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 North Olmsted, Ohio?”
“It serves North Olmsted and reports often providing same-day repair subject to capacity, but the service page does not promise an appointment within a particular week.”
Passed
“Who is the best heating and air company in North Olmsted, Ohio?”
“It serves North Olmsted, advertises rapid-response repairs and a large Google review base, but is a broader HVAC, plumbing, and electrical home-services provider rather than a North Olmsted-based HVAC specialist.”
Passed
“I need a new furnace or heat pump installed in North Olmsted, Ohio. Who should I get quotes from, and roughly what will it cost?”
“It offers furnace installation and online estimates, but its broad multi-trade service footprint made the local HVAC-focused options a better first quote list.”
Passed
“My AC isn't working, can someone come out today? I'm in North Olmsted, Ohio.”
“It serves North Olmsted and promotes rapid-response repairs, but does not state a firm same-day AC arrival promise on the city page.”
Passed
“I want my furnace serviced before winter in North Olmsted, Ohio. Who can I book online?”
“It provides maintenance plans and appointment scheduling, but the city page does not explain a dedicated furnace tune-up booking flow.”
Passed
“Which heating company in North Olmsted, Ohio has upfront pricing, so I know the cost before they come?”
“It promises a no-surprise price after quoting repair work, but its site does not make the same explicit upfront flat-pricing claim as the leading choices.”
Who it picked instead
The company the assistant picked most often in North Olmsted.
LK Heating & Cooling
Picked first in 3 of 6, picked in 6 of 6 · 4.9 stars on Google from 479 reviews
“LK Heating & Cooling says it has served Northeast Ohio since 1973 and is headquartered in North Olmsted. The company describes straightforward pricing, licensed technicians, and furnace repair and installation. Trane lists LK Heating & Cooling as a Comfort Specialist with a 4.9 rating from 479 Google reviews and 24/7 emergency service. LK Heating & Cooling's home page lists upfront pricing and says it provides furnace, AC, and heat pump services.”
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