Weak AI visibility with 22 of 48 criteria passing. Biggest gap: llms.txt file.
E-commerceE-commerce PlatformsVerdict
Critical AEO gaps at 42/100 - boxologic.com is largely invisible to AI engines. Key strengths include Fact & Data Density, Canonical URL Strategy, and Topic Coherence. Priority gaps: llms.txt File, RSS/Atom Feed, and Table & List Extractability.
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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.
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.
Your comparison table looks great in the browser. But it's built with divs and CSS Grid, so ChatGPT sees a blob of text. Here's what that costs you.
AI doesn't take your word for it. When you publish content as "Admin" or "Staff Writer," you're telling AI engines that nobody at your company was willing to put their name on it. Person schema, author bios, and credential markup are how you prove a real expert wrote your content.
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