PAGE 01
The full picture
The cover sets the scope: a deep dive into what AI says about the brand, where it is wrong, and what to fix first.
AI Brand Truth Report · 06 October 2026
AI’s version of your brand is not always the truth.
An evidence-led report on what AI gets wrong, what it can retrieve, and which fixes deserve attention first.
Get the full 31-page sample report
Every question. Every model.
The answer matrix · Report page 04
A public-sources sample
31 pages · Full sample report
32 questions · Ten models and one search-grounded answer engine
Evidence first · Public sources, sourced findings, prioritized actions
Inside the report
See everything AI gets WRONG about your brand.
Scroll through actual report pages below. Each image is shown at its full landscape aspect ratio; select any page to enlarge it.
PAGE 02
Truth on a page
A concise view of the report’s evidence and priorities, designed to make the important signal easy to find.
PAGE 03
Memory vs. retrieval
The sample distinguishes what models recall from what a search-grounded answer engine can retrieve.
PAGE 04
The truth wheel
A framework for organizing the brand facts and relationships an answer system needs to get right.
PAGE 05
Starbucks: fact-by-fact comparison
A separate Starbucks sample checks 32 brand facts across ten models and a search-grounded answer engine, showing correct, partial, outdated, and unanswered results.
Pages 01–04 are excerpts from a sample report prepared for Mauna Loa Macadamia Nuts on 6 October 2026. Page 05 is a separate Starbucks comparison dated 7 October 2026 and is not part of the downloadable Mauna Loa sample. Findings describe each sample’s tests and public-source review; they are not independent measurements or a claim of a client relationship.
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