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 · Hudson, MA · one AI assistant's answers, September 2026

How AI assistants rate Acton Refrigeration in Hudson, MA

Considered and passed in 4 of 6 questions.

Passedactonrefrigeration.com

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 Hudson, Massachusetts?”

    “It serves Hudson and advertises 24/7 emergency service, but its Hudson page gives less specific furnace-repair evidence than Chaves.”
  • Passed

    “Who is the best heating and air company in Hudson, Massachusetts?”

    “It serves Hudson and offers emergency service, though its base is in Littleton and the available Hudson details are less extensive.”
  • Passed

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

    “It serves Hudson with heating and cooling installation, but the reviewed Hudson page does not describe pricing or quoting details as specifically.”
  • Passed

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

    “It offers 24/7 emergency service in its Hudson service area, but the information reviewed was less specific about same-day AC response.”

Who it picked instead

The company the assistant picked most often in Hudson.

Chaves Heating & Air Conditioning

Picked first in 6 of 6, picked in 6 of 6 · 4.9 stars on Google from 1221 reviews

“Offers prompt 24/7 emergency repair services for Hudson-area residential customers. A Hudson furnace-repair review reports that the company came out the day the customer called. Says it provides transparent pricing and quotes. Offers a 10-year workmanship warranty on replacements and new installations. Has an online service-request form and furnace maintenance membership.”

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