# Where to get job posting data in 2026: 7 sources compared

> Scrapers, ATS APIs, aggregator wrappers, and bulk-data vendors all sell job postings data - at wildly different price, freshness, and coverage. A buyer's-eye comparison of the seven options, and how to pick.

**Canonical URL:** https://jobspipe.dev/blog/where-to-get-job-posting-data
**Category:** Blog post - Comparison

_Full markdown for this page is not currently available. Fetch the HTML version at https://jobspipe.dev/blog/where-to-get-job-posting-data for the complete content._

---
Stub markdown. Full content at https://jobspipe.dev/blog/where-to-get-job-posting-data.