Each dimension maps to a real signal AI engines use to decide who gets recommended.
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Crawlability
Can AI crawlers read your pages? Checks robots.txt, sitemap, rendering, and content accessibility.
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Structured Data
Are your pages marked up for AI comprehension? Validates schema.org types, JSON-LD, and business identity.
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Citation Readiness
Is your content structured the way AI engines prefer to cite? Direct answers, FAQ schema, content depth.
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AI Engine Check
Live queries to ChatGPT, Gemini, Brave AI, and Grok — does your brand appear in their responses?
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AI Hygiene
Are you signalling correctly? Checks AI.txt preferences, content format, and accessibility for AI agents.
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Agent Readiness
Can AI agents interact with your site? Checks MCP server cards, API discovery, and link headers.