Real ChatGPT answer · index seedLLetxyWAwg8completeEducation · financial aid and scholarshipscomparison
Can you compare SoFi student loan refinancing with Earnest to figure out which lender offers better protections and rates for older borrowers acting as cosigners?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare SoFi student loan refinancing with Earnest to figure out which lender offers better protections and rates for older borrowers acting as cosigners?
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 student loan refinancing cosigner protections cosigner release death disability hardship rates 2026 Google ↗
Earnest student loan refinancing cosigner protections cosigner release death disability hardship rates 2026 Google ↗
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- credible.com · credible.com
- credible.com · credible.com
- Can I remove a Cosigner from my Private Student Loans? · support.sofi.com
- Cosigner Release · sofi.mohela.com
- SoFi · savingforcollege.com
- Info Center · sofi.mohela.com
- Hardship, Collections, and End-of-Life Account Support · support.sofi.com
- Earnest · scholarships.savingforcollege.com
- What happens to my student loans if I die or become disabled? · consumerfinance.gov
- Refinancing Student Loans With a Co-Signer: What to Know · nerdwallet.com
- How to Refinance Student Loans With a Cosigner · sofi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi student loan refinancing cosigner protections cosigner release death disability hardship rates 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Earnest student loan refinancing cosigner protections cosigner release death disability hardship rates 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |