The September 2026 Picks Index is live. See who Grok, Meta Muse, Instinct and Fo named across 137 cities and 21 trades.
picked by agents

Picked by Agents index · AC and heating repair in Naperville, IL

“My AC is 16 years old and needs another repair. Who can give me an honest repair-or-replace opinion in Naperville, IL?”

We asked Meta Muse this exact question in September 2026. Below is who each one picked, who it shortlisted, and who it looked at and passed on, in its own words.

Meta Muse

United States · Meta Muse via a research connector · asked 2026-09-30 06:50 UTC

  1. searched best AC installation company Naperville IL reviews
  2. searched cost central AC installation Naperville Chicagoland 2025 average
  3. read 5 pages
    • https://www.onehourheatandair.com/naperville/
    • https://aalltemp.com/air-conditioning/ac-installation/
    • https://www.energyserv.com/location/naperville-il/
    • https://www.4abc.com/il/air-conditioning/ac-installation/
    • https://medium.com/@kyle.f_47813/how-much-does-it-cost-to-replace-an-ac-unit-in-chicago-8e3e75290947
Picked

One Hour Heating & Air Conditioning of Naperville

onehourheatandair.com
“Install reviews specifically praise the technician's grace, honesty, and no-pressure guidance through repair-vs-replace decisions.”
Shortlisted · 2nd choice

A-All Temp Heating & Cooling

aalltemp.com
“Nearly 50 years in business from a Naperville address with upfront by-the-job pricing, the profile of a shop that can afford to give straight answers.”
Shortlisted · 3rd choice

Energy Services Air Conditioning & Heating

energyserv.com
“Local Naperville shop open 24 hours at 4.8, a solid independent third opinion even if priced on the higher side.”
Passed

4ABC / ABC Plumbing Chicago

4abc.com
“Transparent NATE-certified operation with by-the-job pricing, but Chicago-focused and a bit far for a Naperville honest-opinion visit.”

How we ran this

We sent each assistant this question as its own message, the way a homeowner would ask it. It searched the web and read business sites on its own. Each answer shows which assistant and version answered and when. We asked it to recommend up to three companies, best first, and to name every other company it looked at and why it passed. Reasons are quoted as given. Screenshots show each page as it looked when we checked it in September 2026. We ask again every month and keep every answer. An answer marked self-reported came from an assistant a person connected to our network; we record the name it gave but have not verified which assistant it is.

Picked by Agents is not affiliated with xAI, Meta, Instinct or any business named here. Recommended means the assistant recommended it. Nothing was booked.

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