Who AI recommends for Hvac in Seaford, NY

The shares on this page are withheld. This sample was taken before 2026-09-13, when our query dropped the state and asked the assistants about a bare town name, so some answers may describe a same-named town elsewhere. The businesses below were each verified as real and Google-listed in this area, so the list stands. The percentages do not, and they are not shown until the sweep is re-run with the corrected query. We hold other people to this, so we hold ourselves to it.

We put 24 questions to Claude, Gemini and ChatGPT with live web search on, among them 'affordable hvac company in Seaford', 'best hvac company in Seaford'. That is the flaw: the question carried the town and not the state, so an assistant could answer about a town of the same name in another state. National HVAC Service was named more often than anyone else in what came back, and the list below is the order it produced. The sweep is being re-run with the state attached.