do ceramic coated pans actually last longer than two years if you never use metal utensils and hand wash them every time
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
do ceramic coated pans actually last longer than two years if you never use metal utensils and hand wash them every time
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). 1 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
ceramic nonstick cookware coating lifespan two years manufacturer care high heat degradation independent testing Google ↗
ceramic cookware durability nonstick performance longevity testing years consumer reports Google ↗
- 6 Best Nonstick Frying Pans of 2026, Lab-Tested and Reviewed · consumerreports.org
- Least Durable Nonstick Frying Pans and What to Buy Instead · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ceramic nonstick cookware coating lifespan two years manufacturer care high heat degradation independent testing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ceramic cookware durability nonstick performance longevity testing years consumer reports OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |