I am a freelancer making ninety thousand a year and need fifteen thousand for sudden medical expenses, which lender is most forgiving of variable income?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am a freelancer making ninety thousand a year and need fifteen thousand for sudden medical expenses, which lender is most forgiving of variable income?
4 real searches · 1 real-search pass
best personal loan lenders self employed freelance income variable income bank statements tax returns 2026Google ↗
OBSERVEDComparison
Upstart personal loans self employed income verification tax returns bank statements officialGoogle ↗
OBSERVEDReason
Upgrade personal loans self employed income verification officialGoogle ↗
OBSERVEDYes / no
LendingClub personal loans self employed income verification officialGoogle ↗
OBSERVEDOther / navigational
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.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best personal loan lenders self employed freelance income variable income bank statements tax returns 2026 Google ↗
Upstart personal loans self employed income verification tax returns bank statements official Google ↗
Upgrade personal loans self employed income verification official Google ↗
LendingClub personal loans self employed income verification official Google ↗
- 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
- FAQs for Self-Employed Applicants · upgrade.com
- Best Personal Loans for Self-Employed Borrowers (2026) · finder.com
- 7 Personal Loans To Consider When You're Self-Employed · credible.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best personal loan lenders self employed freelance income variable income bank statements tax returns 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Upstart personal loans self employed income verification tax returns bank statements official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Upgrade personal loans self employed income verification official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
LendingClub personal loans self employed income verification official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |