Bought a sample first. ROAS improved roughly 30% versus the lookalike audience we ran before. Genuinely useful.
Used it for a focused territory. Cross-checked 50 entries against Google Maps and 47 matched cleanly. Bought it to map construction materials supply density across India. Will reconsider for the next refresh.
Ran the file through our deduper and only flagged 1.2% duplicates. That's the cleanest I've seen for India business data.
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Jul 27, 2026 03:05 AM
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May 01, 2026 04:24 AM
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Roll-up datasets — broader coverage at a higher tier are highlighted below.