What are the main differences between federal and private student loans for graduate school, and how do I avoid drowning in debt?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main differences between federal and private student loans for graduate school, and how do I avoid drowning in debt?
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 graduate student loan limits July 1 2026 Grad PLUS elimination graduate professional annual aggregate limits official Google ↗
Federal student loan repayment plans 2026 graduate borrowers income driven repayment PSLF official Google ↗
- studentaid.gov · studentaid.gov
- Frequently Asked Questions · fsapartners.ed.gov
- Reimagining and Improving Student Education-Federal Student Loan Program Final Regulations · fsapartners.ed.gov
- studentaid.gov · studentaid.gov
- Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- What is Public Service Loan Forgiveness (PSLF)? · consumerfinance.gov
- Federal Student Aid · studentaid.gov
- Compare federal repayment plans · studentaid.gov
- Public Service Loan Forgiveness · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid graduate student loan limits July 1 2026 Grad PLUS elimination graduate professional annual aggregate limits official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal student loan repayment plans 2026 graduate borrowers income driven repayment PSLF official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |