Is it better to consolidate my federal student loans through the Department of Education or refinance them with a private bank like SoFi or Earnest given current economic conditions?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to consolidate my federal student loans through the Department of Education or refinance them with a private bank like SoFi or Earnest given current economic conditions?
4 real searches · 1 real-search pass
2026 federal student loan policy Department of Education consolidation repayment plans current October 2026 officialGoogle ↗
OBSERVED
Federal Student Aid Direct Consolidation Loan interest rate weighted average retains federal benefits officialGoogle ↗
OBSERVED
SoFi student loan refinancing rates October 2026 Earnest refinancing rates officialGoogle ↗
OBSERVED
Federal student loan refinancing private loans protections discharge deferment income driven repayment 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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 federal student loan policy Department of Education consolidation repayment plans current October 2026 official Google ↗
Federal Student Aid Direct Consolidation Loan interest rate weighted average retains federal benefits official Google ↗
SoFi student loan refinancing rates October 2026 Earnest refinancing rates official Google ↗
Federal student loan refinancing private loans protections discharge deferment income driven repayment official Google ↗
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Refinance Student Loan - Rates · sofi.com
- Best Student Loan Refinance Lenders of November 2026 · cnbc.com
- U.S. Department of Education Finalizes Landmark Rule to Lower College Costs and Simplify Student Loan Repayment · ed.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan policy Department of Education consolidation repayment plans current October 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid Direct Consolidation Loan interest rate weighted average retains federal benefits official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi student loan refinancing rates October 2026 Earnest refinancing rates official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal student loan refinancing private loans protections discharge deferment income driven repayment official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |