Real ChatGPT answer · index seedeuDFhLANy3gcompleteEducation · financial aid and scholarshipscommercial
Can you compare SoFi student loan refinancing rates with Earnest and Credible for someone with a 740 credit score and an income of 55k?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare SoFi student loan refinancing rates with Earnest and Credible for someone with a 740 credit score and an income of 55k?
3 real searches · 1 real-search pass
SoFi student loan refinancing rates 2026 fixed variable APR officialGoogle ↗
OBSERVEDOther / navigational
Earnest student loan refinance rates 2026 fixed variable APR officialGoogle ↗
OBSERVEDOther / navigational
Credible student loan refinance rates 2026 lender marketplace APR 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 student loan refinancing rates 2026 fixed variable APR official Google ↗
Earnest student loan refinance rates 2026 fixed variable APR official Google ↗
Credible student loan refinance rates 2026 lender marketplace APR official Google ↗
- Refinance Student Loan - Rates · sofi.com
- credible.com · credible.com
- credible.com · credible.com
- Earnest · savingforcollege.com
- credible.com · credible.com
- Best Student Loan Refinance Rates in September 2026 · credible.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- SoFi – Check refinancing rates · sofi.com
- Earnest – Check refinancing rates · earnest.com
- Credible – Compare refinancing offers · credible.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi student loan refinancing rates 2026 fixed variable APR official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Earnest student loan refinance rates 2026 fixed variable APR official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Credible student loan refinance rates 2026 lender marketplace APR official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |