Can you recommend the top cash-back credit cards for college students with a limited credit history who want to buy groceries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the top cash-back credit cards for college students with a limited credit history who want to buy groceries?
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 student credit cards cash back groceries Discover it Student Chrome Capital One Savor Student eligibility terms Google ↗
best cash back credit cards for college students limited credit history groceries student cards 2026 Google ↗
- Savor Student Credit Card · capitalone.com
- 8 Best Student Credit Cards of November 2026 · cnbc.com
- Discover it Student Cash Back Card · discover.com
- Best Credit Cards for No Credit History in October 2026 · bankrate.com
- The best credit cards for college students · thepointsguy.com
- Best College Student Credit Cards of September 2026 · nerdwallet.com
- Best College Student Credit Cards of September 2026 · nerdwallet.com
- Best Student Credit Cards of 2026 · money.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 student credit cards cash back groceries Discover it Student Chrome Capital One Savor Student eligibility terms OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
best cash back credit cards for college students limited credit history groceries student cards 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |