Blue Bottle Coffee vs Panera Bread: AI Share of Voice Comparison
In the latest Famewise run (data as of 2026-08-11), Blue Bottle Coffee was named in 18 AI answers and Panera Bread in 94, across ChatGPT, Claude and Gemini with web search on and off. Panera Bread holds the larger share of voice. They are named together in 4 answers.
| Blue Bottle Coffee — answers naming it | 18 |
|---|---|
| Panera Bread — answers naming it | 94 |
| Share of voice split | Blue Bottle Coffee 16% / Panera Bread 84% |
| Answers naming both | 4 |
| AI models | OpenAI GPT, Anthropic Claude, Google Gemini |
Updated
Relative share of voice
Of the 112 mentions across the two brands, Blue Bottle Coffee takes 16% and Panera Bread 84%. They are named together in 4 answers.
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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 Blue Bottle Coffee or Panera Bread more visible in AI answers?
In the latest Famewise run, Blue Bottle Coffee is named in 18 AI answers and Panera Bread in 94. Panera Bread has the higher share of voice. The two are named together in 4 answers.
How are Blue Bottle Coffee and Panera Bread 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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