Can you help me set up my student aid account to track my federal loans and make sure my employer qualifying payments are counting toward PSLF?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me set up my student aid account to track my federal loans and make sure my employer qualifying payments are counting toward PSLF?
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
site:studentaid.gov PSLF Help Tool certify employment qualifying payments StudentAid.gov account loan details 2026 Google ↗
site:studentaid.gov create StudentAid.gov account view federal student loans loan servicer PSLF payment counts Google ↗
- Open StudentAid.gov · studentaid.gov
- How to Manage your Public Service Loan Forgiveness (PSLF) Progress on StudentAid.gov · studentaid.gov
- Public Service Loan Forgiveness · studentaid.gov
- Open PSLF Help Tool · studentaid.gov
- Public Service Loan Forgiveness (PSLF) Help Tool · studentaid.gov
- Become a Public Service Loan Forgiveness (PSLF) Help Tool Ninja · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
site:studentaid.gov PSLF Help Tool certify employment qualifying payments StudentAid.gov account loan details 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:studentaid.gov create StudentAid.gov account view federal student loans loan servicer PSLF payment counts OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |