Direct answer
What is SeekOut?
SeekOut is an AI recruiting platform combining external sourcing across over 1 billion candidate profiles, internal ATS talent rediscovery, and automated inbound applicant screening. It features an MCP integration allowing recruiters to execute hiring workflows directly within LLM assistants like Claude, ChatGPT, Gemini, and Microsoft Copilot.
SeekOut, developed by ZipStorm, Inc., provides an enterprise talent intelligence and acquisition suite that spans outbound sourcing, inbound applicant evaluation, and candidate engagement. The foundation of the platform is an indexed database of over 1 billion vocational profiles enriched with external data points including patent filings, GitHub activity, academic publications, inferred skill sets, and specialized pools such as security-cleared personnel and healthcare workers. Recruiters can search external profiles alongside their existing applicant tracking system (ATS) to surface past applicants and silver medalists. For inbound hiring, SeekOut includes Sam, an automated evaluation and AI screening layer. Sam screens incoming applications against custom Ideal Candidate Profile (ICP) rubrics and conducts automated video interviews, scoring candidate responses across dimensions like technical depth, problem-solving, and communication before handing a ranked shortlist to human recruiters. A notable capability is SeekOut MCP (Model Context Protocol), which connects SeekOut’s candidate database and fourteen recruiting workflows to third-party conversational AI interfaces including Claude, ChatGPT, Gemini, and Microsoft Copilot. This enables recruiters to query profiles, draft outreach campaigns, and evaluate criteria inside approved company AI assistants without logging into a separate dashboard.
SeekOut pairs a 1B+ candidate database and bidirectional ATS rediscovery with Model Context Protocol (MCP) connectivity, letting recruiters execute native sourcing and evaluation workflows directly inside approved enterprise assistants like Claude, ChatGPT, and Copilot.
Product capabilities
Key features
Intelligent Talent Search
Search more than 1 billion profiles using 30+ smart filters and data signals pulled from GitHub profiles, publications, and patents.
SeekOut Sam AI Screening
Automated inbound candidate evaluation and video screening that scores applicants against role rubrics to deliver ranked shortlists.
SeekOut MCP Integration
Execute 14 recruiting workflows across search, evaluation, and outreach directly inside Claude, ChatGPT, Gemini, or Copilot.
ATS Rediscovery
Unify external candidate searches with existing ATS records to surface past applicants and silver medalists already in the pipeline.
Automated Multi-Touch Outreach
Craft personalized outbound email campaigns with automated follow-up sequences and send-on-behalf email integration.
Talent Pool & Market Intelligence
Visualize geographical talent distributions, competitor headcounts, average experience levels, and market skills availability.
Specialized Talent Filters
Dedicated targeting filters for inferred US security clearances, defense contractors, and specialized healthcare practitioners.
Compliance & Bias Audits
Explainable scoring tied to user-defined rubrics, human-in-the-loop controls, regular third-party bias audits, and SOC 2 Type II certification.
Workflow
How SeekOut works
- Define role requirements or ideal candidate profiles using AI-assisted rubrics.
- Search across 1B+ external profiles and existing ATS records, or let inbound applicants funnel in automatically.
- Use SeekOut Sam to conduct automated video interviews and evaluate candidate qualifications against the role rubric.
- Deploy multi-touch personalized outbound sequences or sync shortlists directly back to your ATS.
Practical fit
Who should use SeekOut?
Technical Sourcing
Identify specialized software engineers and researchers using GitHub contributions, patent filings, and niche technology filters.
Inbound High-Volume Screening
Evaluate and rank hundreds of applicant resumes and automated video interviews within hours instead of manual recruiter triage.
ATS Talent Mining
Re-engage vetted past candidates and runner-up finalists who match newly opened job requisitions without purchasing external leads.
Conversational Sourcing via MCP
Ask enterprise LLM assistants like Claude or ChatGPT in plain language to find candidates and generate contextual outreach messages.
Editorial assessment
Pros and limitations
Where it is strong
- Broad candidate pool with over 1 billion indexed external profiles plus deep technical data from GitHub and patents.
- SeekOut MCP enables native sourcing and screening workflows inside external AI chatbots like Claude and ChatGPT.
- Integrated inbound AI video screening and custom rubric evaluations through SeekOut Sam.
- Bidirectional ATS synchronization helps revive dormant candidate records and silver medalists.
- 14-day free trial available for the self-serve tier with no credit card required.
Where to be careful
- ATS integrations, market intelligence, and AI inbound screening require higher-tier custom enterprise plans.
- Self-serve Core tier is capped at 500 contact credits and 1,000 profile exports per month across 3 included seats.
Commercial context
SeekOut pricing
At the review date, SeekOut offers a self-serve Recruit Core plan at $149/month billed annually ($1,788/year) or $179/month billed monthly, which includes three seats. Higher tiers (Sourcing, Sourcing + Integration, and Full Talent Funnel) require annual custom contracts. A 14-day free trial is available without a credit card. Check the official pricing page for updates.
| Plan | Price | What it includes |
|---|---|---|
| Recruit Core | $149 / month (billed annually at $1,788/yr) or $179/month billed monthly; includes 3 seats, 500 contacts/mo, and 1,000 exports/mo. | |
| Recruit Sourcing | Custom / billed annually; includes 750 contacts/mo/seat, 5,000 exports/mo/seat, custom power filters, diversity insights, and SSO. | |
| Sourcing + Integration | Custom / billed annually; adds unified external and ATS rediscovery, market intelligence, messaging analytics, and dedicated onboarding. | |
| Full Recruiting Funnel | Custom / billed annually; includes inbound evaluation, SeekOut Sam AI screening, agentic AI workflows, and white-glove implementation. |
Pricing, limits, taxes, model access, and regional availability can change. Verify the purchase-critical details on the official pricing page linked under Sources.
Transparent ranking
Why SeekOut scores 76
Each factor is scored on a 100-point scale, then combined using the public ToolsRank weights. Engagement and momentum stay at a neutral baseline until measured signals exist, so no tool can gain or lose position from numbers nobody recorded.
Compatibility
Languages, platforms, and integrations
Languages
- English
Platforms
- Web
- Chrome Extension
Integrations & surfaces
- Workday
- Greenhouse
- iCIMS
- Lever
- Claude
- ChatGPT
- Google Gemini
- Microsoft Copilot
Community
Reviews and questions
No approved member reviews yet. Editorial factors above are the only rating on this page.
Reviews and questions come from Google-signed members and are checked by an editor before they appear.
Frequently asked
SeekOut FAQ
What is SeekOut MCP?+
SeekOut MCP connects SeekOut’s candidate database and recruiting features to external AI chat tools supporting the Model Context Protocol, such as Claude, ChatGPT, Gemini, and Microsoft Copilot. It includes 14 built-in recruiting workflows so recruiters can search, evaluate, and draft outreach from within their approved enterprise AI assistant.
What is SeekOut Sam?+
SeekOut Sam is the platform's inbound applicant screening module. It automatically evaluates inbound applicants against custom role rubrics and conducts automated video interviews, providing recruiters with scored shortlists and transcripts rather than requiring manual resume sorting.
Does SeekOut integrate with my applicant tracking system?+
Yes. SeekOut offers bidirectional integration with major ATS platforms including Workday, Greenhouse, iCIMS, and Lever on its Sourcing + Integration and Full Recruiting Funnel plans. This allows recruiters to search external databases and their ATS simultaneously.
Is there a free trial for SeekOut?+
Yes. SeekOut provides a 14-day free trial of SeekOut Recruit Core with access to the candidate database, without requiring a credit card or contract commitment.
How does SeekOut address AI compliance and bias?+
SeekOut emphasizes explainable AI scoring tied directly to user-defined role rubrics rather than black-box algorithms. The company conducts regular third-party bias audits, maintains SOC 2 Type II certification, supports GDPR standards, and requires human-in-the-loop validation for candidate advancement.
