How do underwriters determine the risk bracket for exotic or rare dog breeds with limited actuarial data?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do underwriters determine the risk bracket for exotic or rare dog breeds with limited actuarial data?
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
actuarial credibility limited data insurance underwriting proxy class loss experience credibility theory property casualty Google ↗
homeowners insurance dog breed underwriting liability claims breed restrictions state insurance department Google ↗
- Breed-Specific Legislation · content.naic.org
- Insurance Topics | Breed-Specific Legislation · content.naic.org
- Credibility Procedures - Actuarial Standards BoardActuarial Standards Board · actuarialstandardsboard.org
- Credibility Procedures · actuary.org
- 20-1510 - Homeowner's or renter's insurance; dog breeds; prohibitions; definitions · azleg.gov
- Homeowners Insurance | Consumer Information | Arizona DIFI · difi.az.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
actuarial credibility limited data insurance underwriting proxy class loss experience credibility theory property casualty OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
homeowners insurance dog breed underwriting liability claims breed restrictions state insurance department OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |