Weak AI visibility with 32 of 48 criteria passing. Biggest gap: content licensing & ai permissions.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Critical AEO gaps at 45/100 - infracost.io is largely invisible to AI engines. Key strengths include llms.txt File, Schema.org Structured Data, and Internal Linking Structure. Priority gaps: Content Licensing & AI Permissions, Speakable Schema, and Image Context for AI. 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.
You published a great blog post in January. It's now February and nothing else has appeared. AI engines notice -and they're crawling less often because of it.
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