What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Lagrangeville, New York?”
“It lists Lagrangeville among its service areas and advertises 24/7 HVAC response and online booking.”
Picked #3
“I need a new furnace or heat pump installed in Lagrangeville, New York. Who should I get quotes from, and roughly what will it cost?”
“Its Lagrangeville page covers heating replacement, furnace work, and heat pumps, with estimates and financing available.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Lagrangeville, New York.”
“It offers AC repair in its service area and advertises 24/7 emergency HVAC availability.”
Picked #2
“I want my furnace serviced before winter in Lagrangeville, New York. Who can I book online?”
“It lists heating maintenance and an online Book Now option for customers in Lagrangeville.”
Picked #2
“Which heating company in Lagrangeville, New York has upfront pricing, so I know the cost before they come?”
“Its Lagrangeville page describes transparent upfront pricing for recommended work after diagnosis.”
Passed
“My furnace won't turn on. Who can fix it this week in Lagrangeville, New York?”
“It offers furnace repair and 24/7 emergency service, but Kulk’s page more directly addresses a furnace that will not turn on and is locally based in Lagrangeville.”
Who it picked instead
The company the assistant picked most often in Lagrangeville.
Kulk’s Plumbing & Heating Inc.
Picked first in 4 of 6, picked in 4 of 6 · 4.8 stars on Google from 328 reviews
“Its heating page specifically offers furnace repair for a system that will not turn on. It lists upfront pricing as a customer guarantee. It is based at 2197 State Route 55 in Lagrangeville.”
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