Compare current fixed rate refinancing offers from SoFi against Laurel Road for a medical resident transitioning to an attending physician salary.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare current fixed rate refinancing offers from SoFi against Laurel Road for a medical resident transitioning to an attending physician salary.
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
SoFi student loan refinancing fixed APR rates October 2026 resident physician attending physician income offer terms Google ↗
Laurel Road student loan refinancing fixed APR rates October 2026 medical residents attending physicians offer terms Google ↗
- Medical & Dental Resident Loan Refinancing Rates & Terms · sofi.com
- Student Loan Refinancing for Physicians (2026): 5 Compared · medmoneyguide.com
- Terms and Limits for Medical & Dental Resident Refinance Loans · support.sofi.com
- Understanding Payments & Interest for Medical & Dental Resident Refinance Loans · support.sofi.com
- KeyBank Student Loan Refinancing Review · cnbc.com
- Medical student loans: Federal repayment vs. private refinancing · ama-assn.org
- Best Companies for Refinancing Medical School Loans of November 2026 · nerdwallet.com
- Get a SoFi refinancing quote · sofi.com
- Visit Laurel Road · laurelroad.com
- Visit KeyBank · key.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi student loan refinancing fixed APR rates October 2026 resident physician attending physician income offer terms OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Laurel Road student loan refinancing fixed APR rates October 2026 medical residents attending physicians offer terms OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |