Real ChatGPT answer · index seedy5gt4cDLbOscompleteFinance and banking · budgeting and savingcommercial

Looking for the best credit cards for building credit while in college that actually offer decent cash back on groceries.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for the best credit cards for building credit while in college that actually offer decent cash back on groceries.
2 real searches · 1 real-search pass
best student credit cards groceries cash back 2026 Capital One Savor Student Discover it Student Bank of America Customized Cash Rewards for StudentsGoogle ↗
OBSERVEDComparison
official student credit card grocery cash back rates 2026 Capital One Savor Student Discover it Student Bank of America Customized Cash RewardsGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

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 student credit cards groceries cash back 2026 Capital One Savor Student Discover it Student Bank of America Customized Cash Rewards for Students Google ↗
official student credit card grocery cash back rates 2026 Capital One Savor Student Discover it Student Bank of America Customized Cash Rewards Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best student credit cards groceries cash back 2026 Capital One Savor Student Discover it Student Bank of America Customized Cash Rewards for Students
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
official student credit card grocery cash back rates 2026 Capital One Savor Student Discover it Student Bank of America Customized Cash Rewards
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1