Weak AI visibility with 0 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
ohm.ai is currently not AEO-ready, with an overall score of 6/100 and 15 of 22 criteria marked MISSING. Core machine-readability foundations are absent, including llms.txt (0), structured data (0), canonical tags (0), direct-answer formatting (0), and internal linking (0). Even where files exist, implementation is weak: robots.txt lacks AI crawler directives and sitemap references (3), and sitemap.xml is not valid/complete (2). The result is a site that AI systems can access over HTTPS but cannot confidently parse, attribute, or cite.
Scoreboard
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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.
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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