Nielsen-Massey vs Rumford: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-11-09), Nielsen-Massey was named in 7 AI answers and Rumford in 8, across ChatGPT, Claude and Gemini with web search on and off. Rumford holds the larger share of voice. They are named together in 2 answers.

Key data
Nielsen-Massey — answers naming it7
Rumford — answers naming it8
Share of voice splitNielsen-Massey 47% / Rumford 53%
Answers naming both2
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Nielsen-Massey tracked
7answers mention it
#1.9avg position
Positive (+0.89)sentiment
Rumford tracked
8answers mention it
#2.8avg position
Positive (+0.83)sentiment

Relative share of voice

Of the 15 mentions across the two brands, Nielsen-Massey takes 47% and Rumford 53%. They are named together in 2 answers.

Category leaderboards

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 Nielsen-Massey or Rumford more visible in AI answers?

In the latest Famewise run, Nielsen-Massey is named in 7 AI answers and Rumford in 8. Rumford has the higher share of voice. The two are named together in 2 answers.

How are Nielsen-Massey and Rumford 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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