Real ChatGPT answer · index seedSCoaNxayjZIcompleteFinance and banking · personal loansinformational

How can I tell if a low interest personal loan advertisement online today is actually a dangerous predatory scam?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I tell if a low interest personal loan advertisement online today is actually a dangerous predatory scam?
2 real searches · 1 real-search pass
FTC advance fee loan scams warning signs personal loan lender upfront fee 2026Google ↗
OBSERVEDReason
CFPB how to check personal loan lender legitimacy APR loan disclosures payday installment predatory lendingGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
FTC advance fee loan scams warning signs personal loan lender upfront fee 2026 Google ↗
CFPB how to check personal loan lender legitimacy APR loan disclosures payday installment predatory lending Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC advance fee loan scams warning signs personal loan lender upfront fee 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CFPB how to check personal loan lender legitimacy APR loan disclosures payday installment predatory lending
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1