What is the best way to compare private student loan options from major lenders like Sallie Mae and College Ave for our remaining college costs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to compare private student loan options from major lenders like Sallie Mae and College Ave for our remaining college costs?
3 real searches · 1 real-search pass
2026 Sallie Mae undergraduate student loans rates repayment options cosigner release officialGoogle ↗
OBSERVEDComparison
2026 College Ave undergraduate student loans rates repayment options cosigner release officialGoogle ↗
OBSERVEDComparison
CFPB private student loans compare federal student loans loan estimate APR cosignerGoogle ↗
OBSERVEDComparison
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). 2 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
2026 Sallie Mae undergraduate student loans rates repayment options cosigner release official Google ↗
2026 College Ave undergraduate student loans rates repayment options cosigner release official Google ↗
CFPB private student loans compare federal student loans loan estimate APR cosigner Google ↗
- Undergraduate Student Loans · salliemae.com
- Undergraduate Student Loans · collegeave.com
- Cosigner Release: Apply to Release Your Student Loan Cosigner · salliemae.com
- Sallie Mae Student Loan Review 2026 · cnbc.com
- Choosing a loan that's right for you · consumerfinance.gov
- What are private student loans? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Sallie Mae undergraduate student loans rates repayment options cosigner release official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 College Ave undergraduate student loans rates repayment options cosigner release official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB private student loans compare federal student loans loan estimate APR cosigner OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |