In partnership with Kevin Indig, we analyzed 3,981 domain appearances across ChatGPT, Gemini, Google AI Overviews, and Google AI Mode. The study reveals how AI engines treat citations and brand mentions differently, why “ghost citations“ are common, and what marketers can do to improve brand visibility in AI search.
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