Real ChatGPT answer · index seedGsEQFXACL0QcompleteFinance and banking · personal loanscomparison

Pull current online data comparing Upstart AI-driven underwriting rates versus traditional scoring models used by Marcus for a twenty-thousand-dollar signature loan.

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Pull current online data comparing Upstart AI-driven underwriting rates versus traditional scoring models used by Marcus for a twenty-thousand-dollar signature loan.
3 real searches · 1 real-search pass
Upstart personal loans current APR rates origination fee underwriting model 2026 officialGoogle ↗
OBSERVEDReason
Marcus by Goldman Sachs personal loans new applications availability 2026 APR personal loan officialGoogle ↗
OBSERVEDOther / navigational
Marcus personal loan APR range fixed rates underwriting credit score model traditional FICOGoogle ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Upstart personal loans current APR rates origination fee underwriting model 2026 official Google ↗
Marcus by Goldman Sachs personal loans new applications availability 2026 APR personal loan official Google ↗
Marcus personal loan APR range fixed rates underwriting credit score model traditional FICO Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upstart personal loans current APR rates origination fee underwriting model 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Marcus by Goldman Sachs personal loans new applications availability 2026 APR personal loan official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Marcus personal loan APR range fixed rates underwriting credit score model traditional FICO
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1