Can you recommend the most trusted online resources to check if my old parent plus loan qualifies for any new borrower defense discharge programs
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the most trusted online resources to check if my old parent plus loan qualifies for any new borrower defense discharge programs
4 real searches · 1 real-search pass
site:studentaid.gov borrower defense Parent PLUS loan parent borrower eligibility application 2026Google ↗
OBSERVEDOther / navigational
site:ed.gov borrower defense Parent PLUS loans parent borrower discharge school misconductGoogle ↗
OBSERVEDOther / navigational
site:studentaid.gov Parent PLUS loan discharge forgiveness options borrower defenseGoogle ↗
OBSERVEDOther / navigational
site:consumerfinance.gov Parent PLUS borrower defense loan dischargeGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 2 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
site:studentaid.gov borrower defense Parent PLUS loan parent borrower eligibility application 2026 Google ↗
site:ed.gov borrower defense Parent PLUS loans parent borrower discharge school misconduct Google ↗
site:studentaid.gov Parent PLUS loan discharge forgiveness options borrower defense Google ↗
site:consumerfinance.gov Parent PLUS borrower defense loan discharge Google ↗
- Official Borrower Defense information · studentaid.gov
- Federal Student Aid Knowledge Center · fsapartners.ed.gov
- Submit a student loan complaint · consumerfinance.gov
- Official Parent PLUS loan guide · studentaid.gov
- Download the federal application (PDF) · studentaid.gov
- Borrower Defense to Repayment Application · studentaid.gov
- [node:title] · studentaid.gov
- School Notification Process Under the 1994 and 2016 Borrower Defense to Repayment Regulations (34 C.F.R. 685.206(c) and 34 C.F.R. 685.222) · fsapartners.ed.gov
- School Notification Process Under the 1994 and 2016 Borrower Defense to Repayment Regulations (34 C.F.R. 685.206(c) and 34 C.F.R. 685.222) · fsapartners.ed.gov
- [node:title] · studentaid.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:studentaid.gov borrower defense Parent PLUS loan parent borrower eligibility application 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:ed.gov borrower defense Parent PLUS loans parent borrower discharge school misconduct OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:studentaid.gov Parent PLUS loan discharge forgiveness options borrower defense OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:consumerfinance.gov Parent PLUS borrower defense loan discharge OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |