Run the first map. Make changes. Run it again to see how your brand is interpreted.
$150 · 3 reports over 2 months. Interactive report + PDF.
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Structure, entity signals, answerability.
Category, positioning, value logic, differentiation.
Internal logic, language stability, signal friction.
A clear read on signal strength across Machine, Market, and Meaning.
How your company appears from the outside before you change anything.
Whether your offer is easy to identify, place, and compare.
What is working, what is weak, and what creates confusion.
Whether AI models can read, structure, and surface your brand.
Which nearby categories and brands your signal sits close to.
What to address first across the website, messaging, SEO, or GEO.
Ready-to-use prompts for improving weak areas in ChatGPT or Claude.
Run up to 3 diagnostics within 2 months to compare changes after updates.
Explore deep evidence, signals, and priority areas inside the live report.
Download each report version for team review or client sharing.