Between Upstart and Best Egg, which lender is more forgiving with debt-to-income ratios for parents working freelance jobs?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Upstart and Best Egg, which lender is more forgiving with debt-to-income ratios for parents working freelance jobs?
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 personal loans debt-to-income ratio self-employed freelance income requirements 2026 Google ↗
Best Egg personal loans debt-to-income ratio self-employed freelance income requirements 2026 Google ↗
- NerdWallet Best-of-Awards 2026: Personal Loans · nerdwallet.com
- Best Egg 2026 Personal Loan Review · nerdwallet.com
- Form 10-K for Upstart Holdings INC filed 02/10/2026 · ir.upstart.com
- Upstart · upstarthelp.upstart.com
- What documentation do I need to provide if I'm self-employed? · support.bestegg.com
- What if I don't receive paystubs? · support.bestegg.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
- Upstart — Why household or spousal income cannot be used for loan applications · upstarthelp.upstart.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upstart personal loans debt-to-income ratio self-employed freelance income requirements 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Best Egg personal loans debt-to-income ratio self-employed freelance income requirements 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |