Real ChatGPT answer · index seed1nDrXncmc7QcompleteFinance and banking · personal loanscomparison

What is the difference between checking my prequalification with Marcus versus Discover and will either hurt my credit score

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 checking my prequalification with Marcus versus Discover and will either hurt my credit score
2 real searches · 1 real-search pass
Marcus prequalification soft credit check official Marcus Goldman SachsGoogle ↗
OBSERVED
Discover prequalification soft inquiry official credit card personal loanGoogle ↗
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 prequalification soft credit check official Marcus Goldman Sachs Google ↗
Discover prequalification soft inquiry official credit card personal loan Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus prequalification soft credit check official Marcus Goldman Sachs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Discover prequalification soft inquiry official credit card personal loan
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1