Halo Top vs Oatly: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-08-17), Halo Top was named in 19 AI answers and Oatly in 69, across ChatGPT, Claude and Gemini with web search on and off. Oatly holds the larger share of voice. They are named together in 2 answers.

Key data
Halo Top — answers naming it19
Oatly — answers naming it69
Share of voice splitHalo Top 22% / Oatly 78%
Answers naming both2
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Halo Top tracked
19answers mention it
#3.1avg position
Positive (+0.33)sentiment
Oatly tracked
69answers mention it
#3.0avg position
Positive (+0.37)sentiment

Relative share of voice

Of the 88 mentions across the two brands, Halo Top takes 22% and Oatly 78%. 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 Halo Top or Oatly more visible in AI answers?

In the latest Famewise run, Halo Top is named in 19 AI answers and Oatly in 69. Oatly has the higher share of voice. The two are named together in 2 answers.

How are Halo Top and Oatly 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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