Real ChatGPT answer · index seedTpaxTiiVlwUcompleteFinance and banking · budgeting and savingbrand

What are the current gas reward programs or apps that give the best discounts for someone driving a beater to their new job?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current gas reward programs or apps that give the best discounts for someone driving a beater to their new job?
1 real search · 1 real-search pass
best gas rewards apps programs discounts cents per gallon 2026 Upside GasBuddy Shell Fuel Rewards Exxon Mobil Rewards Circle K Inner Circle current termsGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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
best gas rewards apps programs discounts cents per gallon 2026 Upside GasBuddy Shell Fuel Rewards Exxon Mobil Rewards Circle K Inner Circle current terms Google ↗
  1. Upside website · upside.com
  2. GasBuddy website · gasbuddy.com
  3. Shell Fuel Rewards · shell.us
  4. BP website · bp.com
  5. Circle K website · circlek.com
  6. Rewards website · chevrontexacorewards.com
  7. Best fuel rewards programs in the US in 2026 · thepointsguy.com
  8. Best Gas Apps to Help With Fuel Costs · nerdwallet.com
  9. Shell Fuel Rewards ™ – GasBuddy Help Center · help.gasbuddy.com
  10. Fetch app · fetch.com
  11. Checkout 51 · checkout51.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best gas rewards apps programs discounts cents per gallon 2026 Upside GasBuddy Shell Fuel Rewards Exxon Mobil Rewards Circle K Inner Circle current terms
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1