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    Back to the Guest Read

    Ways to work together

    Start with the free Guest Read. Everything below is optional, and each step only exists because operators asked for it.

    Ways to work together

    One step at a time.

    Start with a free read and choose the support you need to correct what has been misinterpreted. The free Operator Prompt Desk™ can also help you review claims and plan corrections.

    Step 1 · Discover

    Guest Read™

    Free

    AnswersWhat do DoorDash, Google, ChatGPT, and Perplexity currently say my restaurant is?

    A plain-English read of how AI interprets your restaurant today: the description it uses, your Identity Clarity Rating, and possible differences between how your restaurant presents itself and how AI interprets it.

    For: Every operator. This is where everyone starts.

    Run your free Guest Read

    Step 1 · Discover

    Operator Prompt Desk™

    Free

    AnswersIs what AI just said about my restaurant actually true?

    Paste an AI answer about your restaurant to review its claims — including favorable claims — and identify what needs checking against your own records or public sources before you publish or repeat it.

    For: Operators who want to review an AI answer before acting on it.

    Review an AI answer

    Step 2 · Decide

    Complete Operator Guide: Second Edition

    $47one time

    AnswersWhat should I correct first, and how should the language change?

    The full correction playbook in one download: how AI reads each platform, the wording that gets interpreted accurately, and the order to fix things in. Instant download, yours to keep.

    For: Operators who have seen their Guest Read and want to fix it themselves this week.

    Get the Complete Operator Guide — $47

    Step 3 · Improve — on your own

    Signal Vault™

    $197one time · lifetime access

    AnswersHow do I keep correcting signals across locations and platform changes?

    Permanent access to the operator workspace: the interpretation library, correction tooling, and your saved reads in one place. One purchase, no subscription.

    For: Operators who want to run this discipline in-house, permanently.

    See what's in the Vault

    Step 3 · Improve — with me

    Signal Integrity Audit™

    $2,500by inquiry

    AnswersCan I get an evidence-backed review for my business?

    A private review of public signals and AI responses we can access and verify, with documented coverage and a prioritized correction plan. We work with your designated person on agreed corrections; your team controls its accounts and approves changes. Scoped personally, by inquiry.

    For: Operators who want evidence-backed findings and guided correction support.

    Request a Signal Integrity Audit

    Step 3 · Improve — at scale

    Signal Architecture Engagement™

    By inquiry

    AnswersCan this be designed into how my group operates?

    A scoped engagement for groups: signal architecture across locations, platforms and teams. Pricing is under development and set per engagement.

    For: Groups and brands ready to build interpretation into operations.

    Start an inquiry

    Ongoing · Verify

    Signal Integrity IQ™

    By inquiry

    AnswersHow is interpretation holding across my whole portfolio, over time?

    A private workspace for groups and multi-location operators: ongoing interpretation tracking, dimension scorecards, implementation status and executive reporting.

    For: Hospitality groups where AI-driven discovery moves real revenue.

    Read more before deciding

    • Signal Architecture™ — how the corrected signal is built →
    • The Signal Gap — what the diagnosis actually finds →

    The Food Architect

    Helping restaurants become impossible to misunderstand.

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

    Free Tools

    • Free Guest Read
    • Operator Prompt Desk
    • Free Signal Kit
    • Operator Vocabulary Library
    • Signal Vault™

    Quick Links

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    • FAQ

    Resources

    • The Interpretation Gap™ — Doctrine
    • Published Observations
    • Field Notes, Vol. 1
    • How AI Recommends Restaurants
    • P.E.D.A.L. Framework
    • Vibe-Based Discovery Brief
    • Interpretation Glossary
    • How We Talk About This
    • Guest Review Guide
    • The Complete Operator Guide
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    • Origin: Three Lenses
    • What I Actually Do
    • Connect to ChatGPT & Claude
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    Contact

    Questions about your visibility?

    hello@thefoodarchitect.restaurant

    @maggiethefoodarchitect

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