Weak AI visibility with 7 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
kontigo.com shows a workable technical base for AEO, but it is not yet machine-readable enough to earn consistent AI citations. Crawlability fundamentals are solid (HTTPS enabled, 47,896 characters of indexable homepage text, valid sitemap with 36 URLs), and content already includes FAQ material and quantitative claims. However, core discoverability artifacts are missing: `/llms.txt` returns 404, `/robots.txt` returns 404, no JSON-LD schema types were detected, and no canonical tags were found. The result is a site with useful content but weak AI interpretation signals, reflected in the current overall score of 37.
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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.
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.
Same content, three URLs, zero canonical tags. Congratulations -you just split your authority three ways and gave AI crawlers a headache.
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