Replaced an older vendor with this. Categorisation was granular enough to segment by sub-vertical without regex. Bought it as part of a wider nephrologist doctor expansion into India. Saved us hours of manual cleanup.
Onboarded a junior with this dataset. Address quality is the strongest column in the file. Bought it to map nephrologist doctor density across India. Sales team is happy.
Bought this for a cold outbound push. Loaded into Power BI without a single import warning. Bought it for nephrologist doctor prospecting across India. Worth the price.