How do I track qualifying payments for the Public Service Loan Forgiveness program if I recently incorporated my small business as a non-profit?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I track qualifying payments for the Public Service Loan Forgiveness program if I recently incorporated my small business as a non-profit?
3 real searches · 1 real-search pass
2026 PSLF rules nonprofit employer self-employed founder qualifying employment StudentAid.govGoogle ↗
OBSERVEDShort fact
site:studentaid.gov/manage-loans/forgiveness-cancellation/public-service PSLF qualifying employer 30 hours self-employed nonprofit EIN employer certificationGoogle ↗
OBSERVEDOther / navigational
site:studentaid.gov PSLF employer eligibility nonprofit 501(c)(3) qualifying payments employment certification formGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 PSLF rules nonprofit employer self-employed founder qualifying employment StudentAid.gov Google ↗
site:studentaid.gov/manage-loans/forgiveness-cancellation/public-service PSLF qualifying employer 30 hours self-employed nonprofit EIN employer certification Google ↗
site:studentaid.gov PSLF employer eligibility nonprofit 501(c)(3) qualifying payments employment certification form Google ↗
- Public Service Loan Forgiveness Questions and Answers · studentaid.gov
- Tackling the Public Service Loan Forgiveness Form: Employer Tips · studentaid.gov
- Public Service Loan Forgiveness (PSLF) Help Tool · studentaid.gov
- PSLF Help Tool · studentaid.gov
- Public Service Loan Forgiveness · studentaid.gov
- Become a Public Service Loan Forgiveness (PSLF) Help Tool Ninja · studentaid.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 PSLF rules nonprofit employer self-employed founder qualifying employment StudentAid.gov OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
site:studentaid.gov/manage-loans/forgiveness-cancellation/public-service PSLF qualifying employer 30 hours self-employed nonprofit EIN employer certification OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:studentaid.gov PSLF employer eligibility nonprofit 501(c)(3) qualifying payments employment certification form OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |