Moderate AI visibility with 28 of 48 criteria passing. Biggest gap: llms.txt file.
E-commerceE-commerce PlatformsVerdict
Below-average AEO readiness at 58/100 - multiple areas need attention. Key strengths include Original Data & Expert Analysis, Internal Linking Structure, and Sitemap Completeness. Priority gaps: llms.txt File, Entity Disambiguation, and Page Speed: Load Blockers.
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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.
You say "Mercury" on your homepage. The planet? The element? The banking startup? AI doesn't know - and when it can't tell, it doesn't cite. Entity disambiguation is how you draw clear lines around what your business is and isn't.
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 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.
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