Live-tested 30 random rows before committing. Categorisation was granular enough to segment by sub-vertical without regex. Genuinely useful.
Glad to hear the dataset worked for you, we'll keep tightening the column coverage in the next refresh. Reach out if you'd like an early look at the next refresh.