What are the best cash back credit cards for families who spend the most money on utilities, gas, and everyday supermarket trips?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best cash back credit cards for families who spend the most money on utilities, gas, and everyday supermarket trips?
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
best cash back credit cards groceries gas utilities 2026 rewards rates annual fees caps US Google ↗
credit card cash back utilities bills 2026 best cards utility payments rewards Google ↗
- Best Credit Cards for Bills and Utilities of November 2026 · nerdwallet.com
- Best Cash Back Credit Cards of October 2026 · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best cash back credit cards groceries gas utilities 2026 rewards rates annual fees caps US OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
credit card cash back utilities bills 2026 best cards utility payments rewards OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |