Real ChatGPT answer · index seed52hoPioHdMAcompleteFood and restaurants · grocery shoppingcomparison
Are name brand cereals like Cheerios nutritionally superior to the giant bags of Malt O Meal at Walmart, or am I just paying for marketing?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are name brand cereals like Cheerios nutritionally superior to the giant bags of Malt O Meal at Walmart, or am I just paying for marketing?
3 real searches · 1 real-search pass
Cheerios original nutrition facts serving sugar fiber sodium whole grain official General MillsGoogle ↗
OBSERVEDShort fact
Malt-O-Meal cereal nutrition facts bag varieties nutrition label official Post Consumer BrandsGoogle ↗
OBSERVEDOther / navigational
compare breakfast cereal nutrition whole grain added sugar fiber FDA nutrition facts labelGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Cheerios original nutrition facts serving sugar fiber sodium whole grain official General Mills Google ↗
Malt-O-Meal cereal nutrition facts bag varieties nutrition label official Post Consumer Brands Google ↗
compare breakfast cereal nutrition whole grain added sugar fiber FDA nutrition facts label Google ↗
- What to look for in a breakfast cereal · health.harvard.edu
- Original Cheerios · cheerios.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Cheerios original nutrition facts serving sugar fiber sodium whole grain official General Mills OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Malt-O-Meal cereal nutrition facts bag varieties nutrition label official Post Consumer Brands OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
compare breakfast cereal nutrition whole grain added sugar fiber FDA nutrition facts label OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |