Real ChatGPT answer · index seedOU4rBDHeNdscompleteHome services and improvement · contractors and remodelingcomparison
Is it worth paying more for licensed and insured electrical contractors or should I use a handyman service to save money on vanity installation
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying more for licensed and insured electrical contractors or should I use a handyman service to save money on vanity installation
1 real search · 1 real-search pass
New York City bathroom vanity installation electrical work licensed electrician handyman permit requirements NYC DOBGoogle ↗
OBSERVEDInstruction
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
New York City bathroom vanity installation electrical work licensed electrician handyman permit requirements NYC DOB Google ↗
- Project Requirements for Owner - Electrical Systems · nyc.gov
- Electrical Wiring Installation Permit · NYC311 · portal.311.nyc.gov
- Do I Need a Permit? · nyc.gov
- Home Improvement Contractor License · NYC311 · portal.311.nyc.gov