Scoring Methodology
Understand how we evaluate your site's AI readiness across 7 categories and 127 checks.
7 Audit Categories, 127 Checks
Each category targets a critical dimension of AI engine visibility, from crawler access to brand authority.
AI Visibility
25 pts38 checks covering AI crawlers, citability, lens.txt, AI Discovery files, brand-mention scans, and LLM citation simulation.
Platform Analysis
5 pts5 checks scoring readiness for Google AIO, ChatGPT, Perplexity, Gemini, and Bing Copilot.
Technical
20 pts13 checks: HTTPS, robots.txt, meta tags, security headers, CWV, SSR detection, CDN bypass, IndexNow.
Content (E-E-A-T)
25 pts14 checks: Experience, Expertise, Authoritativeness, Trustworthiness, freshness, GEO leverage, long-form boosts.
Schema
10 pts11 checks: JSON-LD, Microdata, RDFa, rich-result eligibility, sameAs audit, GEO-critical schemas.
Citability Deep
Cat 1–647 detect.* methods from Audit: citability density, definition patterns, format mix, snippet readiness, KG density.
Brand Entity
15 pts8 checks: Wikipedia/Wikidata, Knowledge Graph, entity disambiguation, sameAs validity, industry recognition.
Scoring System
On-Site Readiness /85
Free tier for unverified domains. Brand authority (15 pts) excluded.
Full Composite /100
Pro tier for verified domains. Includes brand authority signals.
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