Weak AI visibility with 22 of 48 criteria passing. Biggest gap: q&a content format.
Education & EdTechEducation PlatformsVerdict
Critical AEO gaps at 41/100 - ootb.education is largely invisible to AI engines. Key strengths include llms.txt File, Canonical URL Strategy, and Duplicate Content Blocks. Priority gaps: Q&A Content Format, Speakable Schema, and Query-Answer Alignment.
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Guides for the criteria with the most room for improvement
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.
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.
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