What does AI actually say about you?
We ask each AI engine directly, score the real responses against a published 40-criterion rubric, and tell you exactly what to fix — with engine-specific playbooks.
Free single-engine audit. No credit card required.
Sample audit
See what you getKanbo
kanbo.comProject Management250 queries across 5 engines. 5 issues found, 17 playbooks generated. Bottom 44th percentile in Project Management.
How it works
Three steps, real responsesWe query every engine
50 canonical buyer queries sent to ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Each engine responds as itself.
We score real responses
40 criteria across 5 pillars. Each engine's actual output is scored against the published rubric. No guessing, no proxies.
You get engine-specific fixes
Severity-ranked remediation playbooks tailored to what each engine rewards. Different engines, different fixes.
Published methodology
Every scoring decision is documented, versioned, and public. Five pillars, 40 weighted criteria, detection methods, and scoring philosophy — all open for scrutiny.