Real ChatGPT answer · index seedByOSlybtEbgcompleteFinance and banking · personal loansinformational

Does checking loan prequalification on sites like Credit Karma or Bankrate leave a hard or soft inquiry on my credit report?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does checking loan prequalification on sites like Credit Karma or Bankrate leave a hard or soft inquiry on my credit report?
1 real search · 1 real-search pass
Credit Karma prequalification soft inquiry hard inquiry official help; Bankrate prequalification soft credit check hard inquiry lender applicationGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Credit Karma prequalification soft inquiry hard inquiry official help; Bankrate prequalification soft credit check hard inquiry lender application Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Credit Karma prequalification soft inquiry hard inquiry official help; Bankrate prequalification soft credit check hard inquiry lender application
OBSERVED
Google ↗
AI Mode ↗
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