Can wearing double layered running socks improve blister prevention better than using traditional lubricants and powders?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can wearing double layered running socks improve blister prevention better than using traditional lubricants and powders?
1 real search · 1 real-search pass
double layer running socks blister prevention randomized trial lubricants powders evidenceGoogle ↗
OBSERVEDReason
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
double layer running socks blister prevention randomized trial lubricants powders evidence Google ↗
- Friction Blisters of the Feet: A Critical Assessment of Current Prevention Strategies · pmc.ncbi.nlm.nih.gov
- Prevention of Friction Blisters in Outdoor Pursuits: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Skin Diseases in Long‐Distance Runners - Ahomies - 2025 - JEADV Clinical Practice · onlinelibrary.wiley.com
- Friction blisters and sock fiber composition. A double-blind study · pubmed.ncbi.nlm.nih.gov