
AI visibility in ChatGPT, Claude, and Google's AI Overviews correlates with search rank, not downstream from it. Kevin Indig's analysis of 30,000 AI citations across 500 software categories found no classic SEO metric strongly predicted citation frequency. 78 percent of 313 practitioners said their LLM visibility measurement is inaccurate.
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