Real ChatGPT answer · index seedzRbJKfISg70completeHealth and wellness · fitness and exerciseinformational
Can you summarize the current expert consensus on the best pre workout supplements for parents who need sustained energy without the terrible afternoon crash?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you summarize the current expert consensus on the best pre workout supplements for parents who need sustained energy without the terrible afternoon crash?
4 real searches · 1 real-search pass
2026 expert consensus pre-workout supplements caffeine creatine beta alanine citrulline evidence position stand safetyGoogle ↗
OBSERVEDReason
NIH Office Dietary Supplements exercise athletic performance supplements caffeine creatine fact sheet third party certificationGoogle ↗
OBSERVEDOther / navigational
FDA caffeine 400 mg adults sleep caffeine timing afternoon crash guidanceGoogle ↗
OBSERVEDInstruction
American Academy Sleep Medicine caffeine sleep 6 hours before bedtime studyGoogle ↗
OBSERVEDConsequence
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
2026 expert consensus pre-workout supplements caffeine creatine beta alanine citrulline evidence position stand safety Google ↗
NIH Office Dietary Supplements exercise athletic performance supplements caffeine creatine fact sheet third party certification Google ↗
FDA caffeine 400 mg adults sleep caffeine timing afternoon crash guidance Google ↗
American Academy Sleep Medicine caffeine sleep 6 hours before bedtime study Google ↗
- Dietary Supplements for Exercise and Athletic Performance · ods.od.nih.gov
- Dietary Supplements for Exercise and Athletic Performance · ods.od.nih.gov
- The effect of caffeine on subsequent sleep: A systematic review and meta-analysis · pubmed.ncbi.nlm.nih.gov
- The effect of caffeine on subsequent sleep: A systematic review and meta-analysis · doi.org
- Dose and timing effects of caffeine on subsequent sleep: a randomized clinical crossover trial | SLEEP · academic.oup.com
- Spilling the Beans: How Much Caffeine is Too Much? · fda.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 expert consensus pre-workout supplements caffeine creatine beta alanine citrulline evidence position stand safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NIH Office Dietary Supplements exercise athletic performance supplements caffeine creatine fact sheet third party certification OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FDA caffeine 400 mg adults sleep caffeine timing afternoon crash guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Sleep Medicine caffeine sleep 6 hours before bedtime study OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |