Real ChatGPT answer · index seedP2COufr6HiEcompleteRetail and ecommerce · deals and couponsinformational
Do Costco gas station savings actually make up for the annual membership fee when I only drive my old car to campus a few times a week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do Costco gas station savings actually make up for the annual membership fee when I only drive my old car to campus a few times a week?
1 real search · 1 real-search pass
Costco US annual Gold Star membership fee 2026 gas station fuel savings average price per gallon 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)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Costco US annual Gold Star membership fee 2026 gas station fuel savings average price per gallon comparison Google ↗
- COST Annual Report 2025.pdf · sec.gov
- Would You Save More on Gas with Costco, Walmart or Another Membership? · kiplinger.com
- Costco Gasoline and Sam's Club Fuel Center Gas Savings · consumerreports.org