Plugged it straight into our outreach tooling. Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it for our sexologist doctor sales team's India pipeline. Genuinely useful.
Tried three vendors before this. Lat/long landed every pin on the right storefront in Mapbox. Connect rate could have been higher with cleaner mobile numbers.
Solid file overall. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it for our sexologist doctor outreach in India. Couple of small gaps but workable.