What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“My furnace won't turn on. Who can fix it this week in North Liberty, Iowa?”
“Its North Liberty page lists furnace repair and 24/7 emergency service.”
Picked #2
“Who is the best heating and air company in North Liberty, Iowa?”
“Its North Liberty page states it is family owned and lists HVAC service alongside 200-plus customer reviews.”
Picked #3
“I need a new furnace or heat pump installed in North Liberty, Iowa. Who should I get quotes from, and roughly what will it cost?”
“Its North Liberty page lists furnace installation and heat pump services.”
Picked #2
“My AC isn't working, can someone come out today? I'm in North Liberty, Iowa.”
“Its North Liberty page lists AC repair and 24/7 emergency service.”
Picked #3
“I want my furnace serviced before winter in North Liberty, Iowa. Who can I book online?”
“It lists furnace repair and maintenance with an online request-service link.”
Passed
“Which heating company in North Liberty, Iowa has upfront pricing, so I know the cost before they come?”
“Its page includes a customer testimonial about clear explanations, but I found no direct upfront-pricing claim.”
Who it picked instead
The company the assistant picked most often in North Liberty.
Novak Heating and Cooling
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1600 reviews
“Advertises 24-hour emergency HVAC service and 24/7 emergency heating service for North Liberty. North Liberty service page lists furnace and heat pump repair, installation, replacement, and maintenance. Says it provides firm cost breakdowns before repair work begins. Its company history says it was founded in 1934 and describes successive owners across generations. Carrier identifies Novak as family-owned and operated and shows 1,600 Google reviews.”
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