I need to consolidate thirty thousand in high interest business credit card debt and want to know which personal loans offer the lowest fixed APR for LLC owners.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to consolidate thirty thousand in high interest business credit card debt and want to know which personal loans offer the lowest fixed APR for LLC owners.
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). 1 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
best personal loan fixed APR debt consolidation business credit card debt LLC owner use proceeds lender terms 2026 Google ↗
personal loan lenders APR ranges debt consolidation 2026 SoFi LightStream Upgrade Discover Happy Money official Google ↗
- Debt Consolidation Loans from $3,000 to $100,000 · wellsfargo.com
- Rates and Terms · sofi.com
- Best Debt Consolidation Loans 2026 · creditkarma.com
- Best Online Lenders for Personal Loans: October 2026 Rates · bills.com
- Average Personal Loan Interest Rates for October 2026 · nerdwallet.com
- The Basics of a SoFi Personal Loan! · support.sofi.com
- Unsecured Personal Loan for Good to Excellent Credit · truist.com
- Personal Loan FAQs · discover.com
- Best Business Debt Consolidation Loans · nerdwallet.com
- 7 Best Debt Consolidation Loans for Small Businesses in 2026 · finder.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best personal loan fixed APR debt consolidation business credit card debt LLC owner use proceeds lender terms 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
personal loan lenders APR ranges debt consolidation 2026 SoFi LightStream Upgrade Discover Happy Money official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |