Field-tested by my team. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for mm lafleur store locations united states prospecting across United States. Worth the price.
Bought it to seed a CRM import. Connect rate jumped noticeably once we filtered by category. Bought it to underpin a United States mm lafleur store locations united states campaign. Genuinely useful.
Ran the CSV through our deduper first. Categorisation was granular enough to segment by sub-vertical without regex. Bought it as part of a wider mm lafleur store locations united states expansion into United States. No complaints from the field reps.