https://vercel.com/
Fair
Partially visible to AI, but significant gaps remain.
Crawlability
55
50% weight
Agent Readiness
57
25% weight
Agent Interaction
50
25% weight
Percentage of your rendered content visible to AI crawlers without JavaScript execution.
Quality of semantic HTML structure: headings, paragraphs, lists, and meta description.
Ratio of useful content to total HTML payload. Lower noise means AI crawlers process your content more efficiently.
Presence and richness of Schema.org JSON-LD structured data in the bot-visible HTML.
Completeness of OpenGraph, Twitter Card, Schema.org metadata, and canonical URL.
Whether your server can serve content in AI-friendly formats like Markdown, and whether you have an llms.txt file.
Whether pricing, features, and CTAs are in machine-readable HTML or Schema.org — not just rendered visually.
Adoption of AI-specific standards: robots.txt AI bot rules, sitemap.xml, MCP server card, and API catalog.
Use of semantic HTML5 elements like <nav>, <main>, <header>, <footer> that help AI agents understand page structure.
Whether buttons, links, and form inputs have proper labels so AI agents can identify interactive elements.
Skip navigation links, internal nav links, and whether content is accessible without infinite scroll.
Whether visual elements match their semantic meaning: image alt text, icon labels, and no hidden text.
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