Real ChatGPT answer · index seedEr9JJ22cLFYcompleteFinance and banking · credit cardscomparison

I need a breakdown of the math behind zero percent APR balance transfer offers and whether the upfront fee outweighs the interest savings for a cash strapped small business.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a breakdown of the math behind zero percent APR balance transfer offers and whether the upfront fee outweighs the interest savings for a cash strapped small business.
2 real searches · 1 real-search pass
CFPB balance transfer fee 0% APR promotional period credit card terms minimum paymentGoogle ↗
OBSERVEDComparison
credit card balance transfer fee promotional APR deferred interest difference CFPBGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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 balance transfer fee 0% APR promotional period credit card terms minimum payment Google ↗
credit card balance transfer fee promotional APR deferred interest difference CFPB Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB balance transfer fee 0% APR promotional period credit card terms minimum payment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
credit card balance transfer fee promotional APR deferred interest difference CFPB
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1