Strong AI visibility with 26 of 34 criteria passing. Biggest gap: speakable schema.
Healthcare & Patient AdvocacyMedical PracticeVerdict
Strong AEO fundamentals scoring 74/100 with room for optimization. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: Speakable Schema, Image Context for AI, and Content Licensing & AI Permissions.
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Guides for the criteria with the most room for improvement
AI engines are citation machines -they need specific facts to quote. A page full of general advice with zero data points gives them nothing to work with.
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.
A page built with <div> everywhere looks the same to AI as a page with no structure at all. Semantic elements -<main>, <article>, <section>, <time> -are the markup that tells AI where your content starts, what it means, and how it's organized.
Most sites run default platform robots.txt with zero AI-specific rules. That's not a strategy -it's an accident. Explicit Allow rules for GPTBot, ClaudeBot, and PerplexityBot signal that your content is open for citation.
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