My parents took out Parent PLUS loans for my undergrad and now we are struggling to figure out how to manage and potentially consolidate them.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My parents took out Parent PLUS loans for my undergrad and now we are struggling to figure out how to manage and potentially consolidate them.
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 Parent PLUS loan consolidation repayment options Income-Contingent Repayment current rules Federal Student Aid Google ↗
Federal Student Aid Parent PLUS loans consolidation eligibility repayment plans 2026 Google ↗
- studentaid.gov · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Federal Student Aid – Parent PLUS loans · studentaid.gov
- Federal Student Aid – Repayment plans · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Parent PLUS loan consolidation repayment options Income-Contingent Repayment current rules Federal Student Aid OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Federal Student Aid Parent PLUS loans consolidation eligibility repayment plans 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |