Field-tested by my team. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to support a child specialist doctor rollout in India. Workable, the LinkedIn coverage could be better.
Pulled the trigger after reading the row count. Lat/long landed every pin on the right storefront in Mapbox. Bought it for child specialist doctor prospecting across India. Will reconsider for the next refresh.