PondralBrand audit profiles.
Real AI visibility audits of real brands, scored on Pondral's published five-factor rubric. Full evidence transparency: every score links to the raw AI response.
Each profile audits a brand across ChatGPT, Claude, Gemini, Perplexity, and Grok. We publish the methodology, the scores, and the takeaways so you can see exactly how AI visibility works in practice.
The #1 spa franchise scores 38 on AI visibility. Here's what every brand can learn.
National spa franchise (anonymized)
Brand strength gets you into the candidate set. Page quality gets you cited. A full audit of why a market-leading franchise underperforms in AI engines.
Coming soon: a SaaS company that owns its category on Google but barely exists in AI.
B2B SaaS (category leader)
Page-one rankings and strong domain authority do not automatically translate to AI visibility. This audit explores why.
Coming soon: a regional healthcare system vs. the national brands AI engines prefer.
Regional health system
AI engines default to the biggest names. This audit profiles a regional system competing against Mayo Clinic and Cleveland Clinic in AI-generated recommendations.