How do I help my niece navigate her options for paying off high interest graduate school loans without touching my retirement savings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I help my niece navigate her options for paying off high interest graduate school loans without touching my retirement savings?
4 real searches · 1 real-search pass
2026 federal student loan repayment plans graduate loans income driven repayment current Department of EducationGoogle ↗
OBSERVED
Federal Student Aid loan simulator repayment plans graduate PLUS loans 2026Google ↗
OBSERVED
CFPB student loan refinancing federal protections private loans guidanceGoogle ↗
OBSERVED
IRS student loan repayment assistance gift tax family paying student loans 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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2026 federal student loan repayment plans graduate loans income driven repayment current Department of Education Google ↗
Federal Student Aid loan simulator repayment plans graduate PLUS loans 2026 Google ↗
CFPB student loan refinancing federal protections private loans guidance Google ↗
IRS student loan repayment assistance gift tax family paying student loans 2026 Google ↗
- StudentAid.gov · studentaid.gov
- Federal Student Aid Repayment Calculator · studentaid.gov
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- Compare Repayment Plans With Our Repayment Calculator · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- student loan resources · consumerfinance.gov
- Options for repaying your federal and private student loans · consumerfinance.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan repayment plans graduate loans income driven repayment current Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid loan simulator repayment plans graduate PLUS loans 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB student loan refinancing federal protections private loans guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS student loan repayment assistance gift tax family paying student loans 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |