Weak AI visibility with 26 of 48 criteria passing. Biggest gap: speakable schema.
Developer Tools & InfrastructureDeveloper PlatformsVerdict
Below-average AEO readiness at 47/100 - multiple areas need attention. Key strengths include llms.txt File, Sitemap Completeness, and Fact & Data Density. Priority gaps: Speakable Schema, Answer-First Placement, and Owned Data Density. 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
Fix It With AI41
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Guides for the criteria with the most room for improvement
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 engines give your page about 300 words to prove it has the answer. Sites that open with "In today's rapidly evolving landscape..." waste that window. Sites that open with the answer win the citation. We track this across every audit - and the gap is brutal.
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.
A statistic without a source is a liability. A claim without attribution is invisible. We track evidence packaging across every audit and the pattern is clear - sites that cite their sources get cited by AI. Sites that state facts without attribution get skipped.
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