Is a ceramic nonstick coating safer for health than cheap stainless steel, and which option costs less to maintain over five years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a ceramic nonstick coating safer for health than cheap stainless steel, and which option costs less to maintain over five years?
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 safety PFAS silica coating overheating stainless steel nickel chromium leaching health evidence Google ↗
stainless steel vs ceramic nonstick cookware five year cost durability replacement prices Google ↗
- Ceramic vs. Stainless Steel Cookware (8 Key Differences) · prudentreviews.com
- Ceramic cookware vs. stainless steel cookware: Which one is best? · shopping.yahoo.com
- Stainless Steel vs Nonstick Pans · mykitchenadvice.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ceramic nonstick cookware safety PFAS silica coating overheating stainless steel nickel chromium leaching health evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
stainless steel vs ceramic nonstick cookware five year cost durability replacement prices OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |