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Bought a sample first. Bounce rate stayed under 4% on a 1,000-contact email send. Bought it for our jewelry store outreach in India. Wished a few smaller towns had been included.
Ran the CSV through our deduper first. Google rating column came included, which we hadn't expected. Connect rate could have been higher with cleaner mobile numbers.
Replaced an older vendor with this. Refresh cadence means the data feels current, not 2-years-old. Sales team is happy.
Loaded the file the morning we got it. Address quality is the strongest column in the file. Recommended.
Bought it to seed a CRM import. Loaded into Power BI without a single import warning. Will buy again.
Built a Looker Studio dashboard off the dataset for a client pitch. The category granularity made the slice-and-dice trivial.
Ran the file through our deduper and only flagged 1.2% duplicates. That's the cleanest I've seen for India business data.
Used the dataset for a competitor density study and the catchment overlap was solid. The category column made segmenting QSR vs casual easy.
Last Update:
Jul 13, 2026 03:07 AM
Published:
May 11, 2026 02:22 AM
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Roll-up datasets — broader coverage at a higher tier are highlighted below.
