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Liquid I.V. Sugar-Free

Latest three-month snapshot through 2026-07-24 · 1 wave. Use the controls above to change the window.

3%share of voice · 4 of 120 recommendation answers
0%named first in recommendation answers
67%positive tone · 4 of 6 coded mentions

Electrolyte Powder · 1 wave · n=120 answers, pooled

By model

How often each model brings the brand up in recommendation answers.

modelshare of voiceanswers
ChatGPT0%0 of 40
Claude0%0 of 40
Gemini10%4 of 40

Share of recommendations over time

Wave-by-wave share of recommendation answers that named this brand.

waveshare of voiceanswerschange
2026-07-243%4 of 120

What they call it

Recurring descriptions in the models' own words, grouped by theme.

In their words

6 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.

What they recommend

“Sweetened with Allulose (a sugar naturally found in figs and raisins) and Stevia”
Gemini · 2026-07-24 · Electrolyte Powder
“Unlike most sugar-free competitors, Liquid I.V. avoids stevia leaf extract and uses allulose. This completely side-steps the bitter, metallic aftertaste associated with stevia while remaining entirely sugar-free.”
Gemini · 2026-07-24 · Electrolyte Powder
“Tastes almost identical to their very popular original formula but contains absolutely no real sugar or artificial sweeteners.”
Gemini · 2026-07-24 · Electrolyte Powder
“They also make a highly-rated Liquid I.V. Sugar-Free version sweetened with allulose.”
Gemini · 2026-07-24 · Electrolyte Powder

Where they hedge

“Most sugar-free hydration brands (like LMNT, Liquid I.V. Sugar-Free, Ultima, or Nuun) use stevia, monk fruit, or artificial sweeteners”
Gemini · 2026-07-24 · Electrolyte Powder

What they warn about

“it cannot utilize the sodium-glucose cotransport mechanism, making it essentially just standard, expensive electrolyte water”
Gemini · 2026-07-24 · Electrolyte Powder

Where this comes from

2 of 6 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
pavilions.com1
forbes.com1

Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.