Weak AI visibility with 5 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
munify.ai shows a solid technical base for crawlability and structure (HTTPS enabled, 52 internal links, one clear H1, and semantic elements like main/nav/footer/section), but it is not yet AEO-ready at the metadata and machine-interpretation layer. Core discoverability assets are missing: /llms.txt returns 404, sitemap.xml returns 404, no JSON-LD schema types were detected, and no canonical tag is present. Content has some Q&A strength (4 question headings), yet extractability and trust signals remain limited with no FAQPage schema, no Person/Organization schema, only 2 quantitative data points, and no source attributions.
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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.
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.
Sitemaps tell crawlers what exists. RSS feeds tell them what changed. If you don't have one, your new content waits days -or weeks -to be discovered.
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