Real ChatGPT answer · index seed0r2dR4bEf2YcompleteFinance and banking · personal loansinformational

What factors do algorithms at lenders like Upstart look at beyond just my credit score to make a fast loan decision?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What factors do algorithms at lenders like Upstart look at beyond just my credit score to make a fast loan decision?
2 real searches · 1 real-search pass
Upstart loan underwriting AI factors beyond credit score education employment income debt-to-income cash flow officialGoogle ↗
OBSERVED
Upstart personal loan application factors credit report income education employment officialGoogle ↗
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
Upstart loan underwriting AI factors beyond credit score education employment income debt-to-income cash flow official Google ↗
Upstart personal loan application factors credit report income education employment official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upstart loan underwriting AI factors beyond credit score education employment income debt-to-income cash flow official
OBSERVED
Google ↗
AI Mode ↗
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Upstart personal loan application factors credit report income education employment official
OBSERVED
Google ↗
AI Mode ↗
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of 1