I need advice on finding the best debt consolidation loan to handle high interest private student loans from my son's university.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need advice on finding the best debt consolidation loan to handle high interest private student loans from my son's university.
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
best private student loan refinance lenders 2026 rates eligibility cosigner fees Google ↗
CFPB private student loan refinancing compare variable fixed rates cosigner protections Google ↗
- Explore Earnest · earnest.com
- Explore SoFi · sofi.com
- Explore ELFI · elfi.com
- Explore Splash Financial · splashfinancial.com
- Best Student Loan Refinance Lenders of November 2026 · cnbc.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Best Student Loan Refinance Companies of October 2026 · money.com
- Should I consolidate my private student loans? · consumerfinance.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best private student loan refinance lenders 2026 rates eligibility cosigner fees OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB private student loan refinancing compare variable fixed rates cosigner protections OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |