Moderate AI visibility with 38 of 48 criteria passing. Biggest gap: rss/atom feed.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Moderate AEO readiness at 62/100 with significant gaps to address. Key strengths include llms.txt File, Schema.org Structured Data, and Q&A Content Format. Priority gaps: RSS/Atom Feed, Speakable Schema, and Duplicate Content Blocks.
How to Improve
Top Opportunities10
Fix It With AI33
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Guides for the criteria with the most room for improvement
Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.
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.
Repeating the same paragraph in multiple sections of the same page is a quality signal that AI engines detect and penalize. Duplicate Content Blocks measures within-page content repetition. When more than 5% of your content is duplicated across sections, AI engines reduce citation confidence because the page appears auto-generated or padded.
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.
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