Land O'Lakes vs Nielsen-Massey: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-08-11), Land O'Lakes was named in 15 AI answers and Nielsen-Massey in 21, across ChatGPT, Claude and Gemini with web search on and off. Nielsen-Massey holds the larger share of voice. They are named together in 10 answers.

Key data
Land O'Lakes — answers naming it15
Nielsen-Massey — answers naming it21
Share of voice splitLand O'Lakes 42% / Nielsen-Massey 58%
Answers naming both10
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Land O'Lakes tracked
15answers mention it
#7.5avg position
Positive (+0.72)sentiment
Nielsen-Massey tracked
21answers mention it
#8.1avg position
Positive (+0.85)sentiment

Relative share of voice

Of the 36 mentions across the two brands, Land O'Lakes takes 42% and Nielsen-Massey 58%. They are named together in 10 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 Land O'Lakes or Nielsen-Massey more visible in AI answers?

In the latest Famewise run, Land O'Lakes is named in 15 AI answers and Nielsen-Massey in 21. Nielsen-Massey has the higher share of voice. The two are named together in 10 answers.

How are Land O'Lakes and Nielsen-Massey 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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