Practical articles on choosing job data, building job boards and powering AI products. Written for the decisions you face before and after launch.
Best-of guides
Choose a jobs API by product fit: compare The Jobs API, Fantastic.jobs, TheirStack, Adzuna, Coresignal, LinkUp and USAJOBS with a practical evaluation method.
Read articleBest-of guides
Compare job-data tools for AI agents by retrieval workflow. Learn when to use The Jobs API MCP, a REST adapter, live search or direct ATS feeds, with a practical evaluation rubric.
Read articleImplementation guides
A practical guide to four documented public ATS job APIs, with request examples, completeness checks, field preservation and a framework for choosing direct feeds or The Jobs API.
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Compare Coresignal with The Jobs API for US and Canadian job inventory. Evaluate credit costs, field provenance, coverage and the company data you actually need.
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Compare Adzuna’s search API with The Jobs API for complete job pages, application destinations, salary provenance and a maintained US or Canadian inventory.
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Compare The Jobs API and LinkUp for current US and Canadian job products. Separate live inventory needs from historical research, delivery and data methodology.
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Compare The Jobs API with Fantastic.jobs for a US or Canadian job board: monthly allowances, real workflow costs, coverage checks and a safe migration plan.
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Building a US or Canadian job board? Compare The Jobs API and TheirStack on job-only costs, company intelligence, updates and a practical evaluation workflow.
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Compare JSearch with The Jobs API for a stored US or Canadian job board: search results, job identity, full descriptions, expiry handling and operating costs.
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Should you buy a jobs API or build ATS integrations? Compare development, maintenance, job quality and lifecycle costs with an editable budget worksheet.
Read articleChoosing job data
Run a useful jobs API trial with a coverage scorecard, a bounded sample script, worked quality metrics and a realistic monthly cost model.
Read articleBuilding job boards
Build a specialist job board with a clear audience, verified inventory, a sensible data model, realistic costs and a complete launch checklist.
Read articleAI products
Build a career assistant with evidence-based recommendations, explicit eligibility checks, source citations and a reusable evaluation set.
Read articleData engineering
A practical job-feed lifecycle design covering bootstrap, per-country cursors, transactional checkpoints, replay, caches and recovery tests.
Read articleStaffing and sales
Turn job postings into a defensible account-research workflow, with deduplication rules, a worked scoring example and a downloadable scorecard.
Read articleJob data quality
Design remote-job filters that handle country restrictions, office attendance, ambiguous locations and missing evidence, with a reusable test matrix.
Read articleLooking for API basics or a provider comparison? Explore the resource library.
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