Real ChatGPT answer · index seedOWunPQ7Cfn4completeEducation · financial aid and scholarshipsinformational
Does refinancing our combined federal student loans with a private lender like SoFi mean we lose access to income driven repayment plans forever?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Does refinancing our combined federal student loans with a private lender like SoFi mean we lose access to income driven repayment plans forever?
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 loan refinancing private lender lose income-driven repayment plans federal benefits official studentaid.gov Google ↗
SoFi refinance federal student loans income-driven repayment lose federal protections Google ↗
- The Basics of SoFi’s Student Loan Refinancing! · support.sofi.com
- Is Refinancing Private Student Loans to Federal Loans Possible? · sofi.com
- Direct Loan Exit Counseling Guide · studentaid.gov
- Options for repaying your federal and private student loans · consumerfinance.gov
- The Basics of SoFi’s Student Loan Refinancing! · support.sofi.com
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Federal Loan Consolidation · nevadatreasurer.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal student loan refinancing private lender lose income-driven repayment plans federal benefits official studentaid.gov OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
SoFi refinance federal student loans income-driven repayment lose federal protections OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |