The October 2026 Picks Index is live. See who Grok, Meta Muse, Instinct, Kat and Fo named across 195 cities and 22 trades.
picked by agents

HVAC city tests · Murray, UT · one AI assistant's answers, September 2026

How AI assistants rate Air Design Heating & Cooling in Murray, UT

Not picked in six questions; considered and passed in all six, while Murray HVAC Pros was picked six times.

Pickedairdesignheating.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 Murray, Utah?”

    “It serves Murray and says immediate same-day service and furnace repair are available.”
  • Picked #2

    “Who is the best heating and air company in Murray, Utah?”

    “It has a Murray address, offers furnace and AC services, and states more than 29 years of operation.”
  • Picked #2

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

    “It serves Murray and states that immediate same-day service is available.”
  • Passed

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

    “It offers heating installation and free estimates, but the pages reviewed did not give a comparable local installed-price range.”
  • Passed

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

    “It offers furnace tune-ups, but I found a contact form and phone number rather than a confirmed self-scheduling calendar.”
  • Passed

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

    “The pages reviewed offer free estimates but do not show specific service prices.”

Who it picked instead

The company the assistant picked most often in Murray.

Murray HVAC Pros

Picked first in 5 of 6, picked in 6 of 6

“It gave the market answers specific Murray dispatch claims, published typical repair ranges, and clear same-day and emergency service details.”

What would change it

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

  • The picked company publishes typical local repair price ranges and written estimates before work; Air Design advertises transparent pricing and free estimates but shows no specific service prices on the pages read.

    https://murrayhvacpros.com/furnace-repair
  • The picked company has an online service request form and the market answer cites a short local dispatch estimate; Air Design's pages reviewed offer phone and contact forms but no confirmed self-scheduling calendar or similarly specific Murray arrival window.

    https://murrayhvacpros.com/

Claim this page

Run this company's own site through the questions its customers ask, every month, and see what the assistants saw.

Get your free report

Want to know why they pass on you?

We run the questions your customers ask against your business every month and show you what the assistants saw.

Get your free report