Real ChatGPT answer · index seed4QAOsmmAgWscompleteFood and restaurants · cooking equipmentinformational

Which affordable ceramic nonstick skillet brands actually hold up to metal utensils so my clumsy friends stop scratching my pans?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which affordable ceramic nonstick skillet brands actually hold up to metal utensils so my clumsy friends stop scratching my pans?
1 real search · 1 real-search pass
ceramic nonstick skillet metal utensil safe claims durability testing affordable brands GreenPan Caraway OXO T-fal 2026Google ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
ceramic nonstick skillet metal utensil safe claims durability testing affordable brands GreenPan Caraway OXO T-fal 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ceramic nonstick skillet metal utensil safe claims durability testing affordable brands GreenPan Caraway OXO T-fal 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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