What the assistant said
Its own sentence for each question, verbatim.
Picked #3
“I need a new furnace or heat pump installed in Lynn, Massachusetts. Who should I get quotes from, and roughly what will it cost?”
“Its Lynn heating page lists furnace installation, boiler replacement, and energy-efficient system upgrades.”
Picked #2
“Which heating company in Lynn, Massachusetts has upfront pricing, so I know the cost before they come?”
“Its homepage advertises competitive pricing and transparent estimates, without specifying fixed rates.”
Passed
“My furnace won't turn on. Who can fix it this week in Lynn, Massachusetts?”
“Its site lists furnace and boiler repairs and 24/7 emergency service but does not specify same-day furnace repair.”
Passed
“Who is the best heating and air company in Lynn, Massachusetts?”
“Its Lynn site supports furnace and boiler work and 24/7 emergencies, though it provides less detailed service, warranty, and online booking information than Waldman.”
Passed
“My AC isn't working, can someone come out today? I'm in Lynn, Massachusetts.”
“Its reviewed service pages focus on heating, plumbing, and water heaters rather than air conditioning.”
Passed
“I want my furnace serviced before winter in Lynn, Massachusetts. Who can I book online?”
“It lists boiler maintenance and furnace work but its contact path is a phone number and inquiry form rather than a stated online booking calendar.”
Who it picked instead
The company the assistant picked most often in Lynn.
Waldman Plumbing & Heating
Picked first in 5 of 6, picked in 5 of 6 · 4.8 stars on Google from 554 reviews
“Same-day and 24/7 emergency no-heat service for furnaces and boilers. Heating repair, replacement and maintenance for furnaces, boilers, heat pumps, and mini-splits; qualified customers can finance installations. Fourth-generation family company serving Lynn and the North Shore since 1920, with Mike and Jeff Waldman leading it. Annual furnace and boiler tune-ups, with booking available through a Request Booking link. Flat-rate pricing and an upfront estimate before work begins.”
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