Weak AI visibility with 5 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
noya.io is currently at an early stage of AEO readiness, with an overall score of 23/100 and 10 of 22 criteria marked MISSING. Core machine-readable trust and extraction signals are absent, including llms.txt (404), JSON-LD schema (0 blocks found), FAQ schema/content (0), and AI licensing signals (0). While technical hygiene has solid foundations in places (Canonical URL Strategy: 10/10, Sitemap Completeness: 7/10, Clean Crawlable HTML: 7/10), answer-format content and factual density remain weak (Direct Answer Paragraphs: 1/10, Fact/Data Density: 2/10). The current setup is indexable, but not yet structured for strong AI citation, summarization, or entity confidence.
Scoreboard
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Guides for the criteria with the most room for improvement
Tidio has a 251-line llms.txt. Crisp has zero. The score gap: +29 points. This single file tells AI assistants exactly what your site does -and without it, they're guessing.
Tidio runs 4 JSON-LD schema types. Crisp runs zero. That's not a coincidence -it's the difference between a 63 and a 34. Structured data is the machine-readable layer AI trusts most.
Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.
AI has a trust hierarchy for sources. At the top: proprietary data and first-hand expert analysis. At the bottom: rewritten Wikipedia articles. We've watched AI preferentially cite sites with original benchmarks -even over bigger competitors.
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