How AI assistants rate Lake Michigan Heating, Cooling and Plumbing in Grand Rapids, MI

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 Grand Rapids, Michigan?”
“It offers same-day heating service when scheduling allows, but its listed office hours are weekdays and it gives less detail on booking and pricing.”
Passed
“My AC isn't working, can someone come out today? I'm in Grand Rapids, Michigan.”
“It advertises same-day service when scheduling allows, but the page reviewed focuses on heating and lists weekday office hours.”
Passed
“Which heating company in Grand Rapids, Michigan has upfront pricing, so I know the cost before they come?”
“It describes an approval step before repairs, but I did not find published diagnostic pricing on the page reviewed.”

The company the assistant picked most often in Grand Rapids.

Picked first in 5 of 6, picked in 6 of 6 · 4.9 stars on Google from 1300 reviews

“The market brief says it offers same-day or next-day furnace repair, online booking, 24/7 emergency service, and upfront pricing.”

Where the assistant found the answer on another site and not on this one.

Pro-Tech specifies same-day or next-day furnace repair in most cases and offers online booking; the market review found less scheduling detail on Lake Michigan's pages.
https://protechgr.com/heating/furnace-repair
Pro-Tech advertises 24/7 emergency service; the market review found weekday office hours for Lake Michigan.
https://protechgr.com/
Pro-Tech says it provides upfront pricing; the market review found no published diagnostic fee on Lake Michigan's reviewed pages.
https://protechgr.com/

What it opened on this company's own site before answering.

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