Real ChatGPT answer · index seedNmGLEwdckKAcompleteRetail and ecommerce · kitchenwarecommercial

I burned the bottom of my favorite enameled Dutch oven tonight and need to know immediately if Bar Keepers Friend is safe to use on it or if I will ruin the coating.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I burned the bottom of my favorite enameled Dutch oven tonight and need to know immediately if Bar Keepers Friend is safe to use on it or if I will ruin the coating.
3 real searches · 1 real-search pass
Bar Keepers Friend official FAQ enameled cast iron cookware safe useGoogle ↗
OBSERVEDOther / navigational
Le Creuset official cleaning burnt food enameled cast iron baking sodaGoogle ↗
OBSERVEDOther / navigational
Lodge enameled cast iron care cleaning burnt food baking sodaGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Bar Keepers Friend official FAQ enameled cast iron cookware safe use Google ↗
Le Creuset official cleaning burnt food enameled cast iron baking soda Google ↗
Lodge enameled cast iron care cleaning burnt food baking soda Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Bar Keepers Friend official FAQ enameled cast iron cookware safe use
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Le Creuset official cleaning burnt food enameled cast iron baking soda
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Lodge enameled cast iron care cleaning burnt food baking soda
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1