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 Southfield, Michigan?”
“It serves residential customers across southeastern Michigan and advertises 365/7 emergency service.”
Picked #3
“I need a new furnace or heat pump installed in Southfield, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It serves residential customers in southeastern Michigan and offers new HVAC installations.”
Passed
“Who is the best heating and air company in Southfield, Michigan?”
“It has residential services and emergency coverage, but its listed base is Livonia rather than Southfield.”
Passed
“My AC isn't working, can someone come out today? I'm in Southfield, Michigan.”
“It advertises year-round emergency service, but its site does not confirm a same-day Southfield appointment.”
Passed
“I want my furnace serviced before winter in Southfield, Michigan. Who can I book online?”
“Its site directs customers to call to schedule rather than showing an online booking flow.”
Passed
“Which heating company in Southfield shows upfront pricing, so I know the cost before they come?”
“It says customers approve an estimate before work begins, but does not publish a diagnostic fee or upfront price on the pages reviewed.”
Who it picked instead
The company the assistant picked most often in Southfield.
Mechanical Temp
Picked first in 3 of 6, picked in 6 of 6 · 4.7 stars on Google from 60 reviews
“Southfield furnace repair with same-day service most days and 24-hour emergency service. Upfront diagnostic fee and repair price before work starts. Online service scheduling form and a $69 furnace tune-up offer.”
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