Cheerios vs Frosted Flakes
How do Cheerios and Frosted Flakes compare inside AI answers? Across the latest Famewise run, here is each brand's visibility in ChatGPT, Claude and Gemini — and how often they are named together.
Relative share of voice
Of the 51 mentions across the two brands, Cheerios takes 86% and Frosted Flakes 14%. They are named together in 6 answers.
How this is measured
Famewise generates the category-level questions consumers ask AI assistants, then asks them to current OpenAI GPT, Anthropic Claude and Google Gemini models — each question with web search on and off. An extraction model records every brand named in every answer, the position of its first mention, and the sentiment toward it. Brands are ranked by visibility: the share of this category's answers that name them at least once. Share of mentions is a different cut of the same data — each brand's slice of every brand mention in the category. Every number reflects the latest scheduled run.
Frequently asked questions
Is Cheerios or Frosted Flakes more visible in AI answers?
In the latest Famewise run, Cheerios is named in 44 AI answers and Frosted Flakes in 7. Cheerios has the higher share of voice. The two are named together in 6 answers.
How are Cheerios and Frosted Flakes measured?
Famewise asks current OpenAI GPT, Anthropic Claude and Google Gemini models the questions consumers ask in these brands' categories — with and without web search — and records every brand each answer names, its position, and the sentiment toward it.
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