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 Livonia, Michigan?”
“It repairs all makes and models and advertises 24/7 emergency furnace service.”
Picked #2
“Who is the best heating and air company in Livonia, Michigan?”
“It is family-owned and operated since 1954 and offers HVAC installation, repair, and maintenance from its Livonia location.”
Picked #2
“I need a new furnace or heat pump installed in Livonia, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It installs Bryant heating systems and offers free estimates for installation.”
Picked first
“I want my furnace serviced before winter in Livonia, Michigan. Who can I book online?”
“It recommends annual pre-season furnace maintenance and links to schedule service online.”
Picked first
“Which heating company in Livonia, Michigan has upfront pricing, so I know the cost before they come?”
“Its website gives a $169 annual maintenance plan price, though repairs are billed separately based on time and materials.”
Passed
“My AC isn't working, can someone come out today? I'm in Livonia, Michigan.”
“It takes calls 24/7, but its pages do not promise same-day arrival.”
What would change it
Where the assistant found the answer on another site and not on this one.
Livonia HVAC was picked for the AC-today question because its site explicitly advertises same-day service; the D&G pages reviewed offer 24/7 call answering but do not promise same-day arrival.
https://livoniahvac.com/contact/
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/livonia/d-g-heating-and-cooling"><img src="https://pickedbyagents.com/badge/hvac/d-g-heating-and-cooling-us-mi-livonia.svg" alt="Picked first by an AI assistant in Livonia" height="40"></a>
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