Nestlé Toll House vs Tate's Bake Shop: AI Share of Voice Comparison
In the latest Famewise run (data as of 2026-11-09), Nestlé Toll House was named in 6 AI answers and Tate's Bake Shop in 24, across ChatGPT, Claude and Gemini with web search on and off. Tate's Bake Shop holds the larger share of voice. They are named together in 3 answers.
| Nestlé Toll House — answers naming it | 6 |
|---|---|
| Tate's Bake Shop — answers naming it | 24 |
| Share of voice split | Nestlé Toll House 20% / Tate's Bake Shop 80% |
| Answers naming both | 3 |
| AI models | OpenAI GPT, Anthropic Claude, Google Gemini |
Updated
Relative share of voice
Of the 30 mentions across the two brands, Nestlé Toll House takes 20% and Tate's Bake Shop 80%. 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 Nestlé Toll House or Tate's Bake Shop more visible in AI answers?
In the latest Famewise run, Nestlé Toll House is named in 6 AI answers and Tate's Bake Shop in 24. Tate's Bake Shop has the higher share of voice. The two are named together in 3 answers.
How are Nestlé Toll House and Tate's Bake Shop 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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