How do current workers comp payroll audit procedures differ between AmTrust and The Hartford for a small consulting firm with part-time retired employees?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do current workers comp payroll audit procedures differ between AmTrust and The Hartford for a small consulting firm with part-time retired employees?
3 real searches · 1 real-search pass
2026 workers compensation premium audit payroll rules part-time employees retired employees consulting firm NCCI remuneration exclusionsGoogle ↗
OBSERVEDReason
AmTrust workers compensation premium audit payroll records audit process officialGoogle ↗
OBSERVEDOther / navigational
The Hartford workers compensation premium audit payroll records audit process officialGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 workers compensation premium audit payroll rules part-time employees retired employees consulting firm NCCI remuneration exclusions Google ↗
AmTrust workers compensation premium audit payroll records audit process official Google ↗
The Hartford workers compensation premium audit payroll records audit process official Google ↗
- AmTrust Premium Audit and FAQs.pdf · amtrustfinancial.com
- Workers’ Compensation Audit · thehartford.com
- SERFF Tracking #: NCCI-133617166 · tdi.texas.gov
- NCCI_Item_B-1448_Order.docx.pdf · tdi.texas.gov
- Rule 2 · ncrb.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 workers compensation premium audit payroll rules part-time employees retired employees consulting firm NCCI remuneration exclusions OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AmTrust workers compensation premium audit payroll records audit process official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
The Hartford workers compensation premium audit payroll records audit process official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |