My daughter graduated last month and we need to set up her federal loan auto-debit payments to get the interest rate discount, but the servicer website is confusing.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My daughter graduated last month and we need to set up her federal loan auto-debit payments to get the interest rate discount, but the servicer website is confusing.
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
Federal Student Aid automatic debit 0.25% interest rate reduction Direct Loans servicer enrollment official Google ↗
Federal student loan servicers enroll in auto pay automatic debit instructions official 2026 Google ↗
- U.S. Department of Education Extends Enrollment Period for Student Loan Interest Rate Reduction · ed.gov
- studentaid.gov · studentaid.gov
- StudentAid.gov · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid automatic debit 0.25% interest rate reduction Direct Loans servicer enrollment official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Federal student loan servicers enroll in auto pay automatic debit instructions official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |