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.
We audited an AEO agency's own AI visibility.
AEO agency for B2B SaaS (anonymized)
An agency that sells Answer Engine Optimization scores 95.3 when asked about by name and 15.6 on the discovery questions its buyers actually type. Five engines, five runs each, 200 scored calls.
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.