What are the underwriting differences between SoFi and competitors when assessing self-employed borrowers looking to refinance over two hundred thousand in student debt?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the underwriting differences between SoFi and competitors when assessing self-employed borrowers looking to refinance over two hundred thousand in student debt?
6 real searches · 1 real-search pass
2026 student loan refinancing lender underwriting self-employed borrowers SoFi Earnest Laurel Road ELFI maximum loan amountsGoogle ↗
OBSERVED
SoFi student loan refinancing self employed income verification tax returns maximum loan amount underwriting requirementsGoogle ↗
OBSERVED
Earnest student loan refinance self employed income documentation maximum loan amount underwritingGoogle ↗
OBSERVED
Laurel Road student loan refinance self employed income documentation maximum loan amount underwritingGoogle ↗
OBSERVED
ELFI student loan refinance self employed income verification maximum loan amountGoogle ↗
OBSERVED
Splash Financial student loan refinance self employed income documentation maximum loan amountGoogle ↗
OBSERVED
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 6 queries…
Searches and sources
ChatGPT6 real searches · gpt-6
2026 student loan refinancing lender underwriting self-employed borrowers SoFi Earnest Laurel Road ELFI maximum loan amounts Google ↗
SoFi student loan refinancing self employed income verification tax returns maximum loan amount underwriting requirements Google ↗
Earnest student loan refinance self employed income documentation maximum loan amount underwriting Google ↗
Laurel Road student loan refinance self employed income documentation maximum loan amount underwriting Google ↗
ELFI student loan refinance self employed income verification maximum loan amount Google ↗
Splash Financial student loan refinance self employed income documentation maximum loan amount Google ↗
- What income and income documents should I include on my loan application? · support.sofi.com
- Eligibility Criteria · sofi.com
- Requirements to Refinance Student Loans · elfi.com
- Does Earnest consider household incomes when reviewing applications? · help.earnest.com
- Student Loan Questions - Student Loan FAQs · citizensbank.com
- Can I Refinance Student Loans When Self-Employed? · lendedu.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- What income and income documents should I include on my loan application? · support.sofi.com
- Income for a SoFi Loan Application · support.sofi.com
- Earnest Student Loan Refinancing Review 2026 · credible.com
- Earnest Refinancing and Private Student Loans: 2026 Review · nerdwallet.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 student loan refinancing lender underwriting self-employed borrowers SoFi Earnest Laurel Road ELFI maximum loan amounts OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi student loan refinancing self employed income verification tax returns maximum loan amount underwriting requirements OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Earnest student loan refinance self employed income documentation maximum loan amount underwriting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Laurel Road student loan refinance self employed income documentation maximum loan amount underwriting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ELFI student loan refinance self employed income verification maximum loan amount OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Splash Financial student loan refinance self employed income documentation maximum loan amount OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |