Bought this for a cold outbound push. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for United Kingdom's pho cafe locations united kingdom editio segment specifically. Sales team is happy.
Glad to hear the dataset worked for you, always good to hear from buyers using the file for real outreach.