What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“Who is the best heating and air company in Walker, Michigan?”
“It serves Walker, shows 700-plus Google reviews at 4.8 stars, and identifies its founder and local service history.”
Picked #2
“I need a new furnace or heat pump installed in Walker, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It serves Walker and its service pages list furnace installation and replacement.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Walker, Michigan.”
“Its Walker page lists AC repair and says same-day service is often available.”
Picked #2
“I want my furnace serviced before winter in Walker, Michigan. Who can I book online?”
“It serves Walker and provides an online schedule-service option.”
Passed
“My furnace won't turn on. Who can fix it this week in Walker, Michigan?”
“It serves Walker and says same-day service is often available, though its office hours are weekdays and it did not state 24/7 emergency availability on the pages reviewed.”
Passed
“Which heating company in Walker, Michigan has upfront pricing, so I know the cost before they come?”
“It describes clear recommendations and service based on the homeowner’s budget, but the Walker pages reviewed do not clearly state that pricing is provided before arrival.”
Who it picked instead
The company the assistant picked most often in Walker.
Mast Heating & Cooling
Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 346 reviews
“Its Walker page lists furnace and AC service, 24/7 emergency availability, and a 4.9-star Google rating with more than 300 reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
Mast's Walker page explicitly states 24/7 emergency HVAC service; the Walker page reviewed for Lake Michigan lists same-day availability but does not state 24/7 emergency service.
https://www.mastheating.com/walker-hvacMast's Walker page explicitly says customers receive an estimate before work proceeds; the Lake Michigan Walker page reviewed lists services and same-day availability without an explicit upfront HVAC pricing statement.
https://www.mastheating.com/walker-hvac
Pages the assistant read
What it opened on this company's own site before answering.
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