichment skipped
enrichment manifest v2 enrichment JSON raw context input quality gate JSON
Lead email
an_account@example.com
Lead name
Lorem ipsum dolor Lorem ipsum dolor
Company domain
example-url.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
Multiple converging signals of test/QA data: hidden fields explicitly marked as test_data=true and staging_typeform=true; "Lorem ipsum dolor" repeated identically across first name, last name, and company name; placeholder email (an_account@example.com); generic placeholder domain (example-url.com); suspicious phone format; 14 of ~20 role options selected (indicates checkbox spam/testing pattern). This is clearly a test submission, not a real lead.
Pre-check signals
hidden fields contain test/staging/sample markerslead name looks syntheticcompany name looks syntheticemail looks like test datawebsite/domain looks like placeholder dataphone number looks syntheticunusually large number of requested role options selectedsame placeholder value repeated across multiple fields
LLM signals
hidden_test_data_flaghidden_staging_flaglorem_ipsum_placeholder_textplaceholder_repeated_across_fieldstest_email_patternplaceholder_domainsuspicious_phone_numberexcessive_role_selectionsynthetic_lead_profile
Typeform Form Fill
Lead / Company
Name
Lorem ipsum dolor Lorem ipsum dolor
Email
an_account@example.com
Phone
+34123456789
Company
Lorem ipsum dolor
Website
http://example-url.com
Domain
example-url.com
Typeform
Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-06T22:44:24Z
Response token
codex-quality-gate-test-20260706184424
Requested roles
AEO/SEO MarketerAgency Account ManagerAI MarketerAmazon MarketerBrand MarketerCMOContent EngineerContent MarketerCreative StrategistEmail MarketerGrowth MarketerGTM EngineerMarketing AnalystMarketing Automation
Raw normalized Typeform summary
{
"schema_version": "AimatchTypeformFormFillV1",
"event_id": "codex-quality-gate-test",
"event_type": "form_response",
"form_id": "TZICUTDF",
"form_title": "Hire a Marketer - Calendly Scheduler",
"response_token": "codex-quality-gate-test-20260706184424",
"response_url": "https://admin.typeform.com/form/TZICUTDF/results#response=codex-quality-gate-test-20260706184424",
"landed_at": "2026-07-06T22:43:24Z",
"submitted_at": "2026-07-06T22:44:24Z",
"hidden": {
"test_data": "true",
"staging_typeform": "true"
},
"lead": {
"first_name": "Lorem ipsum dolor",
"last_name": "Lorem ipsum dolor",
"full_name": "Lorem ipsum dolor Lorem ipsum dolor",
"email": "an_account@example.com",
"phone": "+34123456789",
"company_name": "Lorem ipsum dolor",
"website": "http://example-url.com",
"company_domain": "example-url.com",
"region": null,
"industry": null,
"employee_range": null,
"budget_qualified": null,
"requested_roles": [
"AEO/SEO Marketer",
"Agency Account Manager",
"AI Marketer",
"Amazon Marketer",
"Brand Marketer",
"CMO",
"Content Engineer",
"Content Marketer",
"Creative Strategist",
"Email Marketer",
"Growth Marketer",
"GTM Engineer",
"Marketing Analyst",
"Marketing Automation"
],
"heard_from": null,
"ai_interest": null
},
"answers_by_ref": {
"firstName": "Lorem ipsum dolor",
"field-0": "Lorem ipsum dolor",
"lastName": "Lorem ipsum dolor",
"field-1": "Lorem ipsum dolor",
"email": "an_account@example.com",
"field-2": "an_account@example.com",
"phone": "+34123456789",
"field-3": "+34123456789",
"website": "http://example-url.com",
"field-4": "http://example-url.com",
"typeform_hire_company_name": "Lorem ipsum dolor",
"field-5": "Lorem ipsum dolor",
"typeform_hire_type": [
"AEO/SEO Marketer",
"Agency Account Manager",
"AI Marketer",
"Amazon Marketer",
"Brand Marketer",
"CMO",
"Content Engineer",
"Content Marketer",
"Creative Strategist",
"Email Marketer",
"Growth Marketer",
"GTM Engineer",
"Marketing Analyst",
"Marketing Automation"
],
"field-6": [
"AEO/SEO Marketer",
"Agency Account Manager",
"AI Marketer",
"Amazon Marketer",
"Brand Marketer",
"CMO",
"Content Engineer",
"Content Marketer",
"Creative Strategist",
"Email Marketer",
"Growth Marketer",
"GTM Engineer",
"Marketing Analyst",
"Marketing Automation"
]
},
"answers": [
{
"field_id": "field-0",
"field_ref": "firstName",
"field_type": "short_text",
"field_title": "First name",
"answer_type": "text",
"value": "Lorem ipsum dolor",
"answer_url": null
},
{
"field_id": "field-1",
"field_ref": "lastName",
"field_type": "short_text",
"field_title": "Last name",
"answer_type": "text",
"value": "Lorem ipsum dolor",
"answer_url": null
},
{
"field_id": "field-2",
"field_ref": "email",
"field_type": "email",
"field_title": "Email",
"answer_type": "email",
"value": "an_account@example.com",
"answer_url": null
},
{
"field_id": "field-3",
"field_ref": "phone",
"field_type": "phone_number",
"field_title": "Phone",
"answer_type": "phone_number",
"value": "+34123456789",
"answer_url": null
},
{
"field_id": "field-4",
"field_ref": "website",
"field_type": "website",
"field_title": "Website",
"answer_type": "url",
"value": "http://example-url.com",
"answer_url": null
},
{
"field_id": "field-5",
"field_ref": "typeform_hire_company_name",
"field_type": "short_text",
"field_title": "Company",
"answer_type": "text",
"value": "Lorem ipsum dolor",
"answer_url": null
},
{
"field_id": "field-6",
"field_ref": "typeform_hire_type",
"field_type": "multiple_choice",
"field_title": "Roles",
"answer_type": "choices",
"value": [
"AEO/SEO Marketer",
"Agency Account Manager",
"AI Marketer",
"Amazon Marketer",
"Brand Marketer",
"CMO",
"Content Engineer",
"Content Marketer",
"Creative Strategist",
"Email Marketer",
"Growth Marketer",
"GTM Engineer",
"Marketing Analyst",
"Marketing Automation"
],
"answer_url": null
}
]
}Form-Fill Matches not run
No form-fill match artifacts found. Matching is disabled unless run manually or enabled with AIMATCH_TYPEFORM_MATCHING_ENABLED.