What do consumer watchdogs say about the hidden sugars and artificial dyes found in mainstream pre workout supplements reviewed recently?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do consumer watchdogs say about the hidden sugars and artificial dyes found in mainstream pre workout supplements reviewed recently?
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
consumer watchdog recent review mainstream pre-workout supplements hidden sugars artificial dyes consumer reports 2025 2026 Google ↗
pre workout supplements artificial dyes added sugars consumer advocacy review watchdog 2026 Google ↗
- 9 Best Pre-Workout Supplements, Tested by Experts · goodhousekeeping.com
- Pre-Workout Supplements: Ingredients, Precautions, and More · healthline.com
- Transparent Labs Review: Tried and Tested · healthline.com
- FDA Takes New Approach to "No Artificial Colors" Claims · fda.gov
- Proprietary Blends on Supplement Labels: What Must Be Shown, What Can Be Hidden and What Research Says · alternativemed.com
- Leader Formulas, LLC. Issues Voluntary Nationwide Recall of RAPTURE Preworkout Due to the Presence of 1,3-Dimethylamylamine (DMAA) · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
consumer watchdog recent review mainstream pre-workout supplements hidden sugars artificial dyes consumer reports 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
pre workout supplements artificial dyes added sugars consumer advocacy review watchdog 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |