What are the cheapest student loan consolidation companies for borrowers who want to lock in a low rate before the next rate hike?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest student loan consolidation companies for borrowers who want to lock in a low rate before the next rate hike?
3 real searches · 1 real-search pass
best student loan refinance rates October 2026 lenders fixed APR minimum rates fees eligibilityGoogle ↗
OBSERVED
Federal Student Aid Direct Consolidation Loan interest rate weighted average preserves benefits private refinance warningGoogle ↗
OBSERVED
student loan refinance lender rates October 2026 SoFi Earnest Laurel Road ELFI Splash College AveGoogle ↗
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
best student loan refinance rates October 2026 lenders fixed APR minimum rates fees eligibility Google ↗
Federal Student Aid Direct Consolidation Loan interest rate weighted average preserves benefits private refinance warning Google ↗
student loan refinance lender rates October 2026 SoFi Earnest Laurel Road ELFI Splash College Ave Google ↗
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Best Student Loan Refinance Lenders of November 2026 · cnbc.com
- Student Loan Interest Rates from Top Lenders: October 2026 · money.com
- Visit Splash Financial · splashfinancial.com
- Visit RISLA · risla.com
- Visit Earnest · earnest.com
- Visit ELFI · elfi.com
- Visit SoFi · sofi.com
- Should I consolidate my federal student loans into a federal Direct Consolidation Loan? · consumerfinance.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best student loan refinance rates October 2026 lenders fixed APR minimum rates fees eligibility OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid Direct Consolidation Loan interest rate weighted average preserves benefits private refinance warning OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
student loan refinance lender rates October 2026 SoFi Earnest Laurel Road ELFI Splash College Ave OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |