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HVAC city tests · Lima, OH · one AI assistant's answers, October 2026

How AI assistants rate Brown's Heating, Cooling, Plumbing & Electrical in Lima, OH

Not picked in 6 questions; considered and passed in all 6, while Quality Mechanical Services was picked 6 times and first 6 times.

Pickedbrownsinc.net

What the assistant said

Its own sentence for each question, verbatim.

  • Picked #3

    “Which heating company in Lima, Ohio has upfront pricing, so I know the cost before they come?”

    “It advertises fair, honest pricing and easy-to-understand proposals.”
  • Passed

    “My furnace won't turn on. Who can fix it this week in Lima, Ohio?”

    “It offers 24-hour emergency service, but says to call for current rates and does not advertise same-day availability.”
  • Passed

    “Who is the best heating and air company in Lima, Ohio?”

    “It offers HVAC alongside other trades and emergency service, but its pages provide fewer details about furnace-specific response and booking.”
  • Passed

    “I need a new furnace or heat pump installed in Lima, Ohio. Who should I get quotes from, and roughly what will it cost?”

    “It lists furnaces and heat pumps and says it provides proposals, but its pages do not publish equipment-specific prices.”
  • Passed

    “My AC isn't working, can someone come out today? I'm in Lima, Ohio”

    “It offers 24-hour HVAC emergency service, but does not state same-day availability.”
  • Passed

    “I want my furnace serviced before winter in Lima, Ohio. Who can I book online?”

    “It offers furnace maintenance contracts, but says to schedule by phone or its contact request page.”

Who it picked instead

The company the assistant picked most often in Lima.

Quality Mechanical Services

Picked first in 6 of 6, picked in 6 of 6 · 4.3 stars on Google from 211 reviews

“It advertised same-day service, 24/7 emergency repairs, online scheduling, and knowing repair costs before work starts.”

What would change it

Where the assistant found the answer on another site and not on this one.

Pages the assistant read

What it opened on this company's own site before answering.

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