We live in Annapolis and need to report my income recertification changes for my parent plus loans before the upcoming deadline next month.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We live in Annapolis and need to report my income recertification changes for my parent plus loans before the upcoming deadline next month.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Federal Student Aid Parent PLUS loans income recertification ICR report income change 2026 deadline November 2026 official Google ↗
site:studentaid.gov income-driven repayment recertification Parent PLUS consolidation ICR Google ↗
- Federal Student Aid – StudentAid.gov · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.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 Parent PLUS loans income recertification ICR report income change 2026 deadline November 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
site:studentaid.gov income-driven repayment recertification Parent PLUS consolidation ICR OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |