Weak AI visibility with 3 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
logosguard.com has a solid technical base for crawlability, but it is not AEO-ready in its current state. The site performs well on clean HTML and accessibility signals (HTTPS enabled, 29,686 characters of visible text, semantic elements present, and 22/22 images with alt text), yet core machine-readable discovery assets are missing. Critical files and metadata return 404 or absent states, including /llms.txt, /robots.txt, /sitemap.xml, canonical tags, and JSON-LD. With only 2 internal links and no extractable list/table structures, AI engines have limited pathways and structured context to confidently cite the brand.
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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 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.
No date on your page? AI engines treat it like a rumor -undated and deprioritized. Here's how we audit whether your timestamps are actually machine-readable.
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