Weak AI visibility with 26 of 48 criteria passing. Biggest gap: q&a content format.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Critical AEO gaps at 45/100 - iyfusa.org is largely invisible to AI engines. Key strengths include llms.txt File, Sitemap Completeness, and Canonical URL Strategy. Priority gaps: Q&A Content Format, Speakable Schema, and Query-Answer Alignment. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.
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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.
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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