How effective is the Debt Snowball method versus a consolidated personal loan for clearing twenty thousand dollars of credit card debt within three years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How effective is the Debt Snowball method versus a consolidated personal loan for clearing twenty thousand dollars of credit card debt within three years?
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 debt consolidation personal loan credit card debt fees interest rate debt snowball method guidance Google ↗
Federal Trade Commission debt consolidation personal loan credit card debt warning fees Google ↗
- Tool 3: Reducing debt worksheet There are two ba · consumerfinance.gov
- How to reduce your debt · consumerfinance.gov
- What do I need to know about consolidating my credit card debt? · consumerfinance.gov
- Debt Consolidation Options · mycreditunion.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB debt consolidation personal loan credit card debt fees interest rate debt snowball method guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Federal Trade Commission debt consolidation personal loan credit card debt warning fees OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |