What are the best current options for refinancing graduate school debt when your business debt-to-income ratio is high during the startup phase?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best current options for refinancing graduate school debt when your business debt-to-income ratio is high during the startup phase?
3 real searches · 1 real-search pass
2026 student loan refinancing lenders self-employed income business debt debt to income underwriting requirements graduate loansGoogle ↗
OBSERVED
2026 student loan refinance lenders cosigner eligibility self employed borrowers Laurel Road SoFi Earnest ELFIGoogle ↗
OBSERVED
federal student loan refinancing private risks income driven repayment forgiveness officialGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 student loan refinancing lenders self-employed income business debt debt to income underwriting requirements graduate loans Google ↗
2026 student loan refinance lenders cosigner eligibility self employed borrowers Laurel Road SoFi Earnest ELFI Google ↗
federal student loan refinancing private risks income driven repayment forgiveness official Google ↗
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- How To Refinance Graduate Student Loans in 2026 · credible.com
- Explore Earnest refinancing · earnest.com
- Eligibility Criteria · sofi.com
- Best Student Loan Refinance Lenders of November 2026 · cnbc.com
- Explore SoFi refinancing · sofi.com
- Explore Splash Financial · splashfinancial.com
- Requirements to Refinance Student Loans · elfi.com
- Explore ELFI refinancing · elfi.com
- Explore RISLA · risla.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 student loan refinancing lenders self-employed income business debt debt to income underwriting requirements graduate loans OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 student loan refinance lenders cosigner eligibility self employed borrowers Laurel Road SoFi Earnest ELFI OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
federal student loan refinancing private risks income driven repayment forgiveness official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |