Fiber One vs Special K: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-11-09), Fiber One was named in 6 AI answers and Special K in 14, across ChatGPT, Claude and Gemini with web search on and off. Special K holds the larger share of voice. They are named together in 3 answers.

Key data
Fiber One — answers naming it6
Special K — answers naming it14
Share of voice splitFiber One 30% / Special K 70%
Answers naming both3
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Fiber One
6answers mention it
#5.5avg position
Positive (+0.35)sentiment
Special K tracked
14answers mention it
#3.4avg position
Positive (+0.64)sentiment

Relative share of voice

Of the 20 mentions across the two brands, Fiber One takes 30% and Special K 70%. They are named together in 3 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.

Read the full methodology — sample sizes, formulas and refresh frequency →

Frequently asked questions

Is Fiber One or Special K more visible in AI answers?

In the latest Famewise run, Fiber One is named in 6 AI answers and Special K in 14. Special K has the higher share of voice. The two are named together in 3 answers.

How are Fiber One and Special K 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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