How do I prove my fluctuating self employed income when submitting my annual income recertification changes for my student loans?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I prove my fluctuating self employed income when submitting my annual income recertification changes for my student loans?
2 real searches · 1 real-search pass
site:studentaid.gov income-driven repayment application documentation alternative documentation income self-employed tax return 2026Google ↗
OBSERVEDOther / navigational
Federal Student Aid income-driven repayment recertification self-employed income documentation tax return profit loss statement current income 2026Google ↗
OBSERVEDShort fact
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
site:studentaid.gov income-driven repayment application documentation alternative documentation income self-employed tax return 2026 Google ↗
Federal Student Aid income-driven repayment recertification self-employed income documentation tax return profit loss statement current income 2026 Google ↗
- Income-Driven Repayment (IDR) Plan Request · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · dcc-app-int.studentaid.gov
- IDR documentation guidance · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:studentaid.gov income-driven repayment application documentation alternative documentation income self-employed tax return 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Federal Student Aid income-driven repayment recertification self-employed income documentation tax return profit loss statement current income 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |