Real ChatGPT answer · index seedOXmlIrqt1iccompleteFinance and banking · personal loansinformational
What specific red flags should I look for to avoid predatory online personal loan scams when comparing lenders on the web?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific red flags should I look for to avoid predatory online personal loan scams when comparing lenders on the web?
1 real search · 1 real-search pass
FTC advance-fee loan scams upfront fees guaranteed loan warning signs CFPB personal loan disclosures APR lender verification NMLS California DFPIGoogle ↗
OBSERVEDReason
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
FTC advance-fee loan scams upfront fees guaranteed loan warning signs CFPB personal loan disclosures APR lender verification NMLS California DFPI Google ↗
- California DFPI License Verification · dfpi.ca.gov
- CFPB Consumer Complaint Database · consumerfinance.gov
- Federal Trade Commission · ftc.gov
- FTC Advance-Fee Loan Scam Guide · consumer.ftc.gov
- 7 Signs of Personal Loan Scams · nerdwallet.com
- Protect Yourself from Fraud booklet · dfpi.ca.gov
- ReportFraud.ftc.gov · reportfraud.ftc.gov
- IdentityTheft.gov · identitytheft.gov