Weak AI visibility with 25 of 48 criteria passing. Biggest gap: q&a content format.
Marketing AutomationMarketing & AdvertisingVerdict
Critical AEO gaps at 43/100 - wvon.com is largely invisible to AI engines. Key strengths include llms.txt File, RSS/Atom Feed, and Fact & Data Density. Priority gaps: Q&A Content Format, Comprehensive FAQ Section, and Speakable Schema. Topic coherence is moderate at 5/10, capping the score at 60. Tighter topical focus would lift this ceiling.
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Top Opportunities10
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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.
Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.
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 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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