Real ChatGPT answer · index seedl0l6lB463eccompleteFinance and banking · personal loanscomparison

How does the prequalification process on Marcus compare to other major lenders regarding my personal credit score visibility

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 the prequalification process on Marcus compare to other major lenders regarding my personal credit score visibility
2 real searches · 1 real-search pass
Marcus by Goldman Sachs prequalification soft credit check credit score visibility personal loan current 2026Google ↗
OBSERVEDOther / navigational
major lenders prequalification credit score shown soft pull Capital One Discover American Express Chase personal loans credit score visibilityGoogle ↗
OBSERVEDShort fact

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.

ChatGPT real searches (2)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Marcus by Goldman Sachs prequalification soft credit check credit score visibility personal loan current 2026 Google ↗
major lenders prequalification credit score shown soft pull Capital One Discover American Express Chase personal loans credit score visibility Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marcus by Goldman Sachs prequalification soft credit check credit score visibility personal loan current 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
major lenders prequalification credit score shown soft pull Capital One Discover American Express Chase personal loans credit score visibility
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1