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.
See whether AI search reaches buyers and creates qualified opportunities with five measures covering brand…
OuterBox launches OBxFrontier, a custom AI development service that maps client workflow problems and builds…
Tom Capper of STAT walks through the biggest AI search measurement challenges and a tactical…
See why LLMs get your brand positioning wrong and how to fix it.
AnswerShare reports more recommendations in a client test after publishing sourced brand context. Here is…
Test whether honest expectations and money-back guarantees build trust in health marketing, then judge results…