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 Detroit, Michigan?”
“It has a dedicated furnace repair page and is based in Detroit.”
Picked #3
“Who is the best heating and air company in Detroit, Michigan?”
“It is Detroit-based and highlights its specialty hydronic piping license for boiler systems.”
Picked #3
“I need a new furnace or heat pump installed in Detroit, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace and boiler installation and is based in Detroit.”
Picked #3
“My AC isn't working, can someone come out today? I'm in Detroit, Michigan.”
“It serves Detroit and lists cooling and AC repair services.”
Passed
“I want my furnace serviced before winter in Detroit, Michigan. Who can I book online?”
“Its scheduling page is a service request form, and it does not clearly offer calendar-based online booking.”
Passed
“Which heating company in Detroit, Michigan has upfront pricing, so I know the cost before they come?”
“The pages reviewed do not publish service prices or a diagnostic fee.”
Who it picked instead
The company the assistant picked most often in Detroit.
Randazzo Heating, Cooling, and Electrical
Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 9594 reviews
“Its site combines Metro Detroit coverage, online scheduling, one-day installs, and nearly 7,000 five-star reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
The market answers cited Randazzo’s online scheduling and Metro Detroit coverage; Manning provides a service request form but its reviewed pages do not show calendar-based booking.
https://callrandazzo.com/Randazzo’s market evidence cited one-day installations; Manning’s reviewed pages describe installation but do not state an installation timeline.
https://callrandazzo.com/Randazzo’s site cited nearly 7,000 five-star reviews in the market answer; Manning’s reviewed pages do not feature a comparable review total.
https://callrandazzo.com/
Pages the assistant read
What it opened on this company's own site before answering.
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