AI Visibility Score

Methodology

Each signal returns 0 or 1; weighted sum × 100 = score. Weights are calibrated against BrandCited's 9-engine 30-day citation dataset.

• Organization schema (20%) — Organization, Corporation, LocalBusiness, NewsMediaOrganization
• llms.txt present (15%) — at site root, at least 50 bytes
• AI crawlers allowed in robots.txt (15%) — GPTBot, ClaudeBot, PerplexityBot, Google-Extended
• sameAs links ≥ 5 (15%)
• Valid sitemap.xml (10%) — returns a <urlset> document
• Content schemas (15%) — FAQPage, HowTo, Article, BlogPosting, Product, SoftwareApplication
• Canonical URL declared (10%)

Full methodology at /methodology.