Weak AI visibility with 26 of 48 criteria passing. Biggest gap: llms.txt file.
Healthcare & Patient AdvocacyHealth & WellnessVerdict
Below-average AEO readiness at 49/100 - multiple areas need attention. Key strengths include Fact & Data Density, Canonical URL Strategy, and Content Publishing Velocity. Priority gaps: llms.txt File, Schema.org Structured Data, and Speakable Schema.
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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.
Voice assistants need to pick which paragraph to read aloud from your page. Without Speakable markup, they guess -and they frequently guess wrong, reading your cookie notice.
You have three pages about "live chat pricing." AI doesn't know which one to cite - so it cites none. Content cannibalization is when your own content competes with itself, splitting the authority signal and confusing AI engines.
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