Analyze the pros and cons of using a personal loan versus a 0% APR balance transfer card for twenty thousand dollars of medical debt.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Analyze the pros and cons of using a personal loan versus a 0% APR balance transfer card for twenty thousand dollars of medical 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). 2 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 medical debt negotiate hospital financial assistance payment plans medical bills personal loan balance transfer credit card promotional APR fees Google ↗
CFPB balance transfer credit card introductory APR balance transfer fee promotional period Google ↗
- What should I know about medical credit cards and payment plans for medical bills? · consumerfinance.gov
- What should I do if I can’t pay a medical bill? · consumerfinance.gov
- Action plan: Medical bill payment options · cms.gov
- Is there financial help for my medical bills? · consumerfinance.gov
- How long can I keep a low rate on a balance transfer or other introductory rate? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB medical debt negotiate hospital financial assistance payment plans medical bills personal loan balance transfer credit card promotional APR fees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB balance transfer credit card introductory APR balance transfer fee promotional period OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |