Which inexpensive pre workout brands have the cleanest ingredient labels with the fewest reported side effects?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which inexpensive pre workout brands have the cleanest ingredient labels with the fewest reported side effects?
1 real search · 1 real-search pass
best budget pre workout clean ingredients transparent label caffeine side effects 2026Google ↗
OBSERVEDComparison
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
best budget pre workout clean ingredients transparent label caffeine side effects 2026 Google ↗
- Best Pre-Workout Supplements in 2026: 5 Labels Compared and Ranked · healthbritannica.com
- Best Pre-Workout Supplements of 2026, Tested and R.D.-Approved · barbend.com
- Best Cheap Pre-Workout (2026) · barbend.com
- 5 Best Budget Pre-Workouts of 2026 for Energy, Pumps, and Value · fitnessvolt.com
- Best Pre-Workout Supplements Of 2026: Lab Tested And Reviewed · tollbit.forbes.com
- Top Clean Pre-Workout Supplements in 2026 · riseabove.org
- Dietary Supplements for Exercise and Athletic Performance · ods.od.nih.gov
- Spilling the Beans: How Much Caffeine is Too Much? · fda.gov