My retired husband and I are considering refinancing our daughter student debt. Which lenders currently offer the best rates compared to staying with federal consolidation
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My retired husband and I are considering refinancing our daughter student debt. Which lenders currently offer the best rates compared to staying with federal consolidation
3 real searches · 1 real-search pass
2026 current student loan refinance rates lenders fixed APR October 2026 Earnest SoFi Laurel Road ELFI College AveGoogle ↗
OBSERVED
Federal Direct Consolidation Loan interest rate how calculated weighted average federal student loans benefits income driven repayment PSLF officialGoogle ↗
OBSERVED
parent refinancing child's student loans retired parents co-signer liability private refinance federal protections CFPBGoogle ↗
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 current student loan refinance rates lenders fixed APR October 2026 Earnest SoFi Laurel Road ELFI College Ave Google ↗
Federal Direct Consolidation Loan interest rate how calculated weighted average federal student loans benefits income driven repayment PSLF official Google ↗
parent refinancing child's student loans retired parents co-signer liability private refinance federal protections CFPB Google ↗
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Best Student Loan Refinance Rates & Lenders · credible.com
- Best Student Loan Refinance Lenders of October 2026 · wsj.com
- Earnest · earnest.com
- Splash Financial · splashfinancial.com
- ELFI · elfi.com
- SoFi · sofi.com
- LendKey · lendkey.com
- Loan Consolidation · mohela.studentaid.gov
- Federal Family Education Loan Program: Federal Stafford, Federal PLUS, Federal SLS, and Federal Consolidation Loan Interest Rate Calculations for the Period July 1, 2026–June 30, 2027 (Updated June 30, 2026) · fsapartners.ed.gov
- Tips for student loan co-signers · consumerfinance.gov
- What is a co-signer for a student loan? · consumerfinance.gov
- Options for repaying your federal and private student loans · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current student loan refinance rates lenders fixed APR October 2026 Earnest SoFi Laurel Road ELFI College Ave OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Direct Consolidation Loan interest rate how calculated weighted average federal student loans benefits income driven repayment PSLF official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
parent refinancing child's student loans retired parents co-signer liability private refinance federal protections CFPB OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |