Comparing private student loans from SoFi versus Sallie Mae, which lender offers better hardship repayment terms for families dealing with unpredictable small business income?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing private student loans from SoFi versus Sallie Mae, which lender offers better hardship repayment terms for families dealing with unpredictable small business income?
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
SoFi private student loan hardship options unemployment deferment forbearance reduced payments official 2026 Google ↗
Sallie Mae private student loan repayment hardship options interest-only reduced payments forbearance official 2026 Google ↗
- Loan Discharge | ISL · sofi.com
- Options to Postpone Repayment | SLR · sofi.com
- Student Loan Repayment Options · salliemae.com
- Student Loan Help - Difficulty In Paying Loans Back · salliemae.com
- Repayment What if a borrower is having difficulty · salliemae.com
- Options for repaying your private education loan · consumerfinance.gov
- Options for repaying your federal and private student loans · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi private student loan hardship options unemployment deferment forbearance reduced payments official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Sallie Mae private student loan repayment hardship options interest-only reduced payments forbearance official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |