Onboarded a junior with this dataset. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to map bakery shop density across India. Sales team is happy.
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 to underpin a India bakery shop campaign. Worth the price.