Is SoFi refinancing better than federal consolidation for my graduate school debt when I am trying to lower my monthly family expenses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is SoFi refinancing better than federal consolidation for my graduate school debt when I am trying to lower my monthly family expenses?
3 real searches · 1 real-search pass
2026 federal student loan consolidation repayment plans graduate loans monthly payment options Department of Education current rulesGoogle ↗
OBSERVED
SoFi student loan refinancing federal loans lose benefits hardship deferment income driven repayment officialGoogle ↗
OBSERVED
Federal Direct Consolidation Loan interest rate weighted average rounded up official StudentAid.govGoogle ↗
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 federal student loan consolidation repayment plans graduate loans monthly payment options Department of Education current rules Google ↗
SoFi student loan refinancing federal loans lose benefits hardship deferment income driven repayment official Google ↗
Federal Direct Consolidation Loan interest rate weighted average rounded up official StudentAid.gov Google ↗
- The Basics of SoFi’s Student Loan Refinancing! · support.sofi.com
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Loan Consolidation · mohela.studentaid.gov
- Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Federal Student Aid Loan Simulator · studentaid.gov
- SoFi Student Loan Refinancing · sofi.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan consolidation repayment plans graduate loans monthly payment options Department of Education current rules OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi student loan refinancing federal loans lose benefits hardship deferment income driven repayment official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Direct Consolidation Loan interest rate weighted average rounded up official StudentAid.gov OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |