Are carbon plated marathon running shoes safe for senior citizens, or will they cause calf strains if I am not running at an elite pace?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are carbon plated marathon running shoes safe for senior citizens, or will they cause calf strains if I am not running at an elite pace?
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
carbon plated running shoes calf muscle strain Achilles tendon load recreational runners older adults evidence study Google ↗
carbon plate running shoes injury risk calf strain non elite runners biomechanics review Google ↗
- 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
- Bone Stress Injuries in Runners Using Carbon Fiber Plate Footwear · pmc.ncbi.nlm.nih.gov
- Bone Stress Injuries in Runners Using Carbon Fiber Plate Footwear | Sports Medicine · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
carbon plated running shoes calf muscle strain Achilles tendon load recreational runners older adults evidence study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
carbon plate running shoes injury risk calf strain non elite runners biomechanics review OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |