Compared this side-by-side with two competitors. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for United States's seattle chocolate store locations united segment specifically. Money well spent.
Plugged it straight into our outreach tooling. Categorisation was granular enough to segment by sub-vertical without regex. Bought it while building a seattle chocolate store locations united prospecting workflow for United States. Sales team is happy.