Are ceramic nonstick pans actually safer than teflon or are people having the same scratching issues with both types
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are ceramic nonstick pans actually safer than teflon or are people having the same scratching issues with both types
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).
Searches and sources
ChatGPT2 real searches · gpt-6
FDA PTFE nonstick cookware safety overheating fumes PFOA phaseout ceramic cookware coating durability scratching study Google ↗
ceramic nonstick cookware coating durability loses nonstick properties abrasion scratch comparison PTFE Google ↗
- Towards a greener kitchen: Can sol-gel ceramic non-stick coatings replace polytetrafluoroethylene? · sciencedirect.com
- Least Durable Nonstick Frying Pans and What to Buy Instead · consumerreports.org
- Questions and Answers on PFAS in Food · fda.gov
- Towards a greener kitchen: Can sol-gel ceramic non-stick coatings replace polytetrafluoroethylene? · doi.org
- How does nonstick cookware work, and should you switch to ‘green’ pans? · cen.acs.org
- You Can’t Always Trust Claims on ‘Non-Toxic’ Cookware · consumerreports.org
- Authorized Uses of PFAS in Food Contact Applications · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA PTFE nonstick cookware safety overheating fumes PFOA phaseout ceramic cookware coating durability scratching study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ceramic nonstick cookware coating durability loses nonstick properties abrasion scratch comparison PTFE OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |