Compare LightStream and Upstart for a self employed contractor who needs to borrow twenty five thousand dollars to cover unexpected dental surgery costs.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare LightStream and Upstart for a self employed contractor who needs to borrow twenty five thousand dollars to cover unexpected dental surgery costs.
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
LightStream personal loans self employed income documentation rates fees 2026 official Google ↗
Upstart personal loans self employed income documentation origination fee rates 2026 official Google ↗
- LightStream 2026 Personal Loan Review · nerdwallet.com
- LightStream Personal Loan Review 2026 · wsj.com
- Upstart — What is (and isn’t) considered income for loan applications? · upstarthelp.upstart.com
- Upstart — Documents needed to apply for a loan · upstarthelp.upstart.com
- FAQ · lightstream.com
- LightStream 2026 Personal Loan Review · nerdwallet.com
- Upstart 2026 Personal Loan Review · nerdwallet.com
- Do personal loans have origination fees? · upstart.com
- Upstart personal loans · upstart.com
- LightStream website · lightstream.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream personal loans self employed income documentation rates fees 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Upstart personal loans self employed income documentation origination fee rates 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |