Ran the CSV through our deduper first. Categorisation was granular enough to segment by sub-vertical without regex. Bought it as part of a wider o'charley's restaurant locations united expansion into United States. Saved us hours of manual cleanup.
Thank you for the kind review, great to see the data drove real campaign lift.