Weak AI visibility with 2 of 10 criteria passing. Biggest gap: llms.txt file.
Verdict
bumch.org is reachable over HTTPS and has server-rendered WordPress pages, but core AEO infrastructure is largely missing. The site currently lacks llms.txt, JSON-LD schema, and a working public sitemap endpoint, while key pages include `noindex, nofollow` directives that suppress discoverability for search and AI retrieval systems. Entity basics are present on About and Contact pages, but the site needs structured data, crawl guidance, and FAQ architecture to be AI-answer friendly.
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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.
Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.
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.
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