Real ChatGPT answer · index seedY0W2VSMvAVIcompleteFinance and banking · budgeting and savingcommercial
What should I look for when comparing debt consolidation loans to make sure I do not fall into another trap
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should I look for when comparing debt consolidation loans to make sure I do not fall into another trap
1 real search · 1 real-search pass
CFPB personal loan compare APR origination fees debt consolidation warning signs FTC advance fee loan scam New York lender licensing NMLS consumer accessGoogle ↗
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
CFPB personal loan compare APR origination fees debt consolidation warning signs FTC advance fee loan scam New York lender licensing NMLS consumer access Google ↗
- CFPB – Submit or review complaints · consumerfinance.gov
- NMLS Consumer Access – Check lender licensing · nmlsconsumeraccess.org
- Federal Trade Commission – Consumer protection · ftc.gov
- National Foundation for Credit Counseling · nfcc.org
- CFPB – Understanding credit counseling · consumerfinance.gov
- Loans and mortgages · ag.ny.gov
- Predatory Loans and Loan Scams · dfs.ny.gov
- What To Know About Advance-Fee Loans · consumer.ftc.gov
- FTC: Lending Club misled people about hidden fees · consumer.ftc.gov