# Job data API: how to evaluate one before you build on it

> Every job data API claims millions of postings, real-time updates, and clean structured fields. None of that is falsifiable from a landing page. Here are the seven dimensions job posting data actually varies on - coverage, latency, dedup, normalization, ID stability, status tracking, and provenance - and a test you can run for each one inside a two-week trial.

**Canonical URL:** https://jobspipe.dev/blog/job-data-api
**Category:** Blog post - Guide

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