Real ChatGPT answer · index seedUcGI0qYGldIcompleteReal estate · moving and relocationcommercial

How does a soft credit pull versus a hard credit inquiry impact my interest rate when shopping multiple lenders for a mortgage pre approval letter?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does a soft credit pull versus a hard credit inquiry impact my interest rate when shopping multiple lenders for a mortgage pre approval letter?
2 real searches · 1 real-search pass
CFPB mortgage shopping multiple lenders credit inquiries rate shopping window hard inquiry mortgage preapproval soft pull interest rateGoogle ↗
OBSERVED
FICO mortgage rate shopping 45 day window older models 14 days mortgage inquiriesGoogle ↗
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 mortgage shopping multiple lenders credit inquiries rate shopping window hard inquiry mortgage preapproval soft pull interest rate Google ↗
FICO mortgage rate shopping 45 day window older models 14 days mortgage inquiries Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB mortgage shopping multiple lenders credit inquiries rate shopping window hard inquiry mortgage preapproval soft pull interest rate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FICO mortgage rate shopping 45 day window older models 14 days mortgage inquiries
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1