AI visibility tools move beyond brand mentions to explain what shapes answers

As shoppers turn to ChatGPT, Gemini and other AI assistants for product research, visibility platforms are evolving from mention counters into systems that track citations, context, competitors and the changes brands need to make. AI visibility has become a distinct…













