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 Troy, Michigan?”
“Its Troy furnace page advertises same-day service and priority scheduling for homes without heat.”
Picked #2
“Who is the best heating and air company in Troy, Michigan?”
“It is Troy-based and promotes same-day furnace repair and transparent pricing, with Google reviews shown on its site.”
Picked #3
“Which heating company in Troy, Michigan has upfront pricing, so I know the cost before they come?”
“It states that it provides clear pricing before starting furnace repair work.”
Passed
“I need a new furnace or heat pump installed in Troy, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It serves Troy and discusses furnace replacement, but the pages reviewed gave less detail about its installation options than the selected companies.”
Passed
“My AC isn't working, can someone come out today? I'm in Troy, Michigan”
“Its site emphasizes same-day furnace repair, but I did not verify a same-day AC response claim on the reviewed page.”
Passed
“I want my furnace serviced before winter in Troy, Michigan. Who can I book online?”
“It describes furnace tune-ups and maintenance plans, but the reviewed page did not show live online booking.”
Who it picked instead
The company the assistant picked most often in Troy.
Comfort Plus, LC Heating & Cooling
Picked first in 6 of 6, picked in 6 of 6 · 4.6 stars on Google from 100 reviews
“It repeatedly showed 24/7 emergency and same-day service, online service requests, upfront estimates, and installation and maintenance options.”
What would change it
Where the assistant found the answer on another site and not on this one.
Comfort Plus describes 24/7 emergency response and same-day appointments; the Temperature Repair pages reviewed say same-day service but do not make a 24/7 claim.
https://comfortpluslc.com/our-services/heating-repair-services/Comfort Plus offers online service requests; Temperature Repair's reviewed pages direct visitors to call or use a generic Schedule Service link without showing the booking process or live slots.
https://comfortpluslc.com/our-services/heating-maintenance-service/Comfort Plus describes furnace installation and financing options on its installation page; Temperature Repair's reviewed general pages explain assessment-based quotes but give less detail about installation options.
https://comfortpluslc.com/our-services/heating-installation-services/
Pages the assistant read
What it opened on this company's own site before answering.
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