I have balances spread across four different credit cards and want to know how a debt consolidation loan actually works for someone living on a pension.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I have balances spread across four different credit cards and want to know how a debt consolidation loan actually works for someone living on a pension.
1 real search · 1 real-search pass
debt consolidation loan fixed income pension income lender considerations CFPB FTC credit card debt consolidationGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
debt consolidation loan fixed income pension income lender considerations CFPB FTC credit card debt consolidation Google ↗
- What do I need to know about consolidating my credit card debt? · consumerfinance.gov
- What is the difference between credit counseling and debt settlement, debt consolidation, or credit repair? · consumerfinance.gov
- Is a lender allowed to consider my age or where my income comes from when deciding whether to give me a loan? · consumerfinance.gov