Tried three vendors before this. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it to support a retail (online & offline) rollout in United States. Money well spent.
Ran the CSV through our deduper first. Loaded into Power BI without a single import warning. Bought it to handle retail (online & offline) lead-gen for the United States region. Saved us hours of manual cleanup.
Ran the CSV through our deduper first. Categorisation was granular enough to segment by sub-vertical without regex. Bought it to handle retail (online & offline) lead-gen for the United States region. No complaints from the field reps.