What the assistant said
Its own sentence for each question, verbatim.
Passed
“My furnace won't turn on. Who can fix it this week in Davison, Michigan?”
“It offers local heating repairs, but its site gives less specific furnace repair detail than the two picks.”
Passed
“Who is the best heating and air company in Davison, Michigan?”
“It offers a broad range of local services, but its site provides less detail about company history and service credentials.”
Passed
“I need a new furnace or heat pump installed in Davison, Michigan. Who should I get quotes from, and roughly what will it cost?”
“It offers installations, but I found less specific furnace or heat-pump installation information than on the selected companies’ pages.”
Passed
“My AC isn't working, can someone come out today? I'm in Davison, Michigan.”
“It offers local cooling service, but its site doesn’t state same-day A/C availability.”
Passed
“I want my furnace serviced before winter in Davison, Michigan. Who can I book online?”
“Its site has a contact page and schedule link, but I didn’t find a furnace-specific online booking flow.”
Passed
“Which heating company in Davison, Michigan has upfront pricing, so I know the cost before they come?”
“A customer testimonial mentions a $39 diagnostic service call, but I couldn’t verify it as a current company price.”
Who it picked instead
The company the assistant picked most often in Davison.
Holland Heating & Cooling
Picked first in 4 of 6, picked in 5 of 6 · 4.8 stars on Google from 4539 reviews
“It has a Davison location, dedicated furnace repair and replacement information, and states it serves all furnace brands and models.”
What would change it
Where the assistant found the answer on another site and not on this one.
Holland states it services all furnace brands and models; DallAire’s market-reviewed pages did not state equivalent all-brand furnace coverage.
https://hollandheating.com/products-services/furnace-repair-replacement/DallAire’s heating service page links to an online scheduling flow, but the link returned a 404 when opened; this prevented confirming a working furnace-specific booking path.
https://hollandheating.com/products-services/furnace-repair-replacement/
Pages the assistant read
What it opened on this company's own site before answering.
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