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    How AI sees real restaurants.

    A public record of Guest Reads — what ChatGPT, Perplexity, and Gemini are actually saying about the brands they decide whether to recommend.

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    Your restaurant belongs in this record.

    Every reading is a snapshot of how AI is choosing to describe — or quietly exclude — a real brand. Run yours and share it. Readings may be included, anonymized, in future published research.

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    The Food Architect

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    The research practice behind Signal Integrity™, the Vibe Index™, and the P.E.D.A.L. framework — built from 25 years inside hospitality.

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