Ran the CSV through our deduper first. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Saved us hours of manual cleanup.
Means a lot to hear that, reviews like this are what keep the refresh cycle on schedule. Happy to fast-track a custom segment if you ever need one.