Weak AI visibility with 34 of 48 criteria passing. Biggest gap: content licensing & ai permissions.
Verdict
Critical AEO gaps at 45/100 - autonomous.ai is largely invisible to AI engines. Key strengths include llms.txt File, Schema.org Structured Data, and robots.txt for AI Crawlers. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Owned Data Density. Topic coherence is 3/10, which caps the overall score at 50. Focusing content on core expertise areas is the single highest-impact improvement.
How to Improve
Top Opportunities10
Fix It With AI37
Score Breakdown
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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 can't see your images. It reads the markup around them. A product photo with alt="image1.jpg" tells AI nothing. A figure with a descriptive figcaption and 8-word alt text tells AI exactly what it's looking at - and that context feeds directly into citation decisions.
No date on your page? AI engines treat it like a rumor -undated and deprioritized. Here's how we audit whether your timestamps are actually machine-readable.
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