Real ChatGPT answer · index seedbJx4wmGBOTYcompleteAutomotive · car repair and maintenancecomparison
Compare Sam's Club and Costco tire installation packages to see which club membership saves me more money overall.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Sam's Club and Costco tire installation packages to see which club membership saves me more money overall.
1 real search · 1 real-search pass
2026 Sam's Club tire installation package price per tire Costco tire installation package price membership fee included servicesGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Sam's Club tire installation package price per tire Costco tire installation package price membership fee included services Google ↗
- What is the difference between each type of membership? · customerservice.costco.com
- Benefits of Club & Plus Membership · help.samsclub.com
- Costco vs. Sam’s Club Memberships: 2026 Fees and Benefits · itechguides.com
- Tires & Auto · costco.com
- The Costco Advantage · tires.costco.com
- Tire Installation Package · samsclub.com
- $20.00 per tire · scene7.samsclub.com
- Walmart+ with Sam’s Club Plus · walmart.com