Use-Case Blueprints · Architecture · Cost Benchmarks

Production blueprints for job & ATS data pipelines.

Practical, code-first references written for GTM engineers, AI recruiting workflow builders, and job board founders. Every blueprint includes working Python, TypeScript, and cURL examples plus verified 200 OK JSON payloads.

Use Case · B2B GTM & Sales Intelligence6 min read · Updated 2026-11-03

B2B GTM Hiring Signals API: Detect Buying Intent from Live ATS Job Postings

How revenue operations teams, Clay/n8n workflows, and AI SDR platforms monitor 9.9M+ verified ATS job postings (Greenhouse, Lever, Ashby, Workday) to detect tech-stack adoption and departmental budget expansion in real time.

→Job descriptions on Greenhouse, Lever, Ashby, and Workday reveal the exact tools, cloud infrastructure, and compliance initiatives a company is funding before any press release.
→Use GET /v1/jobs/search?skills=snowflake,dbt&posted_since=24h to capture every company hiring for your target ecosystem at 1 Credit ($0.000199–$0.00076) per matched job.

GET /v1/jobs/searchGET /v1/companies/{slug}/jobs

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Use Case · AI Recruiting & Copilot Agents7 min read · Updated 2026-11-03

AI Recruiting Agent Data Feed: Structured ATS Jobs, Salaries & MCP Tools

Give your AI recruiting agent or candidate matching platform deterministic access to 9.9M+ verified direct-employer ATS roles with normalized compensation, canonical skills arrays, direct apply URLs, and real-time job closure feeds.

→Every job record includes pre-extracted skills[], seniority, work_arrangement (remote/hybrid/onsite), visa_sponsorship, and annualized USD salary bounds — ready for vector embedding or structured LLM tool calls.
→Direct ATS apply URLs (boards.greenhouse.io, jobs.lever.co, jobs.ashbyhq.com, myworkdayjobs.com) let AI agents deep-link candidates straight to the employer's application form.

GET /v1/jobs/searchGET /v1/feeds/closed

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Use Case · Vertical & Regional Job Boards6 min read · Updated 2026-11-03

Job Board Backfill API: Populate Niche Job Boards with 9.9M+ Direct ATS Postings

Solve the cold-start problem for niche job boards, VC portfolio talent networks, and community career portals using 100% redistributable direct-employer ATS roles with hourly new/updated/closed lifecycle synchronization.

→Default search results (include_attributed=false) contain 9.9M+ direct ATS & corporate career-site jobs with redistribution_allowed=true — no aggregator watermarks or syndication blocks.
→Keep your job board Google JobPosting schema compliant with full HTML descriptions, structured location objects, and salary ranges.

GET /v1/feeds/newGET /v1/feeds/closed

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