Field-tested by my team. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Workable, the LinkedIn coverage could be better.
Thanks for flagging the small gaps, we hear you on the gaps — the next monthly refresh tightens those exact columns. Open a ticket via the Support tab and we'll prioritise the columns you flagged for the next refresh.