Are high fiber cereals actually effective for weight loss or is it just a marketing gimmick by cereal companies
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are high fiber cereals actually effective for weight loss or is it just a marketing gimmick by cereal companies
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
high fiber cereal weight loss randomized trial dietary fiber satiety systematic review meta-analysis Google ↗
dietary fiber intake weight loss randomized controlled trials appetite satiety review cereal nutrition added sugar Google ↗
- Cereal Fibers and Satiety: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Cereal Fibers and Satiety: A Systematic Review · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
high fiber cereal weight loss randomized trial dietary fiber satiety systematic review meta-analysis OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
dietary fiber intake weight loss randomized controlled trials appetite satiety review cereal nutrition added sugar OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |