Stress-tested it during a client pitch. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Money well spent.
Appreciate you flagging what worked, reviews like this are what keep the refresh cycle on schedule. Let us know if you'd like the file regenerated with extra columns next time.