Real ChatGPT answer · index seed0aBw7Z76rVwcompleteFinance and banking · personal loanscomparison

PenFed Credit Union or Marcus by Goldman Sachs which one has fewer fees for a first time borrower living on an entry level salary

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

The searches the AI actually ran for this prompt.

SEED QUERY
PenFed Credit Union or Marcus by Goldman Sachs which one has fewer fees for a first time borrower living on an entry level salary
2 real searches · 1 real-search pass
PenFed Credit Union personal loan fees origination late fee prepayment penalty 2026 officialGoogle ↗
OBSERVEDConsequence
Marcus by Goldman Sachs personal loans new applications availability 2026 official feesGoogle ↗
OBSERVEDOther / navigational

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 factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
PenFed Credit Union personal loan fees origination late fee prepayment penalty 2026 official Google ↗
Marcus by Goldman Sachs personal loans new applications availability 2026 official fees Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PenFed Credit Union personal loan fees origination late fee prepayment penalty 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Marcus by Goldman Sachs personal loans new applications availability 2026 official fees
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1