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 Pensacola?”
“Climatech offers after-hours emergency heating repair and describes furnace repair, installation, and maintenance in Pensacola.”
Picked #3
“Who is the best heating and air company in Pensacola?”
“Climatech says it is family-owned, has served the area since 1978, and offers emergency service plus second opinions.”
Picked #3
“I need a new furnace or heat pump installed in Pensacola. Who should I get quotes from, and roughly what will it cost?”
“Climatech offers furnace installation, financing, and free consultations for a furnace quote.”
Picked #2
“I want my furnace serviced before winter in Pensacola. Who can I book online?”
“Climatech provides furnace maintenance and online consultation requests, plus a maintenance plan listed from $160 per year.”
Passed
“My AC isn't working, can someone come out today? I'm in Pensacola”
“It advertises 24/7 emergency service, but its furnace page says its scheduling team returns form requests within one business day and does not confirm same-day AC availability.”
Passed
“Which heating company in Pensacola has upfront pricing, so I know the cost before they come?”
“It says it provides written diagnostic reports and transparent rates, but I found no public price list on its furnace page.”
Who it picked instead
The company the assistant picked most often in Pensacola.
M3 Air Conditioning Services
Picked first in 3 of 6, picked in 6 of 6 · 4.9 stars on Google from 76 reviews
“M3 publishes its repair process and written-quote approach, offers online booking, and claims same-day emergency service when possible.”
What would change it
Where the assistant found the answer on another site and not on this one.
M3 links to online booking; Climatech's furnace pages provide a request form but say the scheduling team follows up within one business day.
https://www.m3airconditioning.com/M3 says it provides a written quote before repairs; Climatech describes upfront quotes and estimates but its furnace repair page does not make the written format as explicit.
https://www.m3airconditioning.com/heating/furnace-repair/
Pages the assistant read
What it opened on this company's own site before answering.
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