Compare the payroll auditing methodologies used by EMPLOYERS versus ADP TotalSource for workers comp when dealing with fluctuating seasonal subcontractor expenses.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the payroll auditing methodologies used by EMPLOYERS versus ADP TotalSource for workers comp when dealing with fluctuating seasonal subcontractor expenses.
3 real searches · 1 real-search pass
EMPLOYERS insurance workers compensation premium audit subcontractors uninsured subcontractors payroll audit methodologyGoogle ↗
OBSERVEDReason
ADP TotalSource workers compensation premium audit subcontractors payroll reporting audit PEOGoogle ↗
OBSERVEDReason
ADP TotalSource workers compensation coverage payroll fluctuations subcontractors certificates insuranceGoogle ↗
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
EMPLOYERS insurance workers compensation premium audit subcontractors uninsured subcontractors payroll audit methodology Google ↗
ADP TotalSource workers compensation premium audit subcontractors payroll reporting audit PEO Google ↗
ADP TotalSource workers compensation coverage payroll fluctuations subcontractors certificates insurance Google ↗
- Workers’ Comp Insurance Premium Audit Services · employers.com
- Workers Compensation Premium Audit FAQ's · employers.com
- Workers' Compensation Auditor, ADP Job #277364, El Paso, TX, US · talentnetwork.adp.com
- Workers' Compensation Insurance for Small Businesses · adp.com
- Workers’ Compensation 101 · insurance.adp.com
- Case 8-18-71748-ast | Doc 436-1 | Filed 07/27/18 · document.epiq11.com
- TotalSource® PEO: Expert Management and Support · adp.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EMPLOYERS insurance workers compensation premium audit subcontractors uninsured subcontractors payroll audit methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ADP TotalSource workers compensation premium audit subcontractors payroll reporting audit PEO OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ADP TotalSource workers compensation coverage payroll fluctuations subcontractors certificates insurance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |