Onboarded a junior with this dataset. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for gynecologist doctor prospecting across India. Recommended.
Bought it to seed a CRM import. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to underpin a India gynecologist doctor campaign. Money well spent.