Real ChatGPT answer · index seedRSn4qwx9nTkcompleteInsurance · business insuranceinformational

How do insurance auditors determine independent contractor classification risks for construction subcontractors?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do insurance auditors determine independent contractor classification risks for construction subcontractors?
3 real searches · 1 real-search pass
construction workers compensation premium audit uninsured subcontractors independent contractor classification NCCI guidanceGoogle ↗
OBSERVEDReason
IRS independent contractor employee behavioral financial relationship control officialGoogle ↗
OBSERVEDYes / no
U.S. Department of Labor independent contractor economic reality test construction 2026Google ↗
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)
Short factOther / navigationalComparisonConsequenceReason67%DefinitionInstructionYes / no33%

Classes come from the query-classifier (a local Laya model). 2 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
construction workers compensation premium audit uninsured subcontractors independent contractor classification NCCI guidance Google ↗
IRS independent contractor employee behavioral financial relationship control official Google ↗
U.S. Department of Labor independent contractor economic reality test construction 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
construction workers compensation premium audit uninsured subcontractors independent contractor classification NCCI guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS independent contractor employee behavioral financial relationship control official
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
U.S. Department of Labor independent contractor economic reality test construction 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1