Moderate AI visibility with 37 of 48 criteria passing. Biggest gap: comprehensive faq section.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Moderate AEO readiness at 62/100 with significant gaps to address. Key strengths include llms.txt File, Q&A Content Format, and Content Freshness Signals. Priority gaps: Comprehensive FAQ Section, Speakable Schema, and Owned Data Density.
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Top Opportunities10
Fix It With AI36
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Guides for the criteria with the most room for improvement
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.
Anonymous content is untrusted content. AI engines check for author bylines, bio links, reviewer credits, and Person schema to decide whether a page comes from a credible creator. Creator Transparency measures how clearly your content identifies its authors and their qualifications.
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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