Real ChatGPT answer · index seedKWx1qhJmJM0completeFinance and banking · personal loansinformational

What specific credit bureau inquiries are triggered during the initial rate-check phase versus the hard pull on a Marcus loan application?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What specific credit bureau inquiries are triggered during the initial rate-check phase versus the hard pull on a Marcus loan application?
2 real searches · 1 real-search pass
Marcus personal loan rate check which credit bureau soft inquiry hard credit pull bureau applicationGoogle ↗
OBSERVED
Marcus by Goldman Sachs personal loans credit bureau inquiry TransUnion Equifax Experian prequalification hard pullGoogle ↗
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
Marcus personal loan rate check which credit bureau soft inquiry hard credit pull bureau application Google ↗
Marcus by Goldman Sachs personal loans credit bureau inquiry TransUnion Equifax Experian prequalification hard pull Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus personal loan rate check which credit bureau soft inquiry hard credit pull bureau application
OBSERVED
Google ↗
AI Mode ↗
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of 1
Marcus by Goldman Sachs personal loans credit bureau inquiry TransUnion Equifax Experian prequalification hard pull
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1