Honest reaction after a week of use: Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Workable, the LinkedIn coverage could be better.
Plugged it straight into our outreach tooling. Google rating column came included, which we hadn't expected. Bought it while building a excavation contractor prospecting workflow for United States. Saved us hours of manual cleanup.
Field-tested by my team. Website URLs were populated for ~80% of rows, far better than the competition. Bought it for our excavation contractor sales team's United States pipeline. Sales team is happy.
Wanted a United States list with verified phones. Cross-checked 50 entries against Google Maps and 47 matched cleanly. Saved us hours of manual cleanup.