Bibigo vs Deep: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-08-17), Bibigo was named in 6 AI answers and Deep in 18, across ChatGPT, Claude and Gemini with web search on and off. Deep holds the larger share of voice. They are named together in 2 answers.

Key data
Bibigo — answers naming it6
Deep — answers naming it18
Share of voice splitBibigo 25% / Deep 75%
Answers naming both2
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Bibigo
6answers mention it
#5.8avg position
Positive (+0.83)sentiment
Deep tracked
18answers mention it
#5.1avg position
Positive (+0.71)sentiment

Relative share of voice

Of the 24 mentions across the two brands, Bibigo takes 25% and Deep 75%. They are named together in 2 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 Bibigo or Deep more visible in AI answers?

In the latest Famewise run, Bibigo is named in 6 AI answers and Deep in 18. Deep has the higher share of voice. The two are named together in 2 answers.

How are Bibigo and Deep 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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