Moderate AI visibility with 35 of 48 criteria passing. Biggest gap: content licensing & ai permissions.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Below-average AEO readiness at 58/100 - multiple areas need attention. Key strengths include llms.txt File, Schema.org Structured Data, and Clean, Crawlable HTML. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Query-Answer Alignment.
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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.
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.
You say "Mercury" on your homepage. The planet? The element? The banking startup? AI doesn't know - and when it can't tell, it doesn't cite. Entity disambiguation is how you draw clear lines around what your business is and isn't.
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