Real ChatGPT answer · index seedAQP0HLgpAu0completeAutomotive · trucks and SUVscommercial

I need recommendations for the quietest all-terrain tires that still offer great traction on muddy construction job sites.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need recommendations for the quietest all-terrain tires that still offer great traction on muddy construction job sites.
1 real search · 1 real-search pass
quietest all-terrain tires mud traction comparison road noise Falken Wildpeak AT4W Toyo Open Country AT3 Continental TerrainContact AT Cooper Road+Trail ATGoogle ↗
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
quietest all-terrain tires mud traction comparison road noise Falken Wildpeak AT4W Toyo Open Country AT3 Continental TerrainContact AT Cooper Road+Trail AT Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
quietest all-terrain tires mud traction comparison road noise Falken Wildpeak AT4W Toyo Open Country AT3 Continental TerrainContact AT Cooper Road+Trail AT
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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