First impression after the download: Hours and GPS were the missing pieces in my last vendor's file — this has both. Bought it for a United States noah's ny bagels locations market-sizing project. Will buy again.
Bought a sample first. Website URLs were populated for ~80% of rows, far better than the competition. Bought it for a United States noah's ny bagels locations market-sizing project. Worth the price.
Onboarded a junior with this dataset. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to scope a United States territory in the noah's ny bagels locations segment. Will buy again.