What the assistant said
Its own sentence for each question, verbatim.
Picked #2
“Who is the best heating and air company in Brunswick, Ohio?”
“It is located in Brunswick and describes residential heating and cooling service with online booking and 24/7 phone service.”
Picked #2
“I need a new furnace or heat pump installed in Brunswick, Ohio. Who should I get quotes from, and roughly what will it cost?”
“Its FAQ confirms free estimates for system replacements and new installations in its Brunswick service area.”
Picked #2
“My AC isn't working, can someone come out today? I'm in Brunswick, Ohio”
“It advertises 24/7 HVAC service and says it will try to dispatch quickly for urgent issues.”
Passed
“My furnace won't turn on. Who can fix it this week in Brunswick, Ohio?”
“It is based in Brunswick and offers furnace repair and 24/7 service, but its FAQ says urgent dispatch depends on availability.”
Passed
“I want my furnace serviced before winter in Brunswick, Ohio. Who can I book online?”
“It has online booking, but the reviewed pages do not provide the same explicit pre-winter furnace tune-up detail as the other picks.”
Passed
“Which heating company in Brunswick, Ohio has upfront pricing, so I know the cost before they come?”
“The pages reviewed do not state that prices are provided before a service visit.”
Who it picked instead
The company the assistant picked most often in Brunswick.
Heart of Ohio HVAC, Plumbing & Electrical
Picked first in 3 of 6, picked in 5 of 6 · 4.8 stars on Google from 707 reviews
“Its furnace page specifically lists Brunswick service, 24/7 availability, flat-rate pricing, and free installation estimates.”
What would change it
Where the assistant found the answer on another site and not on this one.
The market answer cited Heart of Ohio’s 4.8 stars and 707 Google reviews as evidence when judging the best local company; On the Spot’s site pages read did not display its review count or rating.
https://www.clevelandakronpros.com/hvac/heart-of-ohio-hvac-plumbing-and-electric-brunswickThe market answer passed on On the Spot for upfront-pricing queries because the pages it reviewed did not explain whether a repair price is given before a service visit; the FAQ only promises transparent pricing for replacement estimates.
https://www.aireserv.com/locations/ohio/brunswick/furnace-repair/The market answer selected other companies for pre-winter furnace booking because their pages described tune-ups more explicitly; On the Spot’s FAQ does recommend fall heating tune-ups and online booking.
https://www.aireserv.com/locations/ohio/brunswick/furnace-repair/
Pages the assistant read
What it opened on this company's own site before answering.
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