Looking for cheap debt consolidation options for someone with mixed federal and private student loans who wants one low monthly payment without losing borrower protections
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for cheap debt consolidation options for someone with mixed federal and private student loans who wants one low monthly payment without losing borrower protections
3 real searches · 1 real-search pass
2026 federal student loan repayment plans income-driven repayment changes October 2026 official StudentAid.govGoogle ↗
OBSERVED
Federal Direct Consolidation Loan private loans cannot consolidate federal student aid officialGoogle ↗
OBSERVED
CFPB student loan refinancing federal protections private loans refinancing risksGoogle ↗
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 repayment plans income-driven repayment changes October 2026 official StudentAid.gov Google ↗
Federal Direct Consolidation Loan private loans cannot consolidate federal student aid official Google ↗
CFPB student loan refinancing federal protections private loans refinancing risks Google ↗
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Supervisory Highlights: Special Edition Student Lending · files.consumerfinance.gov
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Repayment Plans · studentaid.gov
- Federal Student Aid Loan Simulator · studentaid.gov
- StudentAid.gov · studentaid.gov
- Consumer Financial Protection Bureau · consumerfinance.gov
- Should I consolidate my 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 federal student loan repayment plans income-driven repayment changes October 2026 official StudentAid.gov OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Direct Consolidation Loan private loans cannot consolidate federal student aid official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB student loan refinancing federal protections private loans refinancing risks OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |