What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“My furnace won't turn on. Who can fix it this week in Madison?”
“Shackelford advertises 24/7 emergency service and features customer accounts describing prompt emergency furnace service.”
Picked #3
“Who is the best heating and air company in Madison?”
“Shackelford describes residential heating and cooling service since 1986 and advertises 24/7 emergency service.”
Passed
“I need a new furnace or heat pump installed in Madison. Who should I get quotes from, and roughly what will it cost?”
“Shackelford handles residential installation and replacement, but I found less installation timing detail than on Harker’s site.”
Passed
“I want my furnace serviced before winter in Madison. Who can I book online?”
“Shackelford has maintenance services and a service request link, but Harker’s maintenance page described online booking more explicitly.”
Who it picked instead
The company the assistant picked most often in Madison.
Harker Heating & Cooling
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1794 reviews
“Available 24/7 for emergency heating and cooling repair. Most business-hours furnace or AC emergency calls receive same-day attention. Many HVAC repair calls are completed the same day. Many furnace installations can be scheduled same day or next day when possible. Customers can book furnace maintenance online, and the page links to a ServiceTitan scheduler. Repair options are explained and a price is provided before work begins.”
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