Coldfire review for Kedra AI Index: AEO Visibility

5 / 5
July 20, 2026

Kedra showed us exactly what AI agents see when they read our store, which no other tool did. The audit is specific and actionable: it flagged short product titles, missing variant data and schema gaps, we fixed them one by one and went from the low 70s to 91/100. The live crawler check is the killer feature, it tests what actually reaches the crawlers instead of what you think you published. As a brand built on verifiable product data, this is now part of our monthly routine. Support docs are clear too. Recommended for any store that cares how it appears in ChatGPT and Perplexity answers.

Store Using app Reviews Rating
Coldfire About 2 months 10 5.0

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