Weak AI visibility with 9 of 22 criteria passing. Biggest gap: llms.txt file.
Verdict
Overstandlabs.com has a solid technical base for crawlability and indexing, but it is not yet AEO-ready for consistent AI citation. Strengths include clean HTTPS HTML, a strong canonical setup, and meaningful internal linking (27 internal links), plus Organization schema detected in 2 JSON-LD blocks. The biggest blockers are missing machine-readable discovery and policy assets: `/llms.txt` returns 404, `sitemap.xml` returns 404, no RSS/Atom feed is available, and no `ai.txt` policy is present. Content is also under-structured for answer engines, with only 1 question-style heading, no dedicated `/faq` page (404), no FAQPage schema, and limited expert/source attribution.
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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.
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.
AI engines are citation machines -they need specific facts to quote. A page full of general advice with zero data points gives them nothing to work with.
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