What is the actual reputation of Liquid I.V. sugar free among runners who need hydration without extra calories?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the actual reputation of Liquid I.V. sugar free among runners who need hydration without extra calories?
1 real search · 1 real-search pass
Liquid I.V. sugar free review runners hydration calories taste sodium RedditGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Liquid I.V. sugar free review runners hydration calories taste sodium Reddit Google ↗
- Liquid IV · reddit.com
- Liquid IV · reddit.com
- What’s the consensus on the liquid IV? I’m finding it hard to justify the price tag · reddit.com
- Liquid I.V. Review (2026) · barbend.com
- Best Electrolyte Drinks (2026) · barbend.com
- Hydration Review: Liquid I.V. Hydration Multiplier: Sugar-Free · willwalkforcoffee.com
- Electrolyte powder that is lower in sugar but doesn’t have any zero-calorie sweeteners in it? · reddit.com
- Liquid I.V. Review: A Dietitian’s Experience and Opinion · healthline.com