Real ChatGPT answer · index seedhVkBw9ByH3IcompleteFinance and banking · credit cardscomparison

Compare the dispute resolution timelines mandated by the Fair Credit Billing Act when challenging an unauthorized foreign transaction on a Visa versus a Mastercard.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the dispute resolution timelines mandated by the Fair Credit Billing Act when challenging an unauthorized foreign transaction on a Visa versus a Mastercard.
2 real searches · 1 real-search pass
Fair Credit Billing Act Regulation Z 1026.13 30 days two billing cycles 90 days unauthorized credit card transaction CFPBGoogle ↗
OBSERVEDConsequence
Visa Mastercard zero liability unauthorized transactions dispute timelines official policiesGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
Fair Credit Billing Act Regulation Z 1026.13 30 days two billing cycles 90 days unauthorized credit card transaction CFPB Google ↗
Visa Mastercard zero liability unauthorized transactions dispute timelines official policies Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fair Credit Billing Act Regulation Z 1026.13 30 days two billing cycles 90 days unauthorized credit card transaction CFPB
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Visa Mastercard zero liability unauthorized transactions dispute timelines official policies
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1