Collect
A custom Bright Data Scraper Studio collector reads RevRag's official public careers page.
CareerSentry
Job data that does not fail silently.
We collect public roles from official company career pages, check the result, and keep only the jobs we can explain.
Official sourceRevRag AI careers
Current result13 verified roles
Data statusStored snapshot
How it works
One real source, checked before it reaches you.
Validate
CareerSentry rejects incomplete rows, off-domain links, duplicates, and application-form data.
Keep
Only a healthy result is stored, so the jobs page never silently replaces good data with a broken run.
Real company data
RevRag AI
13 roles from the current verified snapshot. No application forms, candidate data, or invented companies.
Browse the roles →Separate fictional test
Self-healing demo
A safe test page changes its HTML while keeping the same three roles, so a scraper failure can be inspected without touching an employer.
Open the clearly labeled demo →The public UI reads a stored snapshot when configured, otherwise it uses the bundled verified evidence.