Can you compare the pros and cons of fixed and variable interest rates for someone trying to consolidate older federal student loans today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the pros and cons of fixed and variable interest rates for someone trying to consolidate older federal student loans today?
2 real searches · 1 real-search pass
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 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 federal student loan Direct Consolidation Loan fixed interest rate weighted average rounding one eighth Department of Education Google ↗
2026 federal student loan refinancing federal benefits variable fixed rates SAVE repayment changes current law Google ↗
- Annual Notice of Interest Rates for Variable-Rate Federal Student Loans Made Under the William D. Ford Federal Direct Loan Program · thefederalregister.org
- Annual Notice of Interest Rates for Fixed-Rate Federal Student Loans Made Under the William D. Ford Federal Direct Loan Program · thefederalregister.org
- 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
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- Loan Consolidation · mohela.studentaid.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan Direct Consolidation Loan fixed interest rate weighted average rounding one eighth Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 federal student loan refinancing federal benefits variable fixed rates SAVE repayment changes current law OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |