Data Quality Center
Clean up and enrich your database — admin only.
Run All Tasks
Merge duplicates → fill logos → fix geocoding in one go.
Merge Duplicate Companies
CleanFinds companies with the same name, keeps the most complete record, re-points all layoffs, and deletes the duplicates.
Auto-fill Missing Logos
CleanUses Clearbit logo API to fill in missing company logos (up to 50 per run). Falls back to Google favicon.
Fix Layoff Geocoding
CleanFills missing location data on layoffs using company HQ, then uses AI to find HQ for unknown companies (up to 100 per run).
Fetch State WARN Notices
CleanPulls live WARN Act filings directly from 15 state labor department websites (CA, NY, TX, FL, IL, WA, PA, NJ, GA, MI, OH, NC, CO, AZ, MA). Skips duplicates.
Backfill Historical Layoffs (1980–Present)
CleanPulls major corporate layoffs across the web from 1980 onward via batched LLM+web search. 47 batches total — run a range (e.g. 0–5) per click to avoid timeouts.
Backfill Historical WARN Filings (1989–Present)
CleanPulls US WARN Act filings year-by-year from 1989 (when WARN took effect) to today. Run a range (e.g. 0–5) per click.