Nuun vs ROAR Organic: AI Share of Voice Comparison
In the latest Famewise run (data as of 2026-11-09), Nuun was named in 50 AI answers and ROAR Organic in 4, across ChatGPT, Claude and Gemini with web search on and off. Nuun holds the larger share of voice. They are named together in 4 answers.
| Nuun — answers naming it | 50 |
|---|---|
| ROAR Organic — answers naming it | 4 |
| Share of voice split | Nuun 93% / ROAR Organic 7% |
| Answers naming both | 4 |
| AI models | OpenAI GPT, Anthropic Claude, Google Gemini |
Updated
Relative share of voice
Of the 54 mentions across the two brands, Nuun takes 93% and ROAR Organic 7%. 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 Nuun or ROAR Organic more visible in AI answers?
In the latest Famewise run, Nuun is named in 50 AI answers and ROAR Organic in 4. Nuun has the higher share of voice. The two are named together in 4 answers.
How are Nuun and ROAR Organic 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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