How many qualifying monthly payments do I need to make under an income driven repayment plan before my remaining balance gets wiped out by Public Service Loan Forgiveness?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many qualifying monthly payments do I need to make under an income driven repayment plan before my remaining balance gets wiped out by Public Service Loan Forgiveness?
1 real search · 1 real-search pass
2026 Public Service Loan Forgiveness 120 qualifying payments income driven repayment official Federal Student AidGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 Public Service Loan Forgiveness 120 qualifying payments income driven repayment official Federal Student Aid Google ↗
- StudentAid.gov · studentaid.gov
- How to Manage your Public Service Loan Forgiveness (PSLF) Progress on StudentAid.gov · studentaid.gov
- Student Loan Forgiveness (and Other Ways the Government Can Help You Repay Your Loans) · studentaid.gov