Moderate AI visibility with 33 of 48 criteria passing. Biggest gap: content licensing & ai permissions.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Moderate AEO readiness at 61/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Clean, Crawlable HTML. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Page Speed: Load Blockers.
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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.
AI engines increasingly prioritize content from people who have direct experience with their topic. Generic "top 10 best" listicles written from secondhand research score poorly. Pages with specific actions taken, limitations discovered, and numeric results earned score well. First-Hand Experience Signals measure whether your content shows evidence of real-world involvement.
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