AImatch Review Admin

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

Standalone Enrichment Review

Artifact ID: typeform-TZICUTDF-6j0m4q9de306a4riehibhz6j0m4lpz40 - 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
athomas@medicalstaff.ai
Lead name
tom Ase
Company domain
medicalstaff.ai
Lead source
typeform
Duration
19s
Context consumed
no

Typeform Quality Gate completed

Gate status
completed
Classification
valid_lead
Confidence
high
Should enrich
yes
Skipped by gate
no
Reason
Legitimate early-stage founder/contact at medicalstaff.ai hiring for AI/SEO marketing. Professional work email matches company domain, phone provided, form answers are coherent and complete. Budget disqualification is honest signal, not spam behavior. Organic conversion from paid social campaign with proper attribution tracking.

Pre-check signals

hidden fields contain test/staging/sample markers

LLM signals

work_email_matches_company_domaincompany_website_resolvescomplete_contact_infocoherent_form_responsesspecific_role_requests_aeo_seo_ai_marketerai_interest_aligned_with_company_focusbudget_honest_answer_not_spam_patternorganic_utm_tracking_presentearly_stage_startup_profile_consistent

Enriched Data Summary

Lead / Contact

Name
Thomas Asefi
Email
athomas@medicalstaff.ai
Source
apollo
Company
MedicalStaff AI
Company domain
medicalstaff.ai

Thomas Asefi is a contact at MedicalStaff AI (medicalstaff.ai). His specific title and role within the organization are unknown, as is his location and detailed LinkedIn profile. He represents a key point of contact for a consumer tech company focused on medi...

Company

Name
MedicalStaff AI
Domain
medicalstaff.ai
Industry
Consumer Tech
Employees
< 10
HQ / Country
US

MedicalStaff AI operates in the consumer tech industry with a domain at medicalstaff.ai, suggesting a focus on technology-enabled solutions for medical staff recruitment, placement, or management. The company size, funding status, revenue, and detailed operational structure remain undisclosed in av...

HubSpot

No HubSpot match fields found.

Typeform

Form
Hire a Marketer - Calendly Scheduler
Submitted
2026-07-08T12:49:24Z
Response token
6j0m4q9de306a4riehibhz6j0m4lpz40
Company
medicalstaff.ai
Website
https://medicalstaff.ai
Region
US
Industry
Consumer Tech
Employees
< 10
Budget qualified
No
Heard from
Instagram
AI interest
yes

Requested roles

AEO/SEO MarketerAI Marketer

Open Typeform response

Marketing Signals

1ads found
0organic keywords
0organic traffic
0backlinks
Ad counts
Facebook: 0, Google: 1, LinkedIn: 0

Top SEO Keywords

medical staffmedistaff

Sources And Signals

Sources used
apollo, typeform, adyntel, dataforseo, llm_synthesis
Total API calls
8
Enriched at
2026-07-08T12:49:48.562Z
Person waterfall
apollo

Marketing platforms

None found

Ad platforms

None found

Tracking platforms

None found

Competitors

None found

Enrichment Drilldown

Contact Dossier

Thomas Asefi is a contact at MedicalStaff AI (medicalstaff.ai). His specific title and role within the organization are unknown, as is his location and detailed LinkedIn profile. He represents a key point of contact for a consumer tech company focused on medical staffing solutions.

Company Background

MedicalStaff AI operates in the consumer tech industry with a domain at medicalstaff.ai, suggesting a focus on technology-enabled solutions for medical staff recruitment, placement, or management. The company size, funding status, revenue, and detailed operational structure remain undisclosed in available data. No active hiring signals have been detected.

Marketing Team Analysis

Marketing team size and composition are unknown, with zero open roles currently listed. The company maintains a minimal advertising footprint: 1 active Google ad (text-based format only) with no concurrent campaigns on Facebook or LinkedIn. This suggests either early-stage marketing efforts, a nascent growth phase, or a marketing function that is under-resourced or not yet fully developed.

Ad Strategy Analysis

MedicalStaff AI's current ad strategy is extremely limited, with only a single Google text-based ad active across all tracked platforms. The absence of Facebook and LinkedIn advertising indicates no multi-channel campaign orchestration. This suggests potential gaps in audience reach, platform diversification, and coordinated paid strategy—areas where professional marketing support could drive meaningful impact.

SEO Analysis

MedicalStaff AI shows weak organic visibility: the primary keyword "medical staff" ranks at position 30, while "medistaff" ranks at position 60. Domain authority metrics, total organic traffic, target keyword volume, and monthly organic value are all unknown. The company appears to have not yet achieved top-10 ranking for its primary service keywords, indicating room for SEO optimization and content strategy development.

Pain Points 5
  • Under-resourced or absent marketing team with no open roles, limiting growth capacity
  • Minimal paid advertising presence across all major platforms (1 Google ad only)
  • Weak organic search visibility for primary keywords (positions 30-60 instead of top 10)
  • No multi-channel marketing strategy evident; isolated, fragmented efforts
  • Potential lack of marketing expertise or dedicated resources to drive customer acquisition
Talking Points 5
  • Your medical staffing solution addresses a critical need, but your current marketing footprint may not reflect the value you deliver
  • With only one Google ad active, you're likely missing significant audience segments on Facebook and LinkedIn where healthcare professionals actively engage
  • Your primary keyword 'medical staff' at position 30 means qualified prospects are finding competitors first—strategic SEO and content optimization could move you to top positions
  • A coordinated paid + organic strategy could multiply your visibility without proportional budget increases
  • Given zero open marketing roles, MarketerHire can provide immediate, expert marketing support without long-term hiring commitments
Recommended Services 5
  • Google Ads & Paid Search Strategy: Expand beyond single ad; build structured, keyword-targeted campaigns
  • SEO & Organic Growth: Content strategy and optimization to move primary keywords into top-10 positions
  • Multi-Channel Paid Advertising: Launch coordinated Facebook and LinkedIn campaigns to reach healthcare audiences
  • Marketing Strategy & Consulting: Develop a cohesive customer acquisition strategy across paid and organic channels
  • Content Marketing: Create authoritative, SEO-friendly content that positions MedicalStaff AI as a thought leader in medical staffing
Facebook ads 0

No sample ads in the enrichment artifact.

Google ads 1
Headline / IDTextMediaLanding Page
Text
LinkedIn ads 0

No sample ads in the enrichment artifact.

Experience History
TitleCompanyDates
present
Compact enrichment JSON preview
{
  "schema_version": "AimatchCompanyEnrichmentV1",
  "person": {
    "full_name": "Thomas Asefi",
    "first_name": "Thomas",
    "last_name": "Asefi",
    "email": "athomas@medicalstaff.ai",
    "title": null,
    "linkedin_url": null,
    "phone": null,
    "company_name": "MedicalStaff AI",
    "company_domain": "medicalstaff.ai",
    "location": null,
    "experience": [
      {
        "title": "",
        "company": "",
        "start_date": null,
        "end_date": null,
        "is_current": true
      }
    ],
    "source": "apollo"
  },
  "company": {
    "name": "MedicalStaff AI",
    "domain": "medicalstaff.ai",
    "description": null,
    "linkedin_url": null,
    "industry": "Consumer 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": true,
      "ad_count": 1,
      "sample_ads": [
        {
          "media_type": "Text"
        }
      ]
    },
    "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": "medical staff",
        "position": 30,
        "search_volume": 3600
      },
      {
        "keyword": "medistaff",
        "position": 60,
        "search_volume": 40
      }
    ],
    "monthly_organic_value_usd": null,
    "monthly_paid_clicks": null,
    "monthly_google_ads_budget_usd": null
  },
  "typeform": {
    "schema_version": "AimatchTypeformFormFillV1",
    "event_id": "01KX0WD8KEPEQT7W3W2MAZEP99",
    "event_type": "form_response",
    "form_id": "TZICUTDF",
    "form_title": "Hire a Marketer - Calendly Scheduler",
    "response_token": "6j0m4q9de306a4riehibhz6j0m4lpz40",
    "response_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40#responses",
    "landed_at": "2026-07-08T12:47:21Z",
    "submitted_at": "2026-07-08T12:49:24Z",
    "hidden": {
      "client_ip": "",
      "client_user_agent": "Mozilla/5.0 (Android 16; Mobile; rv:144.0) Gecko/144.0 Firefox/144.0",
      "event_source_domain": "marketerhire.com",
      "event_source_url": "https://marketerhire.com/hire",
      "fbc": "fb.1.1783514825082.PAYW9leAS7JhJleHRuA2FlbQEwAGFkaWQBqzgiTzDIaXNydGMGYXBwX2lkDzU2NzA2NzM0MzM1MjQyNwABp2FVUKgy4LZIRG75ch-pX2Hpg4A_gRM0DvSsIqreLlVY-Pn0IAzClQc2ZDWX_aem_oijE5YgSvoFoSgqGevLgAA",
      "fbp": "fb.1.1779450757815.535306589146626799",
      "gclid": "",
      "gspk": "",
      "gsxid": "",
      "hutk": "6b9bd3fcf3d3412f5b87a93d19b159fd",
      "locale": "en-US",
      "metadata_cid": "",
      "page_path": "/hire",
      "page_referrer": "https://marketerhire.com/",
      "page_search": "",
      "page_title": "Hire Expert Marketers, On-Demand",
      "page_url": "https://marketerhire.com/hire",
      "sid": "5e01030a-5113-4136-a1f3-d24aed460cb2",
      "staging_typeform": "false",
      "test_data": "",
      "tid": "",
      "type": "utm",
      "utm_campaign": "CreativeTesting_US_ABO_070825",
      "utm_content": "CultureSlush_V1_Static_RG-Home_061026",
      "utm_medium": "paid-social",
      "utm_placement": "Instagram_Reels",
      "utm_source": "facebook",
      "utm_term": "Purchase_Prospecting_US_Broad_25-55_IG_RG-W23_CultureSlush_061026",
      "vwo_uuid": ""
    },
    "lead": {
      "first_name": "tom",
      "last_name": "Ase",
      "full_name": "tom Ase",
      "email": "athomas@medicalstaff.ai",
      "phone": "+12026300343",
      "company_name": "medicalstaff.ai",
      "website": "https://medicalstaff.ai",
      "company_domain": "medicalstaff.ai",
      "region": "US",
      "industry": "Consumer Tech",
      "employee_range": "< 10",
      "budget_qualified": "No",
      "requested_roles": [
        "AEO/SEO Marketer",
        "AI Marketer"
      ],
      "heard_from": "Instagram",
      "ai_interest": true
    },
    "answers_by_ref": {
      "typeform_hire_size": "< 10",
      "YlqUQr5mQMu8": "< 10",
      "typeform_hire_industry": "Consumer Tech",
      "TK4T2WX0c7Eo": "Consumer Tech",
      "typeform_hire_type": [
        "AEO/SEO Marketer",
        "AI Marketer"
      ],
      "wRvrzxnKcRMr": [
        "AEO/SEO Marketer",
        "AI Marketer"
      ],
      "typeform_hire_budget": "No",
      "vTRxUICCGFPs": "No",
      "typeform_hire_hear": "Instagram",
      "xJYoYuJvTL4Q": "Instagram",
      "typeform_ai_interest": true,
      "ByDAPIic55hW": true,
      "firstName": "tom",
      "8HJW0tV5P3pd": "tom",
      "lastName": "Ase",
      "A5Le74CJlWAm": "Ase",
      "typeform_hire_company_name": "medicalstaff.ai",
      "tQUJtggpMeIi": "medicalstaff.ai",
      "website": "https://medicalstaff.ai",
      "U9o4ukSndqMI": "https://medicalstaff.ai",
      "typeform_hire_region": "US",
      "VWYkMOV6hNpt": "US",
      "phone": "+12026300343",
      "lOOwyIkq2Wqn": "+12026300343",
      "email": "athomas@medicalstaff.ai",
      "QlH0uYKsMtI3": "athomas@medicalstaff.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=6j0m4q9de306a4riehibhz6j0m4lpz40&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": "Consumer Tech",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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": [
          "AEO/SEO Marketer",
          "AI Marketer"
        ],
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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=6j0m4q9de306a4riehibhz6j0m4lpz40&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": "Instagram",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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=6j0m4q9de306a4riehibhz6j0m4lpz40&fieldId=ByDAPIic55hW#responses"
      },
      {
        "field_id": "8HJW0tV5P3pd",
        "field_ref": "firstName",
        "field_type": "short_text",
        "field_title": "*What's your first name?*",
        "answer_type": "text",
        "value": "tom",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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": "Ase",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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": "medicalstaff.ai",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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://medicalstaff.ai",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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=6j0m4q9de306a4riehibhz6j0m4lpz40&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": "+12026300343",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&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": "athomas@medicalstaff.ai",
        "answer_url": "https://admin.typeform.com/form/TZICUTDF/results?responseId=6j0m4q9de306a4riehibhz6j0m4lpz40&fieldId=QlH0uYKsMtI3#responses"
      }
    ]
  },
  "hubspot": null,
  "synthesis": {
    "contact_dossier": "Thomas Asefi is a contact at MedicalStaff AI (medicalstaff.ai). His specific title and role within the organization are unknown, as is his location and detailed LinkedIn profile. He represents a key point of contact for a consumer tech company focused on medical staffing solutions.",
    "company_background": "MedicalStaff AI operates in the consumer tech industry with a domain at medicalstaff.ai, suggesting a focus on technology-enabled solutions for medical staff recruitment, placement, or management. The company size, funding status, revenue, and detailed operational structure remain undisclosed in available data. No active hiring signals have been detected.",
    "marketing_team_analysis": "Marketing team size and composition are unknown, with zero open roles currently listed. The company maintains a minimal advertising footprint: 1 active Google ad (text-based format only) with no concurrent campaigns on Facebook or LinkedIn. This suggests either early-stage marketing efforts, a nascent growth phase, or a marketing function that is under-resourced or not yet fully developed.",
    "ad_strategy_analysis": "MedicalStaff AI's current ad strategy is extremely limited, with only a single Google text-based ad active across all tracked platforms. The absence of Facebook and LinkedIn advertising indicates no multi-channel campaign orchestration. This suggests potential gaps in audience reach, platform diversification, and coordinated paid strategy—areas where professional marketing support could drive meaningful impact.",
    "seo_analysis": "MedicalStaff AI shows weak organic visibility: the primary keyword \"medical staff\" ranks at position 30, while \"medistaff\" ranks at position 60. Domain authority metrics, total organic traffic, target keyword volume, and monthly organic value are all unknown. The company appears to have not yet achieved top-10 ranking for its primary service keywords, indicating room for SEO optimization and content strategy development.",
    "pain_points": [
      "Under-resourced or absent marketing team with no open roles, limiting growth capacity",
      "Minimal paid advertising presence across all major platforms (1 Google ad only)",
      "Weak organic search visibility for primary keywords (positions 30-60 instead of top 10)",
      "No multi-channel marketing strategy evident; isolated, fragmented efforts",
      "Potential lack of marketing expertise or dedicated resources to drive customer acquisition"
    ],
    "talking_points": [
      "Your medical staffing solution addresses a critical need, but your current marketing footprint may not reflect the value you deliver",
      "With only one Google ad active, you're likely missing significant audience segments on Facebook and LinkedIn where healthcare professionals actively engage",
      "Your primary keyword 'medical staff' at position 30 means qualified prospects are finding competitors first—strategic SEO and content optimization could move you to top positions",
      "A coordinated paid + organic strategy could multiply your visibility without proportional budget increases",
      "Given zero open marketing roles, MarketerHire can provide immediate, expert marketing support without long-term hiring commitments"
    ],
    "recommended_services": [
      "Google Ads & Paid Search Strategy: Expand beyond single ad; build structured, keyword-targeted campaigns",
      "SEO & Organic Growth: Content strategy and optimization to move primary keywords into top-10 positions",
      "Multi-Channel Paid Advertising: Launch coordinated Facebook and LinkedIn campaigns to reach healthcare audiences",
      "Marketing Strategy & Consulting: Develop a cohesive customer acquisition strategy across paid and organic channels",
      "Content Marketing: Create authoritative, SEO-friendly content that positions MedicalStaff AI as a thought leader in medical staffing"
    ]
  },
  "metadata": {
    "enriched_at": "2026-07-08T12:49:48.562Z",
    "sources_used": [
      "apollo",
      "typeform",
      "adyntel",
      "dataforseo",
      "llm_synthesis"
    ],
    "person_waterfall_attempts": [
      "apollo"
    ],
    "total_api_calls": 8,
    "enrichment_version": "1.0.0"
  }
}

Provider Coverage

ProviderStatusReasonLatencyAPI CallsError
apollo 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 14s 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.