The AI Citation Readiness Gap: Who Wins When the Web Can't Be Cited
We graded 3.3 million websites for AI citation readiness (AEO). Just 1.5% pass — 98.5% are structurally invisible to answer engines. Gambling leads at 14.2% (nine times the web), Finance is quietly second at 4.5%, and the industry that builds the web — Computer & Electronics — trails at 0.6%. Shopify-built and Cloudflare-fronted sites pass three-to-five times the average, Vietnamese content leads every language, and the data exposes a hard disconnect: only 8.7% of the web's most-trusted (EEAT-A) sites are citation-ready. Trust and citability are different capabilities.