The 5-Level GEO Audit: A Diagnostic Framework for Brand Visibility in AI Search Engines
The 5-Level GEO Audit Most marketing teams test their AI search visibility with a single query: They open ChatGPT or Perplexity, type "What is [Our Brand]?" , watch the model return an accurate paragraph, and mark the task as complete. Passing a self-branded query is a vanity metric. It confirms on…
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- 2026-10-10 19:39 · DEV Community — Machine Learning
The 5-Level GEO Audit: A Diagnostic Framework for Brand Visibility in AI Search Engines