Raaka Chocolate vs Vosges Haut-Chocolat: AI Share of Voice Comparison
In the latest Famewise run (data as of 2026-11-09), Raaka Chocolate was named in 11 AI answers and Vosges Haut-Chocolat in 10, across ChatGPT, Claude and Gemini with web search on and off. Raaka Chocolate holds the larger share of voice. They are named together in 4 answers.
| Raaka Chocolate — answers naming it | 11 |
|---|---|
| Vosges Haut-Chocolat — answers naming it | 10 |
| Share of voice split | Raaka Chocolate 52% / Vosges Haut-Chocolat 48% |
| Answers naming both | 4 |
| AI models | OpenAI GPT, Anthropic Claude, Google Gemini |
Updated
Relative share of voice
Of the 21 mentions across the two brands, Raaka Chocolate takes 52% and Vosges Haut-Chocolat 48%. 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 Raaka Chocolate or Vosges Haut-Chocolat more visible in AI answers?
In the latest Famewise run, Raaka Chocolate is named in 11 AI answers and Vosges Haut-Chocolat in 10. Raaka Chocolate has the higher share of voice. The two are named together in 4 answers.
How are Raaka Chocolate and Vosges Haut-Chocolat 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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