AI Skipped 3 in 4 Top HVAC Companies on Google Maps

Homeowners now ask ChatGPT and Gemini who the best HVAC company is near them. We checked if they name the HVAC companies on Google Maps. Those companies sit at the top. This is an HVAC marketing question. It is about who gets the call and the job.

In our Oct 2026 test of 12 AI answers per city and trade, AI skipped 3 in 4. That is 75%. A skipped company can miss the job. The homeowner may never see that name. They may call a company that was named instead.

What we tested

We looked at 11 big US cities. In each city we saved the Google Maps top 10 HVAC companies. That is 110 companies.

We sent 6 questions to ChatGPT in each city. We sent 6 questions to Gemini in each city. That is 12 answers per city. The test ran on Oct 21, 2026.

Skipped means one thing. The company was in the Maps top 10. None of the 12 answers said its name.

We used the same check in every city. We did not pick favorite companies. This page does not name any company.

The results

Here is the main count again. 75% were never named. That is 83 of 110. It is the same 3 in 4. In our Oct 2026 test of 12 AI answers per city and trade, most of the Maps top 10 were left out.

ChatGPT alone skipped 82%. Gemini alone skipped 83%. The two tools were close. Only 12 of 110 companies were named by both ChatGPT and Gemini.

A top spot on the map did not protect a company. The number 1 HVAC company on Google Maps was skipped in 9 of 11 cities. That is 82%. The company at the top of the map was still easy to miss.

The Maps top 3 were skipped 67% of the time. That group has 33 companies. Companies near the top of the map were still left out often. A homeowner who asks an AI tool may never hear those names.

Strong companies were skipped too. Strong means 4.5 stars or better and 100 or more reviews. 57% of them were skipped. That group has 37 companies. Good stars and a long review list were not enough to get named.

A high Maps rank is not the same as a name in the answer. A person who asks ChatGPT or Gemini may never hear that name. That can mean a lost call. It can mean a lost job.

HVAC was the most skipped of the 8 trades we tested. The other trades were high too.

Injury law was 73%. Plumbing was 73%. Electrical was 70%. Pest control was 70%. Med spa was 68%. Dental was 66%. Roofing was 66%. All trades combined were 70%.

You can read the full test in 7 in 10 top Google Maps businesses are never named by ChatGPT or Gemini.

City by city

Each city here is the Maps top 10 for HVAC. The bars and the table use the same numbers. They show the share that was skipped. These numbers are from the same Oct 2026 test of 12 AI answers per city and trade.

Phoenix, AZ was the highest, at 100%. Every top HVAC company there was skipped. Dallas, TX was next, at 90%.

Atlanta, GA was 80%. Baltimore, MD was 80%. Houston, TX was 80%.

Denver, CO was 70%. Fort Worth, TX was 70%. Los Angeles, CA was 70%. Seattle, WA was 70%.

Chicago, IL was the lowest, along with San Diego, CA. Both were 60%. That is still most of the list. No city in this test was under 60%.

A top Maps spot still left companies out in these cities. The skip rate was high in every city we checked.

Why some companies get named

Review count lined up with who got named. Star rating did not. That matters if you want the call.

Companies with under 100 reviews were skipped 85% of the time. That group has 62 companies. This was the highest skip rate of these groups.

Companies with 100 to 499 reviews were skipped 62% of the time. That group has 29 companies. More reviews helped. Many were still skipped.

Companies with 500 or more reviews were skipped 44% of the time. That group has 9 companies. This was the lowest skip rate. Many of these companies were still left out.

The middle review count for named companies was 207. The middle review count for skipped companies was 31. Named companies had far more reviews.

The middle star rating was about the same. Named companies were at 5.0. Skipped companies were at 4.9. Star rating alone did not decide who got named.

So the stars looked alike. The review counts did not. A company with few reviews was much more likely to be skipped. A company with many reviews still had a real chance of being skipped.

HVAC marketing steps you can take

You want more calls. You want more jobs. A Maps rank alone did not bring the AI name in this test. HVAC marketing can still be plain work you control.

No one can force ChatGPT or Gemini to name your company. No one can promise you will be first. No one can promise the phone will ring. The steps below may help. They are not a promise.

Keep your Google Business Profile complete and active. Add your hours. Add your phone. Add your services. Add photos. An empty profile gives a tool little to say.

Get more reviews from real customers. Named companies had far more reviews than skipped ones. Ask each customer. Do not buy reviews. Do not write fake ones.

Make your name, address, and phone the same everywhere online. When those facts do not match, a tool may leave you out.

Have a clear page on your site for each main service. Have a clear page for each city you serve. Say what you do in plain words. Say where you do it.

Get listed on well-known sites people trust. A local news list, a trade group, or a big directory can be a start. Use the same name and the same phone on each one.

Then check your own company. One answer is not enough. Ask ChatGPT and Gemini more than once. Count how often your name shows up.

How sure are we

Names were matched automatically, and some get missed. A looser match puts the HVAC skip rate at about 6 in 10. That is 59%. So the true number is likely between 59% and 75%.

This was one day. It was one run. AI answers change a lot from day to day. Ask again later and the names can change.

Only 10 companies were checked in each city. One city's number can swing 10 to 20 points. The total of 110 companies is steadier. Trust the wide count more than one city.

Questions were asked from a US-wide setting. The city and the state were in the question. We did not stand inside each city and ask.

We do not turn this count into a rank. The honest range is 59% to 75%. That is not a promise.

You can run the free check to see if ChatGPT and Gemini name your business.