How can I find out if a local contractor has disciplinary actions against his license before I hire him to fix my roof in Atlanta?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I find out if a local contractor has disciplinary actions against his license before I hire him to fix my roof in Atlanta?
1 real search · 1 real-search pass
Georgia Secretary of State Residential and General Contractors license search disciplinary actions official Georgia roofing contractor license requirementsGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Georgia Secretary of State Residential and General Contractors license search disciplinary actions official Georgia roofing contractor license requirements Google ↗
- Georgia Secretary of State · sos.ga.gov
- Home Repairs and Improvements | Georgia Attorney General's Consumer Protection Division · consumer.georgia.gov
- How can I verify that a contractor is licensed and insured? | Consumer Ed, brought to you by the Georgia Attorney General’s Consumer Protection Division · consumered.georgia.gov
- Georgia Consumer Protection Division · consumer.georgia.gov
- Better Business Bureau · bbb.org
- City of Atlanta · atlantaga.gov