Moderate AI visibility with 31 of 48 criteria passing. Biggest gap: llms.txt file.
Developer Tools & InfrastructureAI & ML PlatformsVerdict
Moderate AEO readiness at 63/100 with significant gaps to address. Key strengths include Clean, Crawlable HTML, Original Data & Expert Analysis, and Sitemap Completeness. Priority gaps: llms.txt File, Speakable Schema, and Answer Capsule Pattern.
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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.
AI systems don't cite websites -they cite entities. A verifiable business with an address, named authors, and social proof. Our self-audit (88/100) still loses points here because we lack a physical address. That's how strict this criterion is.
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.
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