Onboarded a junior with this dataset. Categorisation was granular enough to segment by sub-vertical without regex. Bought it while building a psychiatry clinic prospecting workflow for Kuwait. Renewed for another quarter already.
Replaced an older vendor with this. Lat/long landed every pin on the right storefront in Mapbox. Bought it as part of a wider psychiatry clinic expansion into Kuwait. Saved us hours of manual cleanup.