Looking for a breakdown of private versus federal student loans to decide if I should consolidate my remaining balance while trying to secure a small business loan.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a breakdown of private versus federal student loans to decide if I should consolidate my remaining balance while trying to secure a small business loan.
2 real searches · 1 real-search pass
2026 federal student loan consolidation rules Direct Consolidation Loan private refinancing loss federal benefits SBA 7(a) loan personal credit debt obligations underwritingGoogle ↗
OBSERVEDReason
SBA SOP 50 10 personal debt student loans repayment debt service small business loan underwriting 2026Google ↗
OBSERVEDReason
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
2026 federal student loan consolidation rules Direct Consolidation Loan private refinancing loss federal benefits SBA 7(a) loan personal credit debt obligations underwriting Google ↗
SBA SOP 50 10 personal debt student loans repayment debt service small business loan underwriting 2026 Google ↗
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- Lender and Development Company Loan Programs · legacy.sba.gov
- Best Practices: SOP 50 10 8 Update - New 7(a) Small Loan Underwriting Requirements · starfieldsmith.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan consolidation rules Direct Consolidation Loan private refinancing loss federal benefits SBA 7(a) loan personal credit debt obligations underwriting OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SBA SOP 50 10 personal debt student loans repayment debt service small business loan underwriting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |