Real ChatGPT answer · index seedmo8tQPhF7oUcompleteFinance and banking · personal loansinformational

How do I check if a lender offering low rate personal loans is legitimate or a scam trying to steal my information?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I check if a lender offering low rate personal loans is legitimate or a scam trying to steal my information?
1 real search · 1 real-search pass
FTC loan scams upfront fees guaranteed loan lender verify legitimacy personal loan CFPB Texas OCCC license checkGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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 loan scams upfront fees guaranteed loan lender verify legitimacy personal loan CFPB Texas OCCC license check Google ↗
  1. NMLS Consumer Access · nmlsconsumeraccess.org
  2. Consumer Financial Protection Bureau · consumerfinance.gov
  3. Federal Trade Commission · ftc.gov
  4. Texas Secretary of State · sos.state.tx.us
  5. Texas Department of Banking · dob.texas.gov
  6. Texas Office of Consumer Credit Commissioner · occc.texas.gov
  7. Licensee Search · occc.texas.gov
  8. Regulated Lenders · occc.texas.gov
  9. Cash Advance and Advance Fee Scams · texasattorneygeneral.gov
  10. What To Know About Advance-Fee Loans · consumer.ftc.gov
  11. Equifax · equifax.com
  12. Experian · experian.com
  13. TransUnion · transunion.com
  14. IdentityTheft.gov · identitytheft.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC loan scams upfront fees guaranteed loan lender verify legitimacy personal loan CFPB Texas OCCC license check
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
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