Real ChatGPT answer · index seedVUYtrX0EIHUcompleteFinance and banking · personal loansinformational

What are the key differences in statutory consumer protections between unsecured personal loans and credit cards when dealing with dispute resolutions

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the key differences in statutory consumer protections between unsecured personal loans and credit cards when dealing with dispute resolutions
3 real searches · 1 real-search pass
US credit card billing error resolution Fair Credit Billing Act 60 days Regulation Z 1026.13 CFPBGoogle ↗
OBSERVEDReason
CFPB unsecured personal loans dispute errors closed end credit Regulation Z servicing dispute protectionsGoogle ↗
OBSERVEDReason
FTC Fair Credit Billing Act credit card dispute unauthorized charges $50 liability officialGoogle ↗
OBSERVEDShort fact

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 (3)
Short fact33%Other / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
US credit card billing error resolution Fair Credit Billing Act 60 days Regulation Z 1026.13 CFPB Google ↗
CFPB unsecured personal loans dispute errors closed end credit Regulation Z servicing dispute protections Google ↗
FTC Fair Credit Billing Act credit card dispute unauthorized charges $50 liability official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
US credit card billing error resolution Fair Credit Billing Act 60 days Regulation Z 1026.13 CFPB
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CFPB unsecured personal loans dispute errors closed end credit Regulation Z servicing dispute protections
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC Fair Credit Billing Act credit card dispute unauthorized charges $50 liability official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1