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Adam Parkerleft a comment
We built this because every AI visibility tool we found was doing the same thing — testing prompts, counting citations, tracking mentions. That's useful, but it only tells you what AI is saying right now. It doesn't tell you why. If your business is being misclassified, ignored or inconsistently described across AI platforms, the problem isn't the prompt. It's the underlying signals AI systems...
AI Search Audit by Rank4AI See how AI platforms actually interpret your business
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.
AI Search Audit by Rank4AI See how AI platforms actually interpret your business