Honest reaction after a week of use: Loaded into Power BI without a single import warning. Bought it for Canada's fine dining restaurant segment specifically. Saved us hours of manual cleanup.
Did the job for our campaign. Dedup pass only flagged 1.2% — cleanest dataset I've worked with. Bought it while building a fine dining restaurant prospecting workflow for Canada. Workable, the LinkedIn coverage could be better.
Onboarded a junior with this dataset. Catchment overlap with our existing CRM was minimal — almost all net-new leads. Bought it for Canada's canada fine dining restaurant contact & segment specifically. Renewed for another quarter already.
Picked it up for a one-off campaign. The phone column was live for 95% of the rows I tested. Bought it to support a canada fine dining restaurant contact & rollout in Canada. Will be the default vendor for us now.
Used it for a focused territory. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it for canada fine dining restaurant contact & prospecting across Canada. Will reconsider for the next refresh.