Looking for the best strategies and tools to estimate standard repayment costs for a mix of federal and private student loans.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the best strategies and tools to estimate standard repayment costs for a mix of federal and private student loans.
3 real searches · 1 real-search pass
Federal Student Aid Loan Simulator standard repayment plan 10 years official 2026Google ↗
OBSERVEDOther / navigational
CFPB student loan repayment calculator private student loans amortization officialGoogle ↗
OBSERVEDOther / navigational
Federal student loan interest capitalization repayment standard plan official studentaid.govGoogle ↗
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
Federal Student Aid Loan Simulator standard repayment plan 10 years official 2026 Google ↗
CFPB student loan repayment calculator private student loans amortization official Google ↗
Federal student loan interest capitalization repayment standard plan official studentaid.gov Google ↗
- Open Federal Student Aid Loan Simulator · studentaid.gov
- Compare Repayment Plans With Our Repayment Calculator · studentaid.gov
- SAVE Plan Borrowers: FAQs About Choosing a Different Repayment Plan · studentaid.gov
- studentaid.gov · studentaid.gov
- Open Bankrate Loan Calculator · bankrate.com
- Read CFPB student loan repayment guidance · consumerfinance.gov
- Repayment Plans · studentaid.gov
- studentaid.gov · studentaid.gov
- How does interest accrue while I am in school? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid Loan Simulator standard repayment plan 10 years official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB student loan repayment calculator private student loans amortization official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Federal student loan interest capitalization repayment standard plan official studentaid.gov OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |