Changelog

What we've shipped

Real, dated updates to the engine and product — translated out of engineering language, not a sprint log.

July 16, 2026LIVE VERIFICATION

Live Verification: see what four AI platforms say about your products

Monitor how ChatGPT, Perplexity, Gemini, and AI Overviews describe your monitored products, with contradictions flagged by severity.

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July 11, 2026CITATION MECHANICS

Buyer-intent query coverage for citation tracking

Citation tracking now covers real buyer-intent questions, not just identity lookups — so you can see whether a product surfaces for the queries shoppers actually ask.

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July 11, 2026METHODOLOGY

Visual quality and brand-voice scoring added to the engine

The scoring engine now evaluates product imagery quality and brand-voice consistency as dedicated pillars alongside the core structured-data modules.

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