What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“I need a new furnace or heat pump installed in Bay City, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It offers Bay City furnace replacement and no-obligation heat-pump installation quotes.”
Picked #2
“Which heating company in Bay City, Michigan has upfront pricing, so I know the cost before they come?”
“It says customers receive the cost for recommended work before the work begins.”
Passed
“My furnace won't turn on. Who can fix it this week in Bay City, Michigan?”
“Its site describes Bay City furnace repair and 24/7 dispatch, but I found less explicit same-day scheduling detail than McCoy or Badour.”
Passed
“Who is the best heating and air company in Bay City, Michigan?”
“It offers a broad residential HVAC service range and 24/7 dispatch, but the other picks showed more detailed emergency response or longevity evidence.”
Passed
“I want my furnace serviced before winter in Bay City, Michigan. Who can I book online?”
“It offers maintenance programs and 24/7 dispatch, but its site directs customers to call or email rather than showing an online booking calendar.”
Who it picked instead
The company the assistant picked most often in Bay City.
McCoy Heating & Cooling
Picked first in 5 of 6, picked in 6 of 6 · 4.4 stars on Google from 135 reviews
“It combines a stated 1922 start, residential service breadth, same-day efforts for no-heat calls, and online scheduling.”
What would change it
Where the assistant found the answer on another site and not on this one.
McCoy says it tries for same-day service when a home's heat or cooling is out; Smith's site describes 24/7 dispatch and prompt scheduling but does not make the same-day commitment as explicit.
https://www.mccoyheatingandcooling.com/McCoy publishes a $100 diagnostic fee; Smith says it provides a quote before work begins but does not display a standard visit fee on pages reviewed.
https://www.mccoyheatingandcooling.com/Smith offers service requests and says it will confirm appointments, but pages reviewed do not show an appointment calendar or direct slot selection.
https://www.mccoyheatingandcooling.com/
Pages the assistant read
What it opened on this company's own site before answering.
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