Real ChatGPT answer · index seedOsqIo7oEFSwcompleteAutomotive · trucks and SUVscomparison

Is it cheaper to buy winter tires for heavy snow online or at a local shop for my GMC Sierra 1500

ChatGPTgpt-61 query11/1/2026
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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 for heavy snow online or at a local shop for my GMC Sierra 1500
1 real search · 1 real-search pass
2026 winter tire online vs local shop total installed cost truck tires price comparisonGoogle ↗
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
2026 winter tire online vs local shop total installed cost truck tires price comparison Google ↗
  1. See online listing · walmart.com
  2. See online listing · walmart.com
  3. See online listing · walmart.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 winter tire online vs local shop total installed cost truck tires price comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1