Moderate AI visibility with 27 of 48 criteria passing. Biggest gap: llms.txt file.
Biotech & PharmaceuticalsMedical DevicesVerdict
Below-average AEO readiness at 52/100 - multiple areas need attention. Key strengths include Original Data & Expert Analysis, Internal Linking Structure, and RSS/Atom Feed. Priority gaps: llms.txt File, Speakable Schema, and Extraction Friction Score.
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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.
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.
Your content is brilliant. AI can't read it. Sentences averaging 35 words, jargon-packed leads, and hidden content behind toggles create friction that makes AI skip you for a simpler source. Extraction Friction measures how hard AI has to work to pull answers from your pages.
AI engines give your page about 300 words to prove it has the answer. Sites that open with "In today's rapidly evolving landscape..." waste that window. Sites that open with the answer win the citation. We track this across every audit - and the gap is brutal.
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