Liquid I.V. vs Seapoint Farms Dry Roasted Edamame

How do Liquid I.V. and Seapoint Farms Dry Roasted Edamame compare inside AI answers? Across the latest Famewise run, here is each brand's visibility in ChatGPT, Claude and Gemini — and how often they are named together.

Liquid I.V.
359answers mention it
#19.8avg position
Positive (+0.44)sentiment
Seapoint Farms Dry Roasted Edamame
28answers mention it
#20.9avg position
Positive (+0.75)sentiment

Relative share of voice

Of the 387 mentions across the two brands, Liquid I.V. takes 93% and Seapoint Farms Dry Roasted Edamame 7%. They are named together in 27 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 share of voice: the number of answers that mention them. Every number reflects the latest scheduled run.

Frequently asked questions

Is Liquid I.V. or Seapoint Farms Dry Roasted Edamame more visible in AI answers?

In the latest Famewise run, Liquid I.V. is named in 359 AI answers and Seapoint Farms Dry Roasted Edamame in 28. Liquid I.V. has the higher share of voice. The two are named together in 27 answers.

How are Liquid I.V. and Seapoint Farms Dry Roasted Edamame 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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