Find me the best income-driven repayment plans that legally lower monthly student loan payments based on a fluctuating small business K-1 income.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Find me the best income-driven repayment plans that legally lower monthly student loan payments based on a fluctuating small business K-1 income.
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 income driven repayment plans RAP IBR PAYE SAVE K-1 self employment income tax return current rules Google ↗
Federal Student Aid income driven repayment self employed Schedule C K-1 alternative documentation income family size 2026 Google ↗
- Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- [node:title] · studentaid.gov
- studentaid.gov · studentaid.gov
- Shareholder’s Instructions for Schedule K-1 (Form 1120-S) (2025) · irs.gov
- Partner’s Instructions for Schedule K-1 (Form 1065) (2025) · irs.gov
- Partnerships · irs.gov
- Pay As You Earn (PAYE) · edfinancial.studentaid.gov
- Income-Based Repayment (IBR) · edfinancial.studentaid.gov
- Federal Student Aid Loan Simulator · 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 income driven repayment plans RAP IBR PAYE SAVE K-1 self employment income tax return current rules OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid income driven repayment self employed Schedule C K-1 alternative documentation income family size 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |