What steps should I take to get competing bids from local HVAC contractors to ensure I am getting a fair price for a warehouse upgrade?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps should I take to get competing bids from local HVAC contractors to ensure I am getting a fair price for a warehouse upgrade?
1 real search · 1 real-search pass
New York City commercial HVAC warehouse contractors licensing insurance bid procurement guidanceGoogle ↗
OBSERVEDComparison
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 commercial HVAC warehouse contractors licensing insurance bid procurement guidance Google ↗
- Project Requirements: Contractor Permit & Insurance · nyc.gov
- Project Requirements for Owner - Mercantile, Business and Place of Assembly · home4.nyc.gov
- Contractors · nyc.gov