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 · Merrillville, IN · one AI assistant's answers, September 2026

How AI assistants rate EcoEdge Systems Heating & Cooling in Merrillville, IN

Picked in all 6 questions and ranked second in each; Four Seasons Mechanical was picked 6 times and ranked first 5 times.

Pickedecoedgesystems.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 Merrillville, Indiana?”

    “Its Merrillville page lists 24/7 emergency service and says it handles HVAC repair and maintenance.”
  • Picked #2

    “Who is the best heating and air company in Merrillville, Indiana?”

    “Its Merrillville page describes a family-owned local HVAC business founded in 2013 with emergency service and free estimates within 24 hours.”
  • Picked #3

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

    “It offers new heating-system installation, estimates, and warranties in Merrillville.”
  • Picked #2

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

    “Its Merrillville service page lists 24/7 emergency service for HVAC calls.”
  • Picked #3

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

    “It offers seasonal tune-ups and lets Merrillville customers request a service appointment online.”
  • Passed

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

    “It promises clear pricing and explanations, but does not publish a service-call or installation price on the Merrillville page.”

Who it picked instead

The company the assistant picked most often in Merrillville.

Four Seasons Mechanical, Inc.

Picked first in 5 of 6, picked in 5 of 6 · 4.9 stars on Google from 122 reviews

“Its site shows Merrillville service, 24-hour emergency support, online appointment requests, and customer accounts describing fast visits and next-day furnace replacement.”

What would change it

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

  • Four Seasons publishes customer accounts describing a technician arriving within 30 minutes and next-day furnace replacement; the EcoEdge pages read did not show comparable response-time examples.

    https://fourseasonsmechanical.com/about/
  • Four Seasons offers an online appointment request with a preferred time slot; EcoEdge's contact page offers a message form and says staff will get back in touch, without a live appointment calendar.

    https://fourseasonsmechanical.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