Real ChatGPT answer · index seed1cPtlOKIn3scompleteAutomotive · tirescomparison

How do budget brand ratings for snow traction compare between General Tire and cheaper federal options before winter hits?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do budget brand ratings for snow traction compare between General Tire and cheaper federal options before winter hits?
1 real search · 1 real-search pass
General Tire vs Federal winter tire snow traction ratings comparison Altimax Arctic 12 Federal Himalaya WS2 independent tests 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).

Searches and sources

ChatGPT1 real searches · gpt-6
General Tire vs Federal winter tire snow traction ratings comparison Altimax Arctic 12 Federal Himalaya WS2 independent tests 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
General Tire vs Federal winter tire snow traction ratings comparison Altimax Arctic 12 Federal Himalaya WS2 independent tests 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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