How do private lenders evaluate credit scores when you apply for a student loan co-signer release?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do private lenders evaluate credit scores when you apply for a student loan co-signer release?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
private student loan cosigner release credit score underwriting requirements income debt to income payment history lender official Google ↗
CFPB private student loan cosigner release requirements creditworthiness Google ↗
- Advantage Education Loan · advantageeducationloan.com
- Cosigner Release: Apply to Release Your Student Loan Cosigner · salliemae.com
- American Education Services · aessuccess.org
- Student Loans for Cosigners & Parents · salliemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
private student loan cosigner release credit score underwriting requirements income debt to income payment history lender official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
CFPB private student loan cosigner release requirements creditworthiness OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |