My grandson is looking at graduate school and I want to know if federal grad PLUS loans are worth the massive debt compared to private alternatives.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My grandson is looking at graduate school and I want to know if federal grad PLUS loans are worth the massive debt compared to private alternatives.
3 real searches · 1 real-search pass
2026 federal graduate student loan changes Grad PLUS eliminated July 1 2026 caps Department of EducationGoogle ↗
OBSERVED
2026-27 federal student loan interest rates graduate PLUS unsubsidized rates officialGoogle ↗
OBSERVED
Federal Student Aid graduate PLUS loan repayment protections private student loans compare 2026Google ↗
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 graduate student loan changes Grad PLUS eliminated July 1 2026 caps Department of Education Google ↗
2026-27 federal student loan interest rates graduate PLUS unsubsidized rates official Google ↗
Federal Student Aid graduate PLUS loan repayment protections private student loans compare 2026 Google ↗
- studentaid.gov · studentaid.gov
- 20 U.S.C. § 1087e: Terms and conditions of loans · uscode.house.gov
- Interest Rates for Federal Direct Loans First Disbursed Between July 1, 2026 and June 30, 2027 · fsapartners.ed.gov
- Interest Rates for Federal Student Loans · edfinancial.studentaid.gov
- What student loan option is best for me: federal student loans or private student loans? · consumerfinance.gov
- What are the different ways to pay for college or graduate school? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal graduate student loan changes Grad PLUS eliminated July 1 2026 caps Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026-27 federal student loan interest rates graduate PLUS unsubsidized rates official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid graduate PLUS loan repayment protections private student loans compare 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |