Looking for the most affordable umbrella liability coverage providers for small contractors who need to keep overhead low
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the most affordable umbrella liability coverage providers for small contractors who need to keep overhead low
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
affordable commercial umbrella insurance for small contractors Louisiana providers 2026 pricing requirements Google ↗
small contractor commercial umbrella insurance independent agents Louisiana general liability excess liability Google ↗
- Commercial Umbrella Insurance Cost: Fast & Free Quotes · insureon.com
- Louisiana Commercial Umbrella Insurance starting at $25/mo · cpkinsurance.com
- Louisiana Builders Risk Insurance starting from $25/mo · cpkinsurance.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
affordable commercial umbrella insurance for small contractors Louisiana providers 2026 pricing requirements OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
small contractor commercial umbrella insurance independent agents Louisiana general liability excess liability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |