Moderate AI visibility with 32 of 48 criteria passing. Biggest gap: llms.txt file.
Verdict
Moderate AEO readiness at 62/100 with significant gaps to address. Key strengths include Q&A Content Format, Original Data & Expert Analysis, and Internal Linking Structure. Priority gaps: llms.txt File, Speakable Schema, and Evidence Packaging.
How to Improve
Top Opportunities10
Fix It With AI38
Score Breakdown
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Guides for the criteria with the most room for improvement
Tidio has a 251-line llms.txt. Crisp has zero. The score gap: +29 points. This single file tells AI assistants exactly what your site does -and without it, they're guessing.
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.
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.
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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