Real ChatGPT answer · index seedZNmtUKNgMt8completeFinance and banking · checking and savings accountsinformational

How does a hard credit pull affect my auto loan rates, and how long does that temporary dip on my credit report usually last?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does a hard credit pull affect my auto loan rates, and how long does that temporary dip on my credit report usually last?
2 real searches · 1 real-search pass
FICO auto loan rate shopping hard inquiries 14 45 day window hard inquiry remains credit report 2 yearsGoogle ↗
OBSERVED
CFPB auto loan shopping multiple credit checks rate shopping window credit scoreGoogle ↗
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
FICO auto loan rate shopping hard inquiries 14 45 day window hard inquiry remains credit report 2 years Google ↗
CFPB auto loan shopping multiple credit checks rate shopping window credit score Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FICO auto loan rate shopping hard inquiries 14 45 day window hard inquiry remains credit report 2 years
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CFPB auto loan shopping multiple credit checks rate shopping window credit score
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1