Help me evaluate whether Earnest is better than Sofi for refinancing a combination of parent plus loans and private student debt as of this month.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Help me evaluate whether Earnest is better than Sofi for refinancing a combination of parent plus loans and private student debt as of this month.
3 real searches · 1 real-search pass
Earnest student loan refinancing Parent PLUS loans eligibility rates repayment terms October 2026Google ↗
OBSERVED
SoFi student loan refinancing Parent PLUS loans eligibility rates repayment terms October 2026Google ↗
OBSERVED
Earnest vs SoFi student loan refinancing comparison 2026 parent PLUS private loans protectionsGoogle ↗
OBSERVED
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Earnest student loan refinancing Parent PLUS loans eligibility rates repayment terms October 2026 Google ↗
SoFi student loan refinancing Parent PLUS loans eligibility rates repayment terms October 2026 Google ↗
Earnest vs SoFi student loan refinancing comparison 2026 parent PLUS private loans protections Google ↗
- Best Refinance Student Loans In 2026 · bankrate.com
- Earnest vs. SoFi: Navigating Your Student Loan Refinance Options · thecollegeinvestor.com
- credible.com · credible.com
- The Basics of SoFi’s Student Loan Refinancing! · support.sofi.com
- Best Student Loan Refinance Companies of October 2026 · money.com
- Best Student Loan Refinance Lenders of November 2026 · cnbc.com
- Private lenders that refinance parent PLUS loans of November 2026 · nerdwallet.com
- Earnest vs. SoFi: Which Student Loan Refinancing Lender Is Better? · credible.com
- [node:title] · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Earnest student loan refinancing Parent PLUS loans eligibility rates repayment terms October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi student loan refinancing Parent PLUS loans eligibility rates repayment terms October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Earnest vs SoFi student loan refinancing comparison 2026 parent PLUS private loans protections OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |