Real ChatGPT answer · index seedGDRKoOB7OygcompleteAutomotive · car repair and maintenanceinformational
Is it cheaper to buy tires at Sam s Club or Costco right now if I am trying to stick to a strict maintenance budget for my commuter car
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to buy tires at Sam s Club or Costco right now if I am trying to stick to a strict maintenance budget for my commuter car
2 real searches · 1 real-search pass
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)
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
Sam's Club vs Costco tire prices installation fees promotions October 2026 Google ↗
Costco tire center installation package included lifetime maintenance road hazard warranty 2026 Sam's Club tire installation price package 2026 Google ↗
- Tires & Auto · costco.com
- Costco Road Hazard Warranty · tires.costco.com
- Sam's Club Tire & Battery Center Services · help.samsclub.com
- Find and Buy Tires Online at Sams Club · samsclub.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sam's Club vs Costco tire prices installation fees promotions October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Costco tire center installation package included lifetime maintenance road hazard warranty 2026 Sam's Club tire installation price package 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |