What are the step by step instructions for doing a balance transfer versus taking out a personal loan for credit card debt
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the step by step instructions for doing a balance transfer versus taking out a personal loan for credit card debt
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
CFPB balance transfer credit card fees promotional APR pay off balance transfer Google ↗
CFPB personal loan debt consolidation compare APR origination fees prepayment penalty Google ↗
- What is a balance transfer fee? Can a balance transfer fee be charged on a zero percent interest rate offer? · consumerfinance.gov
- Do personal installment loans have fees? · consumerfinance.gov
- What do I need to know about consolidating my credit card debt? · proxy.goincop1.workers.dev
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB balance transfer credit card fees promotional APR pay off balance transfer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB personal loan debt consolidation compare APR origination fees prepayment penalty OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |