Honey Bunches of Oats vs Purely Elizabeth: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-08-17), Honey Bunches of Oats was named in 8 AI answers and Purely Elizabeth in 45, across ChatGPT, Claude and Gemini with web search on and off. Purely Elizabeth holds the larger share of voice. They are named together in 4 answers.

Key data
Honey Bunches of Oats — answers naming it8
Purely Elizabeth — answers naming it45
Share of voice splitHoney Bunches of Oats 15% / Purely Elizabeth 85%
Answers naming both4
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Honey Bunches of Oats tracked
8answers mention it
#5.7avg position
Neutral (+0.10)sentiment
Purely Elizabeth tracked
45answers mention it
#4.1avg position
Positive (+0.73)sentiment

Relative share of voice

Of the 53 mentions across the two brands, Honey Bunches of Oats takes 15% and Purely Elizabeth 85%. 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 Honey Bunches of Oats or Purely Elizabeth more visible in AI answers?

In the latest Famewise run, Honey Bunches of Oats is named in 8 AI answers and Purely Elizabeth in 45. Purely Elizabeth has the higher share of voice. The two are named together in 4 answers.

How are Honey Bunches of Oats and Purely Elizabeth 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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