Compare Prosper and SoFi personal loan terms for a small business owner who wants to pay off three credit cards at once.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Prosper and SoFi personal loan terms for a small business owner who wants to pay off three credit cards at once.
2 real searches · 1 real-search pass
Prosper personal loans official APR origination fee loan amounts repayment terms debt consolidation self employed income verificationGoogle ↗
OBSERVEDComparison
SoFi personal loans official APR origination fee loan amounts repayment terms debt consolidation self employed income verificationGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Prosper personal loans official APR origination fee loan amounts repayment terms debt consolidation self employed income verification Google ↗
SoFi personal loans official APR origination fee loan amounts repayment terms debt consolidation self employed income verification Google ↗
- Personal Loans - Apply online for a low rate loan through Prosper · prosper.com
- Do I have to pay anything out of pocket to obtain a loan? · help.prosper.com
- Rates and Terms · sofi.com
- The Basics of a SoFi Personal Loan! · support.sofi.com
- Best Debt Consolidation Loans for 2026 · experian.com
- Learn more about Personal Loan Direct Pay · support.sofi.com
- SoFi 2026 Personal Loan Review · nerdwallet.com
- Prosper Personal Loan Calculator · prosper.com
- Eligibility & Applying for a SoFi Personal Loan · support.sofi.com
- What are loan interest rates? · help.prosper.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Prosper personal loans official APR origination fee loan amounts repayment terms debt consolidation self employed income verification OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
SoFi personal loans official APR origination fee loan amounts repayment terms debt consolidation self employed income verification OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |