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 Matthews, North Carolina?”
“Its Matthews page claims same-day service, but the site’s company and service information was less independently substantiated in the pages reviewed.”
Passed
“Who is the best heating and air company in Matthews, North Carolina?”
“It advertises many local services and guarantees, but the claims reviewed were primarily on location landing pages.”
Passed
“I need a new furnace or heat pump installed in Matthews, North Carolina. Who should I get quotes from, and roughly what will it cost?”
“It displays pricing claims on its Matthews page, but the available result did not establish a verifiable range for a furnace or heat-pump installation.”
Passed
“My AC isn't working, can someone come out today? I'm in Matthews, North Carolina.”
“It claims same-day AC service in Matthews, but the same-day and response-time claims appear on a local marketing page and were not corroborated by another source.”
Passed
“I want my furnace serviced before winter in Matthews, North Carolina. Who can I book online?”
“It offers tune-ups and service requests, but the reviewed pages did not establish a clear online booking flow.”
Passed
“Which heating company in Matthews, North Carolina has upfront pricing, so I know the cost before they come?”
“It advertises upfront pricing and displayed service pricing, but MTB and Air 72’s service pages more clearly explain how estimates are presented before work.”
Who it picked instead
The company the assistant picked most often in Matthews.
MTB Mechanical
Picked first in 4 of 6, picked in 6 of 6 · 4.8 stars on Google from 2084 reviews
“Repairs most furnaces in the same visit using parts carried on the truck and quotes the repair by the job before work begins. Offers emergency heating support, including weekends, holidays, and after-hours appointments. Describes upfront pricing with no hidden fees or surprises.”
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