Is calculating debt to income more favorable with SoFi or Earnest when older adults try to refinance old student loans for their children?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is calculating debt to income more favorable with SoFi or Earnest when older adults try to refinance old student loans for their children?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
SoFi student loan refinance debt-to-income requirements income retirement income parent PLUS refinance cosigner underwriting Google ↗
Earnest student loan refinance debt-to-income requirements retirement income parent PLUS refinance underwriting Google ↗
- Eligibility Criteria · sofi.com
- Income for a SoFi Loan Application · support.sofi.com
- Does Earnest consider household incomes when reviewing applications? · help.earnest.com
- Private lenders that refinance parent PLUS loans of November 2026 · nerdwallet.com
- Earnest vs. SoFi: Navigating Your Student Loan Refinance Options · thecollegeinvestor.com
- The Basics of SoFi’s Student Loan Refinancing! · support.sofi.com
- General SoFi Student Loan Information · support.sofi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi student loan refinance debt-to-income requirements income retirement income parent PLUS refinance cosigner underwriting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Earnest student loan refinance debt-to-income requirements retirement income parent PLUS refinance underwriting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |