Real ChatGPT answer · index seed4e92xyz6HWUcompleteAutomotive · tirescommercial

Do I need to buy dedicated winter tires for our Subaru Outback or will an aggressive all-season set be enough for midwestern winters?

ChatGPTgpt-61 query10/30/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do I need to buy dedicated winter tires for our Subaru Outback or will an aggressive all-season set be enough for midwestern winters?
1 real search · 1 real-search pass
Subaru Outback winter tires all-weather 3PMSF winter performance comparison Michelin CrossClimate2 Consumer ReportsGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Subaru Outback winter tires all-weather 3PMSF winter performance comparison Michelin CrossClimate2 Consumer Reports Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Subaru Outback winter tires all-weather 3PMSF winter performance comparison Michelin CrossClimate2 Consumer Reports
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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