Weak AI visibility with 24 of 48 criteria passing. Biggest gap: llms.txt file.
Developer Tools & InfrastructureSecurity & ComplianceVerdict
Below-average AEO readiness at 48/100 - multiple areas need attention. Key strengths include Internal Linking Structure, Sitemap Completeness, and Canonical URL Strategy. Priority gaps: llms.txt File, Author & Expert Schema, and Speakable Schema. Topic coherence is 4/10, which caps the overall score at 55. Focusing content on core expertise areas is the single highest-impact improvement.
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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.
AI doesn't take your word for it. When you publish content as "Admin" or "Staff Writer," you're telling AI engines that nobody at your company was willing to put their name on it. Person schema, author bios, and credential markup are how you prove a real expert wrote your content.
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.
You wrote a 3,000-word guide on "customer support automation." But people ask AI "how do I reduce support ticket volume?" If your content doesn't match the actual queries, AI can't connect the dots.
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