AI Visibility Index
Newport Beach hvac companies
Newport Beach, CA · HVAC Companies

McMaster Heating & Air Conditioning

Most recommended HVAC company in Newport Beach. Named more often than anyone else here. There is a free badge for it.
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50%

Well represented in Newport Beach

Named in 8 of 16 answers from ChatGPT and Claude. In the other 8, a competitor was recommended.

Where your 8 of 16 came from

We asked 8 questions to ChatGPT and Claude, which is the 16 answers your score is out of. Here are the first 3.

“Who is the best HVAC company in Newport Beach, CA?”
Skipped by bothAbsolute Comfort Heating & Air Conditioning, Alicia Air Conditioning & Heating, Inc, Thomson Air Conditioning named instead
“Best air conditioning repair in Newport Beach, CA”
Named by both
“My AC stopped working in Newport Beach, CA. Who should I call?”
Skipped by bothPopsicle Air, True Home Heating & Air Conditioning, AC Cool named instead
5 more questions you were named on
The report shows exactly what each assistant said about you and which pages it read to say it, plus who is closest behind you and on which questions, so you can hold the position while the rest of the city catches on.

McMaster Heating & Air Conditioning leads Newport Beach

1
McMaster Heating & Air Conditioning
50%
2
J Martin Indoor Air Quality
31%
3
Absolute Comfort Heating & Air Conditioning
19%
4
Thomson Air Conditioning
19%
5
ABC Heating and Air Conditioning
19%

No other business here is named as often. An assistant names two to four businesses and stops. There is no second page.

Same questions, same assistants, same day, for every business here. Placement is not for sale. We also sell reports and paid work. You cannot buy a better score here, and we never edit one. You can earn a better one by changing what the assistants read, which is what the work is for. How we score · Correct or remove an entry

What that costs you in people

Looking for you locally
100
Ask an AI assistant
45% of them
45
J Martin Indoor Air Quality
named in 31% of answers
14
You
named in 50% of answers
22

Of every 100 people looking for a Newport Beach business like yours, about 45 ask an assistant first. You reach roughly 22 of them. J Martin Indoor Air Quality reaches 14.

At 70% visibility
+9
more of every 100 people who ask would be shown your name instead of a competitor
What that is worth
$4,500to$18,000
at a typical Newport Beach HVAC company case of $5,000 to $20,000

Two assumptions, both yours to change: that the plan gets you named in 70% of answers, and that you win 1 in 10 of the people who find you. What we measured is the 8 answers you are missing today.

McMaster Heating & Air Conditioning is missing 8 of 16 answers in Newport Beach.

Show me why
45%

of consumers used an AI assistant to find a local business in the past year.

BrightLocal Local Consumer Review Survey, 2026
64%

among 30 to 44 year olds, the age group most likely to use one.

BrightLocal Local Consumer Review Survey, 2026
49%

of US adults have used an AI chatbot, up from 33% two years ago.

Pew Research Center, February 2026, n=5,119 US adults
63%

of them trust what the assistant recommends for a local business.

BrightLocal Local Consumer Review Survey, 2026

What actually decides this

Assistants read a short list of pages, not the whole web

For each city it is a handful of directories, review sites and the leading businesses' own pages. We capture exactly which ones.

They have to be able to verify you

Names, addresses and services that disagree across those sources make a business risky to recommend, so it gets skipped.

Your site has to answer the actual question

"Best HVAC company in Newport Beach" is the question. Most sites never answer it in those words.

Keeping McMaster Heating & Air Conditioning at the top of Newport Beach

You are top of your market today. The report shows what is holding that position up, and where the businesses behind you are gaining.

Free, on this page

  • Your score, and who is ahead of you
  • The whole market ranked
  • 3 of the 8 questions, and who was named instead

The report · $147

  • All 8 questions, with what each assistant actually said in full
  • The handful of pages that decide these answers, and which of them you can get onto yourself
  • Every listing you can claim or add today for free, ranked by how much the assistants actually trust it
  • The local sites, roundups and forums that take submissions, with the message to send them written for you
  • The wording to add to your own pages, written out for you
Get the full report · $147

$147 while we onboard our first 20 practices, $297 after that. Card payment on the next screen, then the report lands in your inbox within 24 hours.

or Have us do the work instead
Do I need to be technical?

No. Most of the work is claiming listings and getting mentioned in the right places, which needs no technical skill at all. Anything that touches your website is written out word for word, so whoever built it can drop it in.

Is this a subscription?

No. The report is one payment. Monitoring afterwards is optional at $29 a month and you can cancel any month. The work is yours to keep either way: the listings you claim and the pages you publish stay yours. What assistants do with them can still change.

Do I have to get on a call?

No. You will not be called, and there is nothing to book. The report arrives by email and you can act on it yourself or hand it to whoever runs your marketing.

Can you guarantee I will be recommended?

No, and be careful with anyone who says otherwise. Nobody controls what an assistant says. We can tell you exactly why you are not being named today and what the businesses above you have that you do not.

See the full Newport Beach index