Real ChatGPT answer · index seedgLwRBzRkH8McompleteAutomotive · tiresinformational

Are there specific policy differences when booking a tire installation at Costco versus a traditional standalone mechanic shop

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there specific policy differences when booking a tire installation at Costco versus a traditional standalone mechanic shop
2 real searches · 1 real-search pass
Costco Tire Center tire installation policies included installation lifetime maintenance road hazard warranty officialGoogle ↗
OBSERVEDReason
independent tire shop customer supplied tires installation policy mounting balancing warranty 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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Costco Tire Center tire installation policies included installation lifetime maintenance road hazard warranty official Google ↗
independent tire shop customer supplied tires installation policy mounting balancing warranty comparison Google ↗
  1. Tire Center FAQs · customerservice.costco.com
  2. Costco Road Hazard Warranty · tires.costco.com
  3. Tires & Auto · costco.com
  4. Tires: Shop for Car, SUV & Truck Tires - Costco · tires.costco.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Costco Tire Center tire installation policies included installation lifetime maintenance road hazard warranty official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
independent tire shop customer supplied tires installation policy mounting balancing warranty comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1