Bucked Up vs C4: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-11-09), Bucked Up was named in 5 AI answers and C4 in 25, across ChatGPT, Claude and Gemini with web search on and off. C4 holds the larger share of voice. They are named together in 4 answers.

Key data
Bucked Up — answers naming it5
C4 — answers naming it25
Share of voice splitBucked Up 17% / C4 83%
Answers naming both4
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Bucked Up tracked
5answers mention it
#4.8avg position
Positive (+0.77)sentiment
C4 tracked
25answers mention it
#3.1avg position
Positive (+0.62)sentiment

Relative share of voice

Of the 30 mentions across the two brands, Bucked Up takes 17% and C4 83%. They are named together in 4 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 Bucked Up or C4 more visible in AI answers?

In the latest Famewise run, Bucked Up is named in 5 AI answers and C4 in 25. C4 has the higher share of voice. The two are named together in 4 answers.

How are Bucked Up and C4 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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