Model perception (marker-based)
Measures how each major AI model recognizes the brand from its training data.
Methodology
Each audit section evaluates your brand against a documented rubric, applied identically across major AI providers. Scoring aligns with Google's E-E-A-T framework (Experience, Expertise, Authoritativeness, Trustworthiness). Full methodology and per-brand scoring detail ship with each paid audit report.
Competitive query ranking
Measures how prominently the brand and competitors appear in AI-generated recommendation lists for category search queries.
GEO readiness: Overall
Evaluates the homepage's readiness for AI-mediated discovery across structured dimensions.
Content gap matrix
Compares each brand's coverage of important GEO signal types.