What are the biomechanical trade-offs of switching from a traditional daily trainer to aggressive carbon-plated marathon running shoes for weekly speedwork?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the biomechanical trade-offs of switching from a traditional daily trainer to aggressive carbon-plated marathon running shoes for weekly speedwork?
1 real search · 1 real-search pass
carbon plated running shoes biomechanics running economy injury risk calf Achilles metatarsal systematic review randomized studyGoogle ↗
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
carbon plated running shoes biomechanics running economy injury risk calf Achilles metatarsal systematic review randomized study Google ↗
- Metabolic effects of carbon-plated running shoes: a systematic review and meta-analysis · pmc.ncbi.nlm.nih.gov
- Frontiers | Metabolic effects of carbon-plated running shoes: a systematic review and meta-analysis · frontiersin.org
- Carbon plates in running shoes biomechanics: a systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- Carbon plates in running shoes biomechanics: a systematic review and meta-analysis · pmc.ncbi.nlm.nih.gov
- Systematic Review of the Role of Footwear Constructions in Running Biomechanics: Implications for Running-Related Injury and Performance. · pubmed.ncbi.nlm.nih.gov