Real ChatGPT answer · index seed8RTxjpiY4tQcompleteAutomotive · used carsinformational

How do I pre-qualify for a used car loan through a credit union without hurting my credit score too much?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I pre-qualify for a used car loan through a credit union without hurting my credit score too much?
3 real searches · 1 real-search pass
credit union auto loan prequalification soft credit inquiry hard inquiry rate shopping auto loan FICO 14 45 day windowGoogle ↗
OBSERVED
site:consumerfinance.gov auto loan shopping multiple credit inquiries rate shopping credit scoreGoogle ↗
OBSERVED
site:myfico.com auto loan rate shopping inquiry 14 45 daysGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
credit union auto loan prequalification soft credit inquiry hard inquiry rate shopping auto loan FICO 14 45 day window Google ↗
site:consumerfinance.gov auto loan shopping multiple credit inquiries rate shopping credit score Google ↗
site:myfico.com auto loan rate shopping inquiry 14 45 days Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
credit union auto loan prequalification soft credit inquiry hard inquiry rate shopping auto loan FICO 14 45 day window
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:consumerfinance.gov auto loan shopping multiple credit inquiries rate shopping credit score
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:myfico.com auto loan rate shopping inquiry 14 45 days
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1