What specific sock material blends do elite marathoners use to eliminate blister friction during rainy race days?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific sock material blends do elite marathoners use to eliminate blister friction during rainy race days?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
elite marathon runners sock material blend rainy race day blister prevention merino nylon polyester elastane hydrophobic socks evidence Google ↗
running socks blister prevention wet conditions material blend polyester nylon merino wool research Google ↗
- Friction blisters and sock fiber composition. A double-blind study · pubmed.ncbi.nlm.nih.gov
- Blisters: Sock it to ‘em · hprc-online.org
- Friction Blisters of the Feet: A Critical Assessment of Current Prevention Strategies · pmc.ncbi.nlm.nih.gov
- Frictional Interaction between Running Sock Fabrics and Plantar Aspect of First Metatarsal Head in Different Moisture Conditions · sciencedirect.com
- The effect of two sock fabrics on perception and physiological parameters associated with blister incidence: a field study · pubmed.ncbi.nlm.nih.gov
- Effect of Two Sock Fabrics on Perception and Physiological Parameters Associated with Blister Incidence: A Field Study | Annals of Work Exposures and Health · academic.oup.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
elite marathon runners sock material blend rainy race day blister prevention merino nylon polyester elastane hydrophobic socks evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
running socks blister prevention wet conditions material blend polyester nylon merino wool research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |