Live-tested 30 random rows before committing. ROAS improved roughly 30% versus the lookalike audience we ran before. Bought it to map mini certified collision centers locatio density across United States. No complaints from the field reps.
Honest reaction after a week of use: Connect rate jumped noticeably once we filtered by category. Bought it for a United States-focused mini certified collision centers locatio territory cut. Minor cleanup needed but nothing major.
Bought this for a cold outbound push. Loaded into Power BI without a single import warning. Bought it to handle mini certified collision centers locatio lead-gen for the United States region. Will be the default vendor for us now.