Ran the CSV through our deduper first. Lat/long landed every pin on the right storefront in Mapbox. Bought it to underpin a India fertility specialist doctor campaign. Worth the price.
Did the job for our campaign. Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it for fertility specialist doctor prospecting across India. Connect rate could have been higher with cleaner mobile numbers.
Plugged it straight into our outreach tooling. Email coverage is the highest I've seen for India B2B data. Bought it to underpin a India fertility specialist doctor campaign. Will be the default vendor for us now.