Real ChatGPT answer · index seedQyuDMsY5zXwcompleteAutomotive · car buying processcomparison

Is it cheaper to buy winter tires and steel wheels or all season tires when living in an area with heavy snow and ice

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper to buy winter tires and steel wheels or all season tires when living in an area with heavy snow and ice
2 real searches · 1 real-search pass
2026 winter tire prices steel wheels seasonal tire change cost versus all season tires snow iceGoogle ↗
OBSERVEDComparison
winter tires versus all season tires snow ice stopping distance safety cost seasonal swap steel wheels total costGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
2026 winter tire prices steel wheels seasonal tire change cost versus all season tires snow ice Google ↗
winter tires versus all season tires snow ice stopping distance safety cost seasonal swap steel wheels total cost Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 winter tire prices steel wheels seasonal tire change cost versus all season tires snow ice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
winter tires versus all season tires snow ice stopping distance safety cost seasonal swap steel wheels total cost
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1