Comparing gas rewards credit cards versus wholesale club memberships for fuel savings to see which saves our family more money annually.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing gas rewards credit cards versus wholesale club memberships for fuel savings to see which saves our family more money annually.
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
2026 gas rewards credit cards fuel cash back rates annual fees Costco Sam's Club BJ's gas savings Google ↗
2026 gas savings Costco Sam's Club BJ's membership annual fee fuel discount rewards credit cards comparison Google ↗
- Best Gas Credit Cards of November 2026 · nerdwallet.com
- Costco Visa vs. Sam's Club Mastercard: How They Differ · nerdwallet.com
- Sam's Club Membership | Low Gas Prices, Free Shipping & Instant Savings · samsclub.com
- How To Get Cheap Gas at Wholesale Clubs · cnbc.com
- Would You Save More on Gas with Costco, Walmart or Another Membership? · kiplinger.com
- Best Gas Rewards Credit Cards of October 2026 · cnbc.com
- How to Save Money on Gas With the Right Credit Card · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 gas rewards credit cards fuel cash back rates annual fees Costco Sam's Club BJ's gas savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 gas savings Costco Sam's Club BJ's membership annual fee fuel discount rewards credit cards comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |