My son is a high school teacher in a low-income school district, so how does he apply for the federal teacher loan forgiveness program step by step
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My son is a high school teacher in a low-income school district, so how does he apply for the federal teacher loan forgiveness program step by step
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). 1 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
Federal Student Aid Teacher Loan Forgiveness application steps eligibility 2026 official Google ↗
Teacher Cancellation Low Income Directory TCLI official Department Education Google ↗
- Teacher Cancellation Low Income Directory · studentaid.gov
- Teacher Loan Forgiveness · studentaid.gov
- Loan Cancellation Resources · cde.ca.gov
- 1845-0059 Teacher Loan Forgiveness · studentaid.gov
- 4 Loan Forgiveness Programs for Teachers · studentaid.gov
- https\://studentaid.gov · studentaid.gov
- [node:title] · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid Teacher Loan Forgiveness application steps eligibility 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Teacher Cancellation Low Income Directory TCLI official Department Education OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |