Onboarded a junior with this dataset. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Renewed for another quarter already.
Appreciate you flagging what worked, feedback like yours helps us prioritise the next refresh. Happy to fast-track a custom segment if you ever need one.