Moderate AI visibility with 25 of 40 criteria passing. Biggest gap: llms.txt file.
Healthcare & Patient AdvocacyHealth & WellnessVerdict
Below-average AEO readiness at 57/100 - multiple areas need attention. Key strengths include Schema.org Structured Data, Semantic HTML5 & Accessibility, and RSS/Atom Feed. Priority gaps: llms.txt File, Definition Patterns, and Speakable Schema. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.
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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.
"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.
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.
A statistic without a source is a liability. A claim without attribution is invisible. We track evidence packaging across every audit and the pattern is clear - sites that cite their sources get cited by AI. Sites that state facts without attribution get skipped.
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