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 Niles?”
“Its Niles furnace page advertises emergency repair and around-the-clock service.”
Picked #2
“I need a new furnace or heat pump installed in Niles. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation in Niles and states that installations include a three-year labor warranty.”
Picked first
“My AC isn't working, can someone come out today? I'm in Niles.”
“Its Niles AC repair page advertises emergency service and around-the-clock help.”
Picked #3
“I want my furnace serviced before winter in Niles. Who can I book online?”
“Its site has online scheduling and furnace maintenance services.”
Picked first
“Which heating company in Niles has upfront pricing, so I know the cost before they come?”
“Its homepage explicitly describes flat-rate pricing with the price presented before work begins.”
Passed
“Who is the best heating and air company in Niles?”
“It serves Niles and offers useful service and pricing details, but the sources reviewed did not establish a comparable volume of Google reviews.”
What would change it
Where the assistant found the answer on another site and not on this one.
Michiana’s market-file evidence explicitly says same-day furnace repairs are available for most issues; AirLux’s reviewed furnace page promises emergency service but does not make the same-day claim.
https://michianahvac.com/service-areas/niles-mi/furnace-repair-in-niles-mi/The supplied market data lists Michiana with 555 Google reviews and AirLux with 365.
https://michianahvac.com/
Pages the assistant read
What it opened on this company's own site before answering.
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<a href="https://pickedbyagents.com/hvac/mi/niles/airlux-heating-cooling"><img src="https://pickedbyagents.com/badge/hvac/airlux-heating-cooling-us-mi-niles.svg" alt="Picked first by an AI assistant in Niles" height="40"></a>
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