Moderate AI visibility with 32 of 48 criteria passing. Biggest gap: content licensing & ai permissions.
Biotech & PharmaceuticalsPharmaceuticalsVerdict
Below-average AEO readiness at 58/100 - multiple areas need attention. Key strengths include llms.txt File, Schema.org Structured Data, and RSS/Atom Feed. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Q&A Content Format.
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Top Opportunities10
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Guides for the criteria with the most room for improvement
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.
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 assistants are question-answering machines. When your content is already shaped as questions and answers, you're handing AI a pre-formatted citation. Sites that do this right get extracted -sites that don't get skipped.
You published a great blog post in January. It's now February and nothing else has appeared. AI engines notice -and they're crawling less often because of it.
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