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AI · March 24, 2026

AI Search Audit by Rank4AI

See how AI platforms actually interpret your business

What it does

The AI Search Audit checks 17 structural signals across 5 layers: Identity Clarity, Subject Authority, Meaning Architecture, Ecosystem Validation and Signal Consistency. Instead of testing prompts or counting citations, it evaluates the underlying data AI systems use — schema markup, entity consistency, content extractability, directory presence and misclassification risk. Audit covers Google AI Overviews, ChatGPT and Claude + No guessing, no AI opinion about AI — hard data, scored.

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