Weak AI visibility with 22 of 48 criteria passing. Biggest gap: llms.txt file.
Healthcare & Patient AdvocacyHospital & Health CareVerdict
Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include Q&A Content Format, Sitemap Completeness, and RSS/Atom Feed. Priority gaps: llms.txt File, Schema.org Structured Data, and Definition Patterns.
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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.
"What is AEO?" -14% of all AI queries start with "What is." If your content doesn't answer with a clean definition sentence, someone else's will.
You want AI engines to cite your content. But have you actually told them they're allowed to? Most sites haven't -and AI systems default to conservative behavior.
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