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 Carlisle, Pennsylvania?”
“It serves Carlisle and offers heating repair, but its site gives less specific furnace response and emergency information.”
Passed
“Who is the best heating and air company in Carlisle, Pennsylvania?”
“It is a local, family-operated HVAC provider, but its site provides less service detail than the companies ranked above.”
Passed
“I need a new furnace or heat pump installed in Carlisle, Pennsylvania. Who should I get quotes from, and roughly what will it cost?”
“It offers local HVAC installation, but the pages I reviewed did not give as much detail about furnace or heat-pump replacement.”
Passed
“My AC isn't working, can someone come out today? I'm in Carlisle, Pennsylvania.”
“It offers AC repair in Carlisle, but I found no same-day or 24/7 service claim on the pages reviewed.”
Passed
“I want my furnace serviced before winter in Carlisle, Pennsylvania. Who can I book online?”
“It offers maintenance service, but I could not verify a bookable online appointment flow.”
Passed
“Which heating company in Carlisle, Pennsylvania has upfront pricing, so I know the cost before they come?”
“It says its prices are competitive but does not state that estimates are provided before a visit or work.”
Who it picked instead
The company the assistant picked most often in Carlisle.
Lebo's Plumbing, Heating & Air Conditioning
Picked first in 6 of 6, picked in 6 of 6 · 4.8 stars on Google from 612 reviews
“Carlisle-area furnace, boiler, and heat-pump repair with 24/7 emergency assistance. Heating and AC repair estimates are explained upfront before work begins. Heating installation options include furnaces, boilers, heat pumps, and ductless systems, with a free estimate. The company states it has served Carlisle since 1960 and is continuously owned by the Lebo family. Lebo's was listed as a 2025 Best of Cumberland County winner by The Sentinel.”
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