How does the Upstart AI underwriting model evaluate recent graduates who have thin credit files but steady job offers starting next month
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the Upstart AI underwriting model evaluate recent graduates who have thin credit files but steady job offers starting next month
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 AI underwriting model factors education employment income job offer future income official Google ↗
Upstart personal loans income employment verification offer letter job starting next month underwriting Google ↗
- How Upstart Works: AI Lending Beyond Credit Score · upstart.com
- Upstart — AI-powered lending: how it works and what to expect · upstarthelp.upstart.com
- Form 10-K Upstart Holdings, Inc. For: Dec 31 · streetinsider.com
- Can I Get a Personal Loan if I Just Started a New Job? · upstart.com
- Upstart — Documents needed to apply for a loan · upstarthelp.upstart.com
- Upstart · upstarthelp.upstart.com
- Do You Qualify for a Personal Loan? 5 Factors Lenders Check · upstart.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upstart AI underwriting model factors education employment income job offer future income official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Upstart personal loans income employment verification offer letter job starting next month underwriting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |