Did the job for our campaign. Sample matched live data when I spot-checked random rows. One column I'd add next refresh: secondary email.
Bought a sample first. Categorisation was granular enough to segment by sub-vertical without regex. Bought it for hvac installation contractor prospecting across India. Will buy again.
Bought a sample first. ROAS improved roughly 30% versus the lookalike audience we ran before. Sales team is happy.
Last Update:
Aug 17, 2026 05:45 AM
Published:
May 11, 2026 02:20 AM
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