Weak AI visibility with 0 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
mantys.io has very low AEO readiness with an overall score of 5, and most machine-readable discovery signals are missing. The crawl found no `llms.txt` (404), no `sitemap.xml` (404), no JSON-LD schema (`schema_block_count: 0`), and no canonical tag, which limits how AI engines identify, trust, and cite the site. What works today is limited to basic accessibility and indexability foundations: HTTPS is live, `robots.txt` returns 200, and both title and meta description are present. However, the homepage appears extremely thin for extraction (`homepage_text_length: 50`) with zero internal links and no structured answer patterns.
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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.
AI has a trust hierarchy for sources. At the top: proprietary data and first-hand expert analysis. At the bottom: rewritten Wikipedia articles. We've watched AI preferentially cite sites with original benchmarks -even over bigger competitors.
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