Real ChatGPT answer · index seedOBU0ROY4lzAcompleteFinance and banking · personal loansinformational
How does Upstart use alternative data like my college major and GPA to approve loans when I do not have a traditional credit score yet
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does Upstart use alternative data like my college major and GPA to approve loans when I do not have a traditional credit score yet
2 real searches · 1 real-search pass
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 alternative data education college major GPA loan underwriting no credit score how model works official Google ↗
Upstart personal loans education employment income alternative data adverse action fair lending CFPB Google ↗
- Upstart · upstarthelp.upstart.com
- How Upstart Works: AI Lending Beyond Credit Score · upstart.com
- Upstart — AI-powered lending: how it works and what to expect · upstarthelp.upstart.com
- upst-20241231 · sec.gov
- CFPB Announces First No-Action Letter to Upstart Network · consumerfinance.gov
- Personal loan FAQ: Rates, Eligibility, and Repayment · upstart.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upstart alternative data education college major GPA loan underwriting no credit score how model works official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Upstart personal loans education employment income alternative data adverse action fair lending CFPB OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |