What is the most cost effective repayment strategy for someone juggling both federal undergraduate and private graduate loans?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective repayment strategy for someone juggling both federal undergraduate and private graduate loans?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Federal Student Aid income-driven repayment plans federal loan benefits private student loans refinancing risks 2026 Google ↗
CFPB student loan repayment prioritize private loans federal loans interest rates avalanche strategy Google ↗
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- Options for repaying your federal student loan · consumerfinance.gov
- Federal Student Aid Loan Simulator · studentaid.gov
- Options for repaying your federal and private student loans · consumerfinance.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Tips for student loan borrowers · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid income-driven repayment plans federal loan benefits private student loans refinancing risks 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB student loan repayment prioritize private loans federal loans interest rates avalanche strategy OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |