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HVAC city tests · Casselberry, FL · one AI assistant's answers, September 2026

How AI assistants rate JD’s Heating & Air Conditioning in Casselberry, FL

JD's was picked in 5 of 6 answers and was not ranked first; Air Flow Designs was picked first in all 6.

Pickedjdsheatandair.com

What the assistant said

Its own sentence for each question, verbatim.

  • Picked #2

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

    “It serves Casselberry, repairs all makes and models, and says it responds quickly to emergency repairs.”
  • Picked #2

    “Who is the best heating and air company in Casselberry?”

    “It says it serves Casselberry, repairs all makes and models, and offers maintenance, repair, installation and financing.”
  • Picked #2

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

    “It offers HVAC equipment installation and financing for homeowners in the Casselberry area.”
  • Passed

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

    “It advertises a fast response to emergency repairs but does not say it can attend the same day or operate around the clock.”
  • Passed

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

    “It offers maintenance agreements, but I could not verify online booking on its site.”
  • Passed

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

    “It promotes value and financing but does not publish service prices or say estimates are given before a visit.”

Who it picked instead

The company the assistant picked most often in Casselberry.

Air Flow Designs

Picked first in 6 of 6, picked in 6 of 6

“It repeatedly shows Casselberry service, 24/7 emergency support, upfront pricing, online scheduling, and furnace repair and maintenance details.”

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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