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 Lapeer, Michigan?”
“Its Lapeer furnace service page covers repair and maintenance, and a recent customer review describes a quick furnace replacement.”
Picked #2
“Who is the best heating and air company in Lapeer, Michigan?”
“It serves Lapeer with furnace repair and maintenance and shows a substantial review count on its local service pages.”
Picked #2
“I need a new furnace or heat pump installed in Lapeer, Michigan. Who should I get quotes from, and roughly what will it cost?”
“Its Lapeer pages offer furnace installation and replacement service with local contact details.”
Picked #2
“Which heating company in Lapeer, Michigan has upfront pricing, so I know the cost before they come?”
“Its Carrier Lapeer page says it provides upfront estimates and reviews options before work begins.”
Passed
“My AC isn't working, can someone come out today? I'm in Lapeer, Michigan.”
“It serves Lapeer with AC and heating service, but I did not find an explicit same-day commitment on the pages read.”
Passed
“I want my furnace serviced before winter in Lapeer, Michigan. Who can I book online?”
“It offers furnace maintenance in Lapeer, but I did not verify an online time-slot booking flow.”
Who it picked instead
The company the assistant picked most often in Lapeer.
Bud's Heating and Cooling
Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 746 reviews
“Bud’s was picked first in all six answers for its Lapeer service coverage, emergency phone service, online Housecall Pro booking, transparent pricing claim, and customer accounts of prompt repairs.”
What would change it
Where the assistant found the answer on another site and not on this one.
Bud’s review page includes specific Lapeer customer accounts of same-day AC service and a furnace technician arriving within three hours; the Kapala pages I read describe fast repairs but provide no comparable Lapeer response-time examples.
https://www.budsheatingandcooling.com/about/reviews/Bud’s homepage links to Housecall Pro booking, while Kapala’s pages describe an online scheduler and request-service form but do not identify the booking platform.
https://www.budsheatingandcooling.com/
Pages the assistant read
What it opened on this company's own site before answering.
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