Tried three vendors before this. Categorisation was granular enough to segment by sub-vertical without regex. Bought it while planning a valentino store locations for united sta campaign in United States. Saved us hours of manual cleanup.
Appreciate you flagging what worked, always good to hear from buyers using the file for real outreach.