Real ChatGPT answer · index seedJ1yABZ9ykS8completeFinance and banking · personal loansinformational

What is the difference between a soft credit check and a hard credit check when I am pre-qualifying for personal loans across multiple banks today?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between a soft credit check and a hard credit check when I am pre-qualifying for personal loans across multiple banks today?
2 real searches · 1 real-search pass
CFPB soft inquiry hard inquiry credit report personal loan prequalification hard inquiryGoogle ↗
OBSERVED
FICO rate shopping personal loans multiple inquiries scoring window personal loansGoogle ↗
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 soft inquiry hard inquiry credit report personal loan prequalification hard inquiry Google ↗
FICO rate shopping personal loans multiple inquiries scoring window personal loans Google ↗

Queries

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