Compared this side-by-side with two competitors. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it as part of a wider coffee shop expansion into United States. Renewed for another quarter already.
Field-tested by my team. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it for coffee shop prospecting across United States. Workable, the LinkedIn coverage could be better.
Fine for the prospecting list. The phone column was live for 95% of the rows I tested. Bought it for our coffee shop outreach in United States. Workable, the LinkedIn coverage could be better.
Bought it to seed a CRM import. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it while planning a coffee shop campaign in United States. Will buy again.
Live-tested 30 random rows before committing. Cross-checked 50 entries against Google Maps and 47 matched cleanly. Bought it to underpin a United States coffee shop campaign. Will buy again.