Onboarded a junior with this dataset. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for United States's united states skyline chili locations wi segment specifically. Will be the default vendor for us now.
Appreciate you flagging what worked, happy the addresses and phones worked out for the campaign. Reach out if you'd like an early look at the next refresh.