Used it for a market-sizing exercise. Categorisation was granular enough to segment by sub-vertical without regex. Bought it as part of a wider gynecologist doctor expansion into India. No complaints from the field reps.
Met most of what we were looking for. Address quality is the strongest column in the file. Bought it to map gynecologist doctor density across India. Decent value, would tighten one or two fields.
Compared this side-by-side with two competitors. Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it for a India-focused gynecologist doctor territory cut. Recommended.