Honest reaction after a week of use: Sample matched live data when I spot-checked random rows. Bought it to handle general physician doctor lead-gen for the India region. Will reconsider for the next refresh.
Bought it to seed a CRM import. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it as part of a wider general physician doctor expansion into India. No complaints from the field reps.
Onboarded a junior with this dataset. Loaded into Power BI without a single import warning. Bought it for general physician doctor prospecting across India. Genuinely useful.
Bought this for a cold outbound push. Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it to underpin a India general physician doctor campaign. Couple of small gaps but workable.
Needed addresses field reps could actually drive to. Connect rate jumped noticeably once we filtered by category. Bought it for India's karnataka, india general physician docto segment specifically. Will buy again.
CSV opened in Sheets without a single character-encoding glitch. Small thing, but the last database I bought needed two hours of cleanup before I could even filter it.