Real ChatGPT answer · index seed6F56LRWaQXocompleteRetail and ecommerce · kitchenwarecommercial

What are the leading brands of Japanese carbon steel chef knives that offer superior edge retention over stainless steel?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the leading brands of Japanese carbon steel chef knives that offer superior edge retention over stainless steel?
1 real search · 1 real-search pass
leading Japanese carbon steel knife brands Aogami Super Shirogami edge retention comparisonGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
leading Japanese carbon steel knife brands Aogami Super Shirogami edge retention comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
leading Japanese carbon steel knife brands Aogami Super Shirogami edge retention comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1