Stress-tested it during a client pitch. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for our lost pizza locations united states sales team's United States pipeline. Saved us hours of manual cleanup.
Really appreciate you taking the time to write this, great to see the data drove real campaign lift.