What is the most effective half marathon nutrition strategy for avoiding muscle cramps during long training runs in hot weather?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most effective half marathon nutrition strategy for avoiding muscle cramps during long training runs in hot weather?
2 real searches · 1 real-search pass
exercise associated muscle cramps hydration sodium carbohydrate endurance exercise hot weather consensus guidelines sodium sweat rate ACSM position standGoogle ↗
OBSERVEDReason
sports nutrition endurance exercise carbohydrate 30 60 g per hour hydration avoid overdrinking sodium hot weather consensus statementGoogle ↗
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 (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
exercise associated muscle cramps hydration sodium carbohydrate endurance exercise hot weather consensus guidelines sodium sweat rate ACSM position stand Google ↗
sports nutrition endurance exercise carbohydrate 30 60 g per hour hydration avoid overdrinking sodium hot weather consensus statement Google ↗
- IOC consensus statement on recommendations and regulations for sport events in the heat · bjsm.bmj.com
- Consensus Recommendations on Training and Competing in the Heat · pmc.ncbi.nlm.nih.gov
- IOC consensus statement on recommendations and regulations for sport events in the heat · pmc.ncbi.nlm.nih.gov
- Consensus statement · casem-acmse.org
- nutrition nutrition GUIDE FUELING FOR PERFORMANCE · usada.org
- Heat Illness Consensus Statement · nata.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
exercise associated muscle cramps hydration sodium carbohydrate endurance exercise hot weather consensus guidelines sodium sweat rate ACSM position stand OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
sports nutrition endurance exercise carbohydrate 30 60 g per hour hydration avoid overdrinking sodium hot weather consensus statement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |