What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Marshall, Texas?”
“It advertises same-day service in most cases and identifies two co-owners on its about page.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Marshall, Texas”
“It explicitly claims same-day service in most cases and 24/7 emergency support.”
Picked #2
“I want my furnace serviced before winter in Marshall, Texas. Who can I book online?”
“Its site offers online service requests and recommends seasonal heating maintenance before winter.”
Picked #3
“Which heating company in Marshall, Texas has upfront pricing, so I know the cost before they come?”
“It advertises upfront pricing and free quotes but does not publish specific service prices.”
Passed
“My furnace won't turn on. Who can fix it this week in Marshall, Texas?”
“Its site promotes same-day service and 24/7 support, but the available heater information is less specific about diagnosing a furnace that will not start.”
Passed
“I need a new furnace or heat pump installed in Marshall, Texas. Who should I get quotes from, and roughly what will it cost?”
“Its site says it handles replacements and offers free quotes, but no installation price was published.”
Who it picked instead
The company the assistant picked most often in Marshall.
All Elements Heating & Air LLC
Picked first in 5 of 6, picked in 6 of 6
“Advertises 24-hour emergency support and 24-hour emergency heating and air conditioning service. Its heater repair page specifically covers gas furnaces, heat pumps, and electric heating systems and describes quick repairs. Offers online appointment requests and says its founder has worked in HVAC since 2006; the company says it has served East Texas since 2012.”
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