My income recertification for my income-driven repayment plan is due next month, but my small business just had its worst quarter ever, so what should I report?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My income recertification for my income-driven repayment plan is due next month, but my small business just had its worst quarter ever, so what should I report?
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
Federal Student Aid IDR recertification current income decreased income self-employed business income documentation 2026 Google ↗
StudentAid.gov income-driven repayment recertify income alternative documentation self-employed net business income Google ↗
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Income-Driven Repayment (IDR) Plan Request · studentaid.gov
- [node:title] · studentaid.gov
- What happens to my federal student loans if my income drops? · consumerfinance.gov
- StudentAid.gov · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid IDR recertification current income decreased income self-employed business income documentation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
StudentAid.gov income-driven repayment recertify income alternative documentation self-employed net business income OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |