Real ChatGPT answer · index seedgErCeGXGCcwcompleteFinance and banking · personal loansinformational
What criteria do risk models on platforms like Prosper use to assess employment stability when the applicant is a newly established independent contractor?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What criteria do risk models on platforms like Prosper use to assess employment stability when the applicant is a newly established independent contractor?
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
Prosper personal loan underwriting self-employed independent contractor employment income verification criteria Google ↗
Prosper borrower eligibility income verification self-employed tax returns bank statements employment history Google ↗
- How does Prosper verify a borrower’s income or employment? · help.prosper.com
- PROSPER MARKETPLACE, INC - 424B3 - Prospectus · fintel.io
- prosper-20251231 · sec.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Prosper personal loan underwriting self-employed independent contractor employment income verification criteria OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Prosper borrower eligibility income verification self-employed tax returns bank statements employment history OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |