Bought this for a cold outbound push. Cross-checked 50 entries against Google Maps and 47 matched cleanly. Bought it for United States's tea cafe segment specifically. Recommended.
Got it for a territory planning project. Categorisation was granular enough to segment by sub-vertical without regex. Renewed for another quarter already.
Pulled the trigger after reading the row count. Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it as part of a wider tea cafe expansion into United States. Workable, the LinkedIn coverage could be better.