looking for the best path forward to afford graduate school debt payments on a fixed household income right now
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
looking for the best path forward to afford graduate school debt payments on a fixed household income right now
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
2026 federal student loan repayment changes income driven repayment plans current official guidance Google ↗
2026 federal student loan repayment plans current rules income driven repayment graduate loans official StudentAid.gov Google ↗
- Federal Student Aid repayment calculator · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- Compare Repayment Plans With Our Repayment Calculator · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan repayment changes income driven repayment plans current official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 federal student loan repayment plans current rules income driven repayment graduate loans official StudentAid.gov OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |