what is the best repayment strategy for someone with a large student loan balance and a new baby
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what is the best repayment strategy for someone with a large student loan balance and a new baby
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 plans income driven repayment family size official Federal Student Aid Google ↗
2026 student loan repayment changes legislation income driven repayment plans official Department of Education Google ↗
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Repayment Plans · studentaid.gov
- Federal Student Aid's Loan Simulator · studentaid.gov
- PSLF program · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · 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 plans income driven repayment family size official Federal Student Aid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 student loan repayment changes legislation income driven repayment plans official Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |