What specific payroll metrics do insurance auditors look at when determining final workers compensation rates for businesses like Travelers in the current economic climate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific payroll metrics do insurance auditors look at when determining final workers compensation rates for businesses like Travelers in the current economic climate?
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
2026 workers compensation insurance market economic trends payroll wage inflation medical severity NCCI rate filing Google ↗
Travelers workers compensation premium audit payroll remuneration class codes overtime exclusions audit guide Google ↗
- How Much Does Workers Compensation Cost? · travelers.com
- Premium Audit | Workers Compensation · travelers.com
- 2026 State of the Line Guide · ncci.com
- State of the Line Update: The Latest Results in 2026 · ncci.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 workers compensation insurance market economic trends payroll wage inflation medical severity NCCI rate filing OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Travelers workers compensation premium audit payroll remuneration class codes overtime exclusions audit guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |