I need to find the best debt consolidation options to tackle high interest private student loans while protecting my credit score.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to find the best debt consolidation options to tackle high interest private student loans while protecting my credit score.
3 real searches · 1 real-search pass
2026 private student loan refinancing lenders soft credit check prequalification rates fees cosigner releaseGoogle ↗
OBSERVED
CFPB private student loan refinancing credit score hard inquiry soft inquiry shopping multiple lendersGoogle ↗
OBSERVED
Federal Student Aid private student loan refinance federal loans lose benefits private loansGoogle ↗
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
2026 private student loan refinancing lenders soft credit check prequalification rates fees cosigner release Google ↗
CFPB private student loan refinancing credit score hard inquiry soft inquiry shopping multiple lenders Google ↗
Federal Student Aid private student loan refinance federal loans lose benefits private loans Google ↗
- Explore Earnest · earnest.com
- Explore SoFi · sofi.com
- Explore Splash Financial · splashfinancial.com
- Explore ELFI · elfi.com
- Explore LendKey · lendkey.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Best Student Loan Refinance Lenders of November 2026 · cnbc.com
- Best Refinance Student Loans In 2026 · bankrate.com
- What kind of credit inquiry has no effect on my credit score? · consumerfinance.gov
- When will my lender run or obtain a copy of my credit report? · consumerfinance.gov
- Should I consolidate my private student loans? · consumerfinance.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Direct Loan Exit Counseling Guide · studentaid.gov
- Supervisory Highlights: Special Edition Student Lending · files.consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 private student loan refinancing lenders soft credit check prequalification rates fees cosigner release OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB private student loan refinancing credit score hard inquiry soft inquiry shopping multiple lenders OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid private student loan refinance federal loans lose benefits private loans OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |