What methodology do actuaries use to evaluate credit-based insurance scores when determining annual rate increases for drivers with high liability limits?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What methodology do actuaries use to evaluate credit-based insurance scores when determining annual rate increases for drivers with high liability limits?
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
NAIC credit based insurance scores model act insurance scoring prohibited factors adverse action rate filing actuarial Google ↗
actuarial auto insurance credit based insurance scores loss frequency severity high limits liability modeling Google ↗
- Credit-Based Insurance Scores:; Impacts on Consumers of Automobile Insurance:; A Report to Congress By the Federal Trade Commission (July 2007) · ftc.gov
- Insurance Topics | Credit-Based Insurance Scores · content.naic.org
- webserver.rilegislature.gov · webserver.rilegislature.gov
- Auto Insurance Cancellation and Renewal Provisions · rules.sos.ri.gov
- Automobile Insurance Rating · rules.sos.ri.gov
- Reset Form STATE OF RHODE ISLAND RATE PROCEDURAL · dbr.ri.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NAIC credit based insurance scores model act insurance scoring prohibited factors adverse action rate filing actuarial OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
actuarial auto insurance credit based insurance scores loss frequency severity high limits liability modeling OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |