Moderate AI visibility with 24 of 40 criteria passing. Biggest gap: llms.txt file.
Healthcare & Patient AdvocacyHospital & Health CareVerdict
Below-average AEO readiness at 53/100 - multiple areas need attention. Key strengths include Schema.org Structured Data, Q&A Content Format, and Canonical URL Strategy. Priority gaps: llms.txt File, Definition Patterns, and Speakable Schema.
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Fix It With AI33
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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.
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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