Looking for recommendations on commercial umbrella insurance that provides robust protection against severe liability lawsuits.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on commercial umbrella insurance that provides robust protection against severe liability lawsuits.
2 real searches · 1 real-search pass
best commercial umbrella excess liability insurance carriers high limits businesses 2026 Chubb Travelers Zurich AIG Liberty Mutual CNAGoogle ↗
OBSERVEDComparison
commercial umbrella liability insurance coverage exclusions follow form defense costs limits insurer financial strength AM BestGoogle ↗
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
best commercial umbrella excess liability insurance carriers high limits businesses 2026 Chubb Travelers Zurich AIG Liberty Mutual CNA Google ↗
commercial umbrella liability insurance coverage exclusions follow form defense costs limits insurer financial strength AM Best Google ↗
- Commercial Umbrella Insurance Coverage · travelers.com
- Middle Market Commercial Umbrella Liability Insurance · chubb.com
- Umbrella and excess liability · business.libertymutual.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best commercial umbrella excess liability insurance carriers high limits businesses 2026 Chubb Travelers Zurich AIG Liberty Mutual CNA OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial umbrella liability insurance coverage exclusions follow form defense costs limits insurer financial strength AM Best OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |