Can a handyman in Lawrenceville install a ductless mini split AC unit or do I need a licensed HVAC contractor?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a handyman in Lawrenceville install a ductless mini split AC unit or do I need a licensed HVAC contractor?
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
Lawrenceville HVAC contractor licensing ductless mini split installation handyman requirements Georgia Google ↗
Georgia HVAC contractor license requirements refrigerant mini split installation EPA Section 608 Google ↗
- Georgia Code § 43-14-19 (2025) - [Effective July 1, 2026] Applicability of chapter :: 2025 Georgia Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Georgia Code § 43-14-8 (2024) - Licensing required for electrical, plumbing, or conditioned air contracting; businesses conducted by partnerships, limited liability companies, and corporations; applications; review courses :: 2024 Georgia Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
- Using an unlicensed HVAC contractor can void your warranty | Consumer Ed, brought to you by the Georgia Attorney General’s Consumer Protection Division · consumered.georgia.gov
- Chapter 10 - BUILDINGS AND BUILDING REGULATIONS | Code of Ordinances | Lawrenceville, GA · library.municode.com
- Georgia Secretary of State license verification · verify.sos.ga.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Lawrenceville HVAC contractor licensing ductless mini split installation handyman requirements Georgia OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Georgia HVAC contractor license requirements refrigerant mini split installation EPA Section 608 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |