Can a parent refinance federal student loans into a private loan to get a lower rate, and what do we lose by doing that?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a parent refinance federal student loans into a private loan to get a lower rate, and what do we lose by doing that?
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 parent PLUS loan refinance private loan lose federal benefits income driven repayment forgiveness discharge official Google ↗
Consumer Financial Protection Bureau refinance federal student loans private lose protections Parent PLUS Google ↗
- [node:title] · studentaid.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- [node:title] · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- 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 parent PLUS loan refinance private loan lose federal benefits income driven repayment forgiveness discharge official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Consumer Financial Protection Bureau refinance federal student loans private lose protections Parent PLUS OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |