Real ChatGPT answer · index seed8uRuT1NxcNocompleteAutomotive · auto financing and leasingcommercial

Does getting a quote through the Ford Credit pre approval process affect my ability to get financing through my local credit union?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does getting a quote through the Ford Credit pre approval process affect my ability to get financing through my local credit union?
2 real searches · 1 real-search pass
Ford Credit prequalification soft inquiry hard credit inquiry officialGoogle ↗
OBSERVED
CFPB auto loan rate shopping multiple hard inquiries credit scoring windowGoogle ↗
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
Ford Credit prequalification soft inquiry hard credit inquiry official Google ↗
CFPB auto loan rate shopping multiple hard inquiries credit scoring window Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ford Credit prequalification soft inquiry hard credit inquiry official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CFPB auto loan rate shopping multiple hard inquiries credit scoring window
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1