Real ChatGPT answer · index seedp5tZ2tWTdyQcompleteEducation · financial aid and scholarshipscomparison
Is SoFi or Credible better for comparing graduate loan refinancing rates when my credit score reflects business debt
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is SoFi or Credible better for comparing graduate loan refinancing rates when my credit score reflects business debt
3 real searches · 1 real-search pass
SoFi vs Credible graduate student loan refinancing rates eligibility 2026 business debt credit scoreGoogle ↗
OBSERVEDComparison
SoFi student loan refinancing prequalification soft credit check business debt debt-to-income underwriting officialGoogle ↗
OBSERVEDOther / navigational
Credible student loan refinancing prequalification soft credit check lenders credit score debt-to-income officialGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
SoFi vs Credible graduate student loan refinancing rates eligibility 2026 business debt credit score Google ↗
SoFi student loan refinancing prequalification soft credit check business debt debt-to-income underwriting official Google ↗
Credible student loan refinancing prequalification soft credit check lenders credit score debt-to-income official Google ↗
- How To Refinance Graduate Student Loans in 2026 · credible.com
- Frequently Asked Questions · credible.com
- Compare rates through Credible · credible.com
- Eligibility Criteria · sofi.com
- Learn About Rates for Our SoFi Lending Products · support.sofi.com
- The Basics of SoFi’s Student Loan Refinancing! · support.sofi.com
- Check SoFi refinancing rates · sofi.com
- Best Student Loan Refinance Rates in October 2026 · credible.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi vs Credible graduate student loan refinancing rates eligibility 2026 business debt credit score OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
SoFi student loan refinancing prequalification soft credit check business debt debt-to-income underwriting official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Credible student loan refinancing prequalification soft credit check lenders credit score debt-to-income official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |