Real ChatGPT answer · index seedE39mDnKYX08completeFinance and banking · budgeting and savingcomparison

Is it better to use a 0 percent APR balance transfer card or a personal loan from Upstart to clear out my credit card debt this week

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to use a 0 percent APR balance transfer card or a personal loan from Upstart to clear out my credit card debt this week
2 real searches · 1 real-search pass
2026 current Upstart personal loan APR origination fee repayment terms officialGoogle ↗
OBSERVED
2026 balance transfer credit card typical transfer fees 0 percent intro APR CFPBGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 current Upstart personal loan APR origination fee repayment terms official Google ↗
2026 balance transfer credit card typical transfer fees 0 percent intro APR CFPB Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 current Upstart personal loan APR origination fee repayment terms official
OBSERVED
Google ↗
AI Mode ↗
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of 1
2026 balance transfer credit card typical transfer fees 0 percent intro APR CFPB
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1