Real ChatGPT answer · index seed7tT7x5yDm94completeFinance and banking · personal loanshowto

How does checking my prequalification impact my credit score when shopping around for small business personal loans today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does checking my prequalification impact my credit score when shopping around for small business personal loans today?
2 real searches · 1 real-search pass
small business loan prequalification soft credit check hard inquiry personal loan credit score CFPB 2026Google ↗
OBSERVED
FICO rate shopping window hard inquiries personal loans business loans soft inquiry prequalificationGoogle ↗
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
small business loan prequalification soft credit check hard inquiry personal loan credit score CFPB 2026 Google ↗
FICO rate shopping window hard inquiries personal loans business loans soft inquiry prequalification Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
small business loan prequalification soft credit check hard inquiry personal loan credit score CFPB 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FICO rate shopping window hard inquiries personal loans business loans soft inquiry prequalification
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1