Real ChatGPT answer · index seed9cZDu7foA9UcompleteHome services and improvement · contractors and remodelinginformational
What steps do I need to follow to legally subcontract electrical and plumbing work on a major home remodeling project in my state?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps do I need to follow to legally subcontract electrical and plumbing work on a major home remodeling project in my state?
3 real searches · 1 real-search pass
California CSLB general building contractor subcontract specialty contractors B license C-10 C-36 requirementsGoogle ↗
OBSERVEDInstruction
California CSLB home improvement contract requirements subcontractors workers compensation permits owner builder CaliforniaGoogle ↗
OBSERVEDInstruction
California CSLB B-2 residential remodeling contractor subcontract electrical plumbing restrictionsGoogle ↗
OBSERVEDConsequence
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
California CSLB general building contractor subcontract specialty contractors B license C-10 C-36 requirements Google ↗
California CSLB home improvement contract requirements subcontractors workers compensation permits owner builder California Google ↗
California CSLB B-2 residential remodeling contractor subcontract electrical plumbing restrictions Google ↗
- CSLB – Check a Contractor's License · cslb.ca.gov
- City of Palmdale – Official Website · cityofpalmdaleca.gov
- Learn About Home Improvement Contracts · cslb.ca.gov
- California Business and Professions Code § 7159 (2025) :: 2025 California Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Don’t Pay Too Much Money Up Front on Home Improvement Projects · cslb.ca.gov
- Workers' Compensation Requirements · cslb.ca.gov
- Workers' Compensation Requirements · cslb.ca.gov
- How do I find the right licensed contractor? · cslb.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California CSLB general building contractor subcontract specialty contractors B license C-10 C-36 requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
California CSLB home improvement contract requirements subcontractors workers compensation permits owner builder California OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
California CSLB B-2 residential remodeling contractor subcontract electrical plumbing restrictions OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |