Quick question, does Berkshire Hathaway or State Farm offer better commercial auto insurance rates for a sole proprietor starting a contracting job today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Quick question, does Berkshire Hathaway or State Farm offer better commercial auto insurance rates for a sole proprietor starting a contracting job today?
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
Berkshire Hathaway GEICO commercial auto insurance contractors sole proprietor Wisconsin 2026 rates State Farm comparison Google ↗
GEICO commercial auto insurance contractor Wisconsin State Farm commercial vehicle coverage sole proprietor Google ↗
- Geico Business Insurance Review 2026: Get Commercial Auto Quotes Online · nerdwallet.com
- The automobile insurance business is highly competitive in the areas of price and service. GEICO competes for private passenger automobile insurance customers in the preferred, standard and non-standard risk markets with other companies that sell directly to the customer as well as with companies that use agency sales forces, including State Farm, Allstate, Progressive and USAA. GEICO’s advertising campaigns and competitive rates contributed to a cumulative increase in voluntary policies-in-forc · oci.wi.gov
- Best Commercial Auto Insurance Companies (2026) · moneygeek.com
- Commercial Auto Insurance in Wisconsin · geico.com
- How Your Vehicles Are Used · geico.com
- What is commercial auto insurance for businesses? · geico.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Berkshire Hathaway GEICO commercial auto insurance contractors sole proprietor Wisconsin 2026 rates State Farm comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GEICO commercial auto insurance contractor Wisconsin State Farm commercial vehicle coverage sole proprietor OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |