Strong AI visibility with 24 of 28 criteria passing. Biggest gap: llms.txt file.
Education & EdTechEducation PlatformsVerdict
Strong AEO fundamentals scoring 78/100 with room for optimization. Key strengths include Schema.org Structured Data, Q&A Content Format, and Internal Linking Structure. Priority gaps: llms.txt File, Speakable Schema, and Content Licensing & AI Permissions.
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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 engines are citation machines -they need specific facts to quote. A page full of general advice with zero data points gives them nothing to work with.
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.
Most sites run default platform robots.txt with zero AI-specific rules. That's not a strategy -it's an accident. Explicit Allow rules for GPTBot, ClaudeBot, and PerplexityBot signal that your content is open for citation.
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