Ran the CSV through our deduper first. Categorisation was granular enough to segment by sub-vertical without regex. Renewed for another quarter already.
Used it for a market-sizing exercise. Sample matched live data when I spot-checked random rows. Bought it to map production unit density across Australia. Will buy again.
Onboarded a junior with this dataset. Loaded into Power BI without a single import warning. Bought it for production unit prospecting across Australia. No complaints from the field reps.