Are ceramic frying pans completely toxic-free like the manufacturers claim, or do they contain hidden chemicals that flake off into food over time?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are ceramic frying pans completely toxic-free like the manufacturers claim, or do they contain hidden chemicals that flake off into food over time?
3 real searches · 1 real-search pass
ceramic nonstick cookware sol gel coating composition PFAS PTFE migration safety FDA consumer testingGoogle ↗
OBSERVED
ceramic cookware coating degradation particle release food safety study silica sol gelGoogle ↗
OBSERVED
FDA cookware ceramic nonstick coatings PFAS lead cadmium guidanceGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
ceramic nonstick cookware sol gel coating composition PFAS PTFE migration safety FDA consumer testing Google ↗
ceramic cookware coating degradation particle release food safety study silica sol gel Google ↗
FDA cookware ceramic nonstick coatings PFAS lead cadmium guidance Google ↗
- Consumer Use Effects on Nanoparticle Release from Commercially Available Nanoceramic Cookware · nist.gov
- Consumer use effects on nanoparticle release from commercially available ceramic cookware · sciencedirect.com
- What's Cooking 2021 Update · ecocenter.org
- You Can’t Always Trust Claims on ‘Non-Toxic’ Cookware · consumerreports.org
- The safe use of cookware and bakeware · canada.ca
- Letter to Retailers and Distributors of Cookware · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ceramic nonstick cookware sol gel coating composition PFAS PTFE migration safety FDA consumer testing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ceramic cookware coating degradation particle release food safety study silica sol gel OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FDA cookware ceramic nonstick coatings PFAS lead cadmium guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |