Ran the CSV through our deduper first. Sample matched live data when I spot-checked random rows. Genuinely useful.
Bought it to seed a CRM import. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Saved us hours of manual cleanup.
Field-tested by my team. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for United States's oldcastle infrastructure distributor loc segment specifically. Minor cleanup needed but nothing major.
Last Update:
Jun 30, 2026 02:37 AM
Published:
Jun 11, 2026 15:02 PM
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