Real ChatGPT answer · index seedCYGXvGjlZEMcompleteFinance and banking · budgeting and savingcommercial
Evaluate current gas rewards credit cards and commuter benefits programs to minimize monthly travel expenses for a thirty mile daily highway commute in Northern California.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluate current gas rewards credit cards and commuter benefits programs to minimize monthly travel expenses for a thirty mile daily highway commute in Northern California.
4 real searches · 1 real-search pass
best gas credit cards 2026 US cashback gas rewards annual fee current terms Costco gas Sam's Club gas cardsGoogle ↗
OBSERVEDComparison
California commuter benefits law employer pre-tax transit parking 2026 commuter benefits program officialGoogle ↗
OBSERVEDReason
Northern California average gasoline price October 2026 AAA California gas priceGoogle ↗
OBSERVEDShort fact
IRS 2026 commuter benefit monthly limit transit parking qualified transportation fringeGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best gas credit cards 2026 US cashback gas rewards annual fee current terms Costco gas Sam's Club gas cards Google ↗
California commuter benefits law employer pre-tax transit parking 2026 commuter benefits program official Google ↗
Northern California average gasoline price October 2026 AAA California gas price Google ↗
IRS 2026 commuter benefit monthly limit transit parking qualified transportation fringe Google ↗
- AAA: California Gas Prices Dip Below 6 Dollars Before Halloween · contracosta.news
- Gas Prices Ease this Week, but High Crude Oil Prices may put the Brakes on Declines · info.oregon.aaa.com
- Fuel Rewards website · fuelrewards.com
- Rewards website · chevrontexacorewards.com
- Costco website · costco.com
- How to Save Money on Gas With the Right Credit Card · consumerreports.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best gas credit cards 2026 US cashback gas rewards annual fee current terms Costco gas Sam's Club gas cards OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California commuter benefits law employer pre-tax transit parking 2026 commuter benefits program official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Northern California average gasoline price October 2026 AAA California gas price OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
IRS 2026 commuter benefit monthly limit transit parking qualified transportation fringe OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |