Fishers Island Lemonade vs Long Drink: AI Share of Voice Comparison

In the latest Famewise run (data as of 2026-08-11), Fishers Island Lemonade was named in 4 AI answers and Long Drink in 20, across ChatGPT, Claude and Gemini with web search on and off. Long Drink holds the larger share of voice. They are named together in 2 answers.

Key data
Fishers Island Lemonade — answers naming it4
Long Drink — answers naming it20
Share of voice splitFishers Island Lemonade 17% / Long Drink 83%
Answers naming both2
AI modelsOpenAI GPT, Anthropic Claude, Google Gemini

Updated

Fishers Island Lemonade tracked
4answers mention it
#6.8avg position
Positive (+0.76)sentiment
Long Drink tracked
20answers mention it
#5.0avg position
Positive (+0.75)sentiment

Relative share of voice

Of the 24 mentions across the two brands, Fishers Island Lemonade takes 17% and Long Drink 83%. 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 Fishers Island Lemonade or Long Drink more visible in AI answers?

In the latest Famewise run, Fishers Island Lemonade is named in 4 AI answers and Long Drink in 20. Long Drink has the higher share of voice. The two are named together in 2 answers.

How are Fishers Island Lemonade and Long Drink 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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