Real ChatGPT answer · index seedJ4k7kw8t1U4completeFinance and banking · credit cardscommercial

What is the fastest way to resolve a billing error on my statement when the merchant already agreed over email to issue a refund but never did?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the fastest way to resolve a billing error on my statement when the merchant already agreed over email to issue a refund but never did?
2 real searches · 1 real-search pass
CFPB credit card billing error dispute refund not received 60 days written notice officialGoogle ↗
OBSERVEDConsequence
FTC credit card dispute merchant promised refund not issued chargeback consumer officialGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%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
CFPB credit card billing error dispute refund not received 60 days written notice official Google ↗
FTC credit card dispute merchant promised refund not issued chargeback consumer official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB credit card billing error dispute refund not received 60 days written notice official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
FTC credit card dispute merchant promised refund not issued chargeback consumer official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1