February 24, 2026
13 min read
We cross-referenced 3.36 million EEAT-graded URLs against LLMSE's category index. The web's trust problem isn't mass failure — only 7.3% of sites score F — it's mass mediocrity: 47.3% land at grade D, the single largest band. Shopping leads industries with a 75.4% pass rate; Computer & Electronics, the sector that builds the web, trails every consumer category at 20.3%, with 77% of its sites stuck at D.
February 24, 2026
16 min read
We graded 3,337,318 URLs on AEO — how ready content is to be extracted and cited by AI answer engines like ChatGPT, Perplexity, and Google's AI Overviews. Only 1.5% pass; 88.8% score an outright F, and just 68 sites web-wide earn an A. The web's AEO grades are a cliff, not a curve. Gambling is the most ready category (14.2%); Computer & Electronics — the industry that builds the web — is among the least (0.6%). Here's what the AEO score measures, and why almost nobody passes it.