Analyze the pros and cons of income-driven repayment plans versus private refinancing options for federal student loans totaling over eighty thousand dollars.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Analyze the pros and cons of income-driven repayment plans versus private refinancing options for federal student loans totaling over eighty thousand dollars.
3 real searches · 1 real-search pass
2026 federal student loan income-driven repayment plans current rules SAVE status IBR PAYE ICR Department of EducationGoogle ↗
OBSERVEDReason
Federal Student Aid income-driven repayment plans loan forgiveness PSLF federal loans refinancing lose benefits officialGoogle ↗
OBSERVEDConsequence
CFPB refinancing federal student loans private loan lose federal protections officialGoogle ↗
OBSERVEDConsequence
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 federal student loan income-driven repayment plans current rules SAVE status IBR PAYE ICR Department of Education Google ↗
Federal Student Aid income-driven repayment plans loan forgiveness PSLF federal loans refinancing lose benefits official Google ↗
CFPB refinancing federal student loans private loan lose federal protections official Google ↗
- [node:title] · studentaid.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- reginfo.gov · reginfo.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan income-driven repayment plans current rules SAVE status IBR PAYE ICR Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid income-driven repayment plans loan forgiveness PSLF federal loans refinancing lose benefits official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CFPB refinancing federal student loans private loan lose federal protections official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |