Nine out of ten brands receive zero mentions in AI search responses. That is the headline finding from Victorious's Q1 2026 research, which analysed how frequently brands are cited across AI-powered search tools including Google AI Overviews, ChatGPT Search, and Perplexity. The remaining 10% of brands that do appear in AI answers share a specific set of characteristics - and those characteristics are replicable.

