How do insurance underwriters calculate risk when evaluating a renters insurance umbrella pairing for a freelance software developer with international clients
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do insurance underwriters calculate risk when evaluating a renters insurance umbrella pairing for a freelance software developer with international clients
2 real searches · 1 real-search pass
personal umbrella insurance underwriting underlying limits exclusions business activities professional liability renters insurance NAICGoogle ↗
OBSERVEDReason
freelancers home based business renters insurance personal liability professional liability international clients insuranceGoogle ↗
OBSERVEDOther / navigational
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
personal umbrella insurance underwriting underlying limits exclusions business activities professional liability renters insurance NAIC Google ↗
freelancers home based business renters insurance personal liability professional liability international clients insurance Google ↗
- Home-Based Business Insurance · michigan.gov
- Personal Umbrella Policy & Lawsuit Insurance · usaa.com
- What’s an Umbrella Policy? · content.naic.org
- Home-Based Business Insurance: What You Need, How to Get It · nerdwallet.com
- Personal Umbrella and Excess Liability Insurance · mass.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
personal umbrella insurance underwriting underlying limits exclusions business activities professional liability renters insurance NAIC OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
freelancers home based business renters insurance personal liability professional liability international clients insurance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |