What is the difference between federal student loans and private loans in terms of repayment terms for first-time college students?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between federal student loans and private loans in terms of repayment terms for first-time college students?
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 federal student loan repayment plans grace period Direct Loans official Google ↗
CFPB private student loans repayment terms in-school payments deferment official Google ↗
- Federal Student Aid · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid federal student loan repayment plans grace period Direct Loans official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB private student loans repayment terms in-school payments deferment official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |