Plugged it straight into our outreach tooling. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for our budget hotel outreach in India. Saved us hours of manual cleanup.
Did the job for our campaign. Catchment overlap with our existing CRM was minimal — almost all net-new leads. Bought it for a India budget hotel market-sizing project. Couple of small gaps but workable.