Real ChatGPT answer · index seedVacNoPvKJnccompleteAutomotive · auto financing and leasingcommercial

Are online auto brokers trustworthy for finding lower interest rate car loans than what my local bank offers

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are online auto brokers trustworthy for finding lower interest rate car loans than what my local bank offers
2 real searches · 1 real-search pass
CFPB auto loan shopping preapproval compare APR dealer financing loan marketplace hard inquiry rate shoppingGoogle ↗
OBSERVED
FTC auto loan lead generation websites loan marketplace consumer adviceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
CFPB auto loan shopping preapproval compare APR dealer financing loan marketplace hard inquiry rate shopping Google ↗
FTC auto loan lead generation websites loan marketplace consumer advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB auto loan shopping preapproval compare APR dealer financing loan marketplace hard inquiry rate shopping
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FTC auto loan lead generation websites loan marketplace consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1