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 Southfield, Michigan?”
“It serves Southfield with prompt furnace repair and says same-day heating service is available.”
Picked first
“Who is the best heating and air company in Southfield, Michigan?”
“It offers Southfield heating and cooling services and describes a family business founded in 1927 that remains family-run.”
Picked first
“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 offers furnace and heat pump installation and has a Southfield location.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Southfield, Michigan.”
“It serves Southfield and states same-day service is available for its repair work.”
Picked first
“I want my furnace serviced before winter in Southfield, Michigan. Who can I book online?”
“It offers Southfield heating maintenance and an online Schedule Now option.”
Picked #2
“Which heating company in Southfield shows upfront pricing, so I know the cost before they come?”
“It says it offers upfront, honest pricing for heating repairs in Southfield.”
What would change it
Where the assistant found the answer on another site and not on this one.
Mechanical Temp explicitly says same-day service is available most days for Southfield customers; Levine & Sons says same-day service is available but does not give that Southfield-specific qualification on the pages read.
https://mechanicaltemp.com/southfield.htmlMechanical Temp says its diagnostic fee is quoted up front; Levine & Sons describes upfront pricing before work but does not specify the diagnostic fee on the pages read.
https://mechanicaltemp.com/
Pages the assistant read
What it opened on this company's own site before answering.
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<a href="https://pickedbyagents.com/hvac/mi/southfield/levine-sons-plumbing-heating-cooling"><img src="https://pickedbyagents.com/badge/hvac/levine-sons-plumbing-heating-cooling-us-mi-southfield.svg" alt="Picked first by an AI assistant in Southfield" height="40"></a>
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