Moderate AI visibility with 23 of 48 criteria passing. Biggest gap: llms.txt file.
Biotech & PharmaceuticalsPharmaceuticalsVerdict
Below-average AEO readiness at 54/100 - multiple areas need attention. Key strengths include Sitemap Completeness, RSS/Atom Feed, and Table & List Extractability. Priority gaps: llms.txt File, Schema.org Structured Data, and Q&A Content Format.
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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.
Tidio runs 4 JSON-LD schema types. Crisp runs zero. That's not a coincidence -it's the difference between a 63 and a 34. Structured data is the machine-readable layer AI trusts most.
AI assistants are question-answering machines. When your content is already shaped as questions and answers, you're handing AI a pre-formatted citation. Sites that do this right get extracted -sites that don't get skipped.
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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We build citation-ready content that AI engines choose as the answer.