Weak AI visibility with 26 of 48 criteria passing. Biggest gap: speakable schema.
Healthcare & Patient AdvocacyHealthcare TechnologyVerdict
Critical AEO gaps at 44/100 - somnea.co is largely invisible to AI engines. Key strengths include llms.txt File, Schema.org Structured Data, and Internal Linking Structure. Priority gaps: Speakable Schema, Query-Answer Alignment, and Answer-First Placement.
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Guides for the criteria with the most room for improvement
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.
You wrote a 3,000-word guide on "customer support automation." But people ask AI "how do I reduce support ticket volume?" If your content doesn't match the actual queries, AI can't connect the dots.
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.
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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