Which refinance platforms currently offer the most competitive rates for borrowers holding over one hundred thousand in graduate school debt
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which refinance platforms currently offer the most competitive rates for borrowers holding over one hundred thousand in graduate school debt
1 real search · 1 real-search pass
2026 student loan refinance rates lenders SoFi Earnest Laurel Road ELFI Splash Financial LendKey October 2026Google ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 student loan refinance rates lenders SoFi Earnest Laurel Road ELFI Splash Financial LendKey October 2026 Google ↗
- Compare student loan refinancing companies of October 2026 · nerdwallet.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Explore Earnest refinancing · earnest.com
- Explore ELFI · elfi.com
- Explore Splash Financial · splashfinancial.com
- Explore LendKey · lendkey.com
- Explore SoFi · sofi.com
- Best Student Loan Refinance Rates & Lenders · credible.com
- Student Loan Interest Rates from Top Lenders: October 2026 · money.com
- Direct Loan Exit Counseling Guide · studentaid.gov
- Should I Refinance Federal Student Loans? · credible.com