How do caffeine-infused energy gels compare to regular carbohydrate gels for late-stage endurance performance according to recent sports science studies?
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The searches the AI actually ran for this prompt.
SEED QUERY
How do caffeine-infused energy gels compare to regular carbohydrate gels for late-stage endurance performance according to recent sports science studies?
2 real searches · 1 real-search pass
2023 2024 2025 sports science randomized trial caffeine carbohydrate gel endurance performance late exercise comparison carbohydrate only gel time trial fatigue systematic reviewGoogle ↗
OBSERVEDComparison
caffeine ingestion endurance exercise position stand dose timing carbohydrate caffeine gel performance meta-analysis 2024 2025Google ↗
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
2023 2024 2025 sports science randomized trial caffeine carbohydrate gel endurance performance late exercise comparison carbohydrate only gel time trial fatigue systematic review Google ↗
caffeine ingestion endurance exercise position stand dose timing carbohydrate caffeine gel performance meta-analysis 2024 2025 Google ↗
- Synergy of carbohydrate and caffeine ingestion on physical performance and metabolic responses to exercise: A systematic review with meta-analysis · pubmed.ncbi.nlm.nih.gov
- Full article: Effect of caffeine ingestion on time trial performance in cyclists: a systematic review and meta-analysis · tandfonline.com
- Effects of Caffeine Dose and Administration Method on Time-Trial Performance: A Systematic Review and Network Meta-Analysis · pmc.ncbi.nlm.nih.gov
- Effects of Caffeine Dose and Administration Method on Time-Trial Performance: A Systematic Review and Network Meta-Analysis · pubmed.ncbi.nlm.nih.gov
- Effects of Carbohydrate and Caffeine-Based Energy Gel Ingestion on Blood Glucose, Blood Lactate and Performance During Prolonged Cycling - International Journal of Disabilities Sports and Health Sciences · dergipark.org.tr
- Cao et al. (2024) – Caffeine and cycling time-trial performance · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2023 2024 2025 sports science randomized trial caffeine carbohydrate gel endurance performance late exercise comparison carbohydrate only gel time trial fatigue systematic review OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
caffeine ingestion endurance exercise position stand dose timing carbohydrate caffeine gel performance meta-analysis 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |