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First impression after the download: ROAS improved roughly 30% versus the lookalike audience we ran before. Will buy again.
Field-tested by my team. Encoded UTF-8 with no character-set surprises in Excel. Sales team is happy.
Compared this side-by-side with two competitors. Website URLs were populated for ~80% of rows, far better than the competition. Bought it for our united states roundy's store locations outreach in United States. Money well spent.
Bought it to seed a CRM import. Refresh cadence means the data feels current, not 2-years-old. Bought it to support a united states roundy's store locations rollout in United States. Sales team is happy.
Plugged it straight into our outreach tooling. Sample matched live data when I spot-checked random rows. Saved us hours of manual cleanup.
Onboarding a junior analyst with this dataset as their first project. It's clean enough she's not spending day one debugging encodings.
Last Update:
Jun 30, 2026 02:37 AM
Published:
Jun 11, 2026 15:02 PM
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