How does getting preapproved for a business car loan work differently than a personal auto loan and which banks have the best commercial rates right now
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does getting preapproved for a business car loan work differently than a personal auto loan and which banks have the best commercial rates right now
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
United States business auto loan commercial vehicle financing rates banks credit unions 2026 published APR business vehicle loans Google ↗
commercial vehicle loan rates 2026 Bank of America Wells Fargo Chase business auto financing rates Google ↗
- Business Vehicle Loans · navyfederal.org
- Business Auto Loans and Financing for Commercial Vehicles · business.bankofamerica.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
United States business auto loan commercial vehicle financing rates banks credit unions 2026 published APR business vehicle loans OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
commercial vehicle loan rates 2026 Bank of America Wells Fargo Chase business auto financing rates OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |