Who AI assistants recommend for refrigerant leak repair

We asked ChatGPT, Claude and Google AI Mode for refrigerant leak repair recommendations 310 times. Here is what they needed to see on an HVAC company's page before naming it to find and fix a leak.

The short answer

Assistants first wanted proof that a company finds and fixes the leak rather than only adding refrigerant. Then they looked for how the leak is located, which refrigerant the company carries, the diagnostic fee, technician certification and a written estimate that lists each step.

  1. What people actually asked
  2. What your refrigerant leak repair page has to explain
  3. What the assistants looked for before recommending anyone
  4. Your refrigerant leak repair page checklist
  5. Questions owners ask
  6. How we got these numbers
  7. See it on your own website

What people actually asked

We asked for refrigerant leak repair in three different ways. Here is each one, word for word, with how many of the 310 answers it produced between September 4 and October 11, 2026:

  • “Who should I call for refrigerant leak repair in 33755?”104 answers
  • “I need refrigerant leak repair tomorrow morning — I'm in Palm Harbor, FL 34683. Who can actually come out?”103 answers, asked with five different timings: within the next few hours, first thing tomorrow, tomorrow morning, tonight and today
  • “Refrigerant leak repair near me — I'm in Pinellas Park, FL 33781. Who do you recommend?”103 answers

Together, the 310 answers covered eight towns in Pinellas County: Dunedin, Largo, Pinellas Park, Seminole, St. Petersburg, Tarpon Springs, Clearwater and Palm Harbor. Each town came up in 38 to 39 answers. By assistant: ChatGPT 120, Claude 118 and Google AI Mode 72.

Customers also call it “freon leak repair”, “AC recharge”, “refrigerant recharge” or “low refrigerant repair”, so use those words on the page as well.

The question underneath all of them

“Does the service find and address the leak or only add refrigerant?” Leak investigation, repair and any subsequent system work should be explained as separate steps.

What your refrigerant leak repair page has to explain

The warning that ran through these answers was simple: a recharge alone is not a repair. Assistants told customers again and again to ask for leak detection first, because topping off a system usually means the problem returns. Many company listings said AC repair but never mentioned leaks, so answers told customers to call and ask. A page that names leak repair as its own service settles that.

This job happens in steps, and customers were told to price each one. Finding the leak, repairing it, pulling a vacuum and recharging the system are separate pieces of work. Answers wanted them listed separately, with the diagnostic fee stated up front. The page should explain those steps and say where the homeowner is asked to approve more work.

Older systems added a second question. Answers told owners of older units to ask which refrigerant the system uses, since some types are phased out and costly. They also told customers to ask about the coil warranty and whether repair still makes sense. A page that explains how the company handles that repair-or-replace conversation gives the customer a reason to call.

What the assistants looked for before recommending anyone

We read all 310 answers to see what the assistants looked for before naming a company for refrigerant leak repair, what they told the customer to ask, and what they said they couldn’t find.

What the assistants told customers to ask

Most common first:

Does the company carry the refrigerant this system uses?

Answers often told customers to confirm which refrigerant their system uses and whether the company carries it. Older refrigerants were described as phased out and expensive, which changes the repair price. Some answers tied this to a repair-or-replace decision.

43% of the answers (134 of 310) brought this up.

Ask for the diagnostic fee, leak-search method, refrigerant type, and written price before authorizing work.

— ChatGPT, asked “I need refrigerant leak repair tomorrow morning — I'm in Palm Harbor, FL 34683. Who can actually come out?”, October 11, 2026

Does the company fix the leak or only top off the refrigerant?

This was the question assistants raised most. Answers warned that adding refrigerant without finding the leak is usually temporary. Customers were told to choose a company that commits to locating and repairing the leak.

42% of the answers (129 of 310) brought this up.

Ask whether they'll find the leak and fix it, not just recharge.

— Claude, asked “I need refrigerant leak repair within the next few hours — I'm in 34689. Who can actually come out?”, September 20, 2026

How does the technician find the leak?

Many answers told customers to ask how the leak will be found. They named electronic detection, dye and a nitrogen pressure test as the methods to listen for. A clear answer showed the customer the company does real diagnosis.

36% of the answers (111 of 310) brought this up.

Ask whether they find the leak first, using dye, electronic detection or a nitrogen pressure test, rather than only topping off refrigerant.

— Claude, asked “Who should I call for refrigerant leak repair in 33781?”, October 2, 2026

What does the diagnostic visit cost?

Assistants told customers to ask for the diagnostic fee before booking, and whether it includes the leak search. Some asked whether the fee is credited toward the repair. After-hours calls were noted as often costing more.

21% of the answers (66 of 310) brought this up.

Ask for the diagnostic fee and a price before they start work.

— Claude, asked “I need refrigerant leak repair within the next few hours — I'm in Pinellas Park, FL. Who can actually come out?”, September 20, 2026

Is the technician certified to handle refrigerant?

Many answers reminded customers that refrigerant work requires an EPA-certified technician. They told customers to ask for one by name when calling. This was separate from the state contractor license.

20% of the answers (61 of 310) brought this up.

Does the written estimate list each step?

Answers told customers to get a written estimate before any work starts. They wanted finding the leak, repairing it and recharging listed as separate lines. Some also asked whether refrigerant is billed by the amount used.

15% of the answers (46 of 310) brought this up.

Ask for a written estimate that separates finding the leak, repairing it and recharging the system.

— Claude, asked “Refrigerant leak repair near me — I'm in Dunedin, FL 34698. Who do you recommend?”, October 10, 2026

What the assistants couldn’t find

In 44 of the 310 answers, the assistant said it couldn’t find or confirm something it needed about a company. By assistant: Claude in 41 of its 118, ChatGPT in 3 of its 120 and Google AI Mode in 0 of its 72. As we asked it, Claude usually says what it couldn’t confirm; ChatGPT and Google AI Mode seldom do, so these counts mostly show what Claude couldn’t find. Most often:

  • A phone number or other way to reach the company: 27 answers
  • Reviews it could check: 10 answers
  • When the company could do the work: 10 answers
  • A price or how the job is priced: 6 answers
  • Whether the company serves the customer’s town or ZIP code: 6 answers
  • A license or insurance it could check: 4 answers

Assistants most often could not find a phone number, and many could not tell whether a company does leak repair at all. A page that names leak detection and repair, with a number to call, answers both.

None of the sources I found said specifically that they do refrigerant leak repair, so ask each one that before booking.

— Claude, asked “Who should I call for refrigerant leak repair in Dunedin, FL?”, October 9, 2026

Where the assistants sent people

Each answer linked to the pages the assistant relied on. Of the 238 ChatGPT and Claude answers about refrigerant leak repair, this is how many linked at least once to each kind of site:

  • A contractor’s own website: 99% (236 answers)
  • A directory or review site such as Yelp, Angi or the BBB: 22% (52 answers)
  • A manufacturer or home-improvement guide: 5% (13 answers)
  • An official license lookup: 3% (6 answers)
  • A Google search or Maps page: under 1% (1 answer)

A contractor’s own website was the page linked most often, so your site is usually what the customer is sent to read.

Google AI Mode works differently. In 85% of its 72 answers, the links opened Google’s own listing for a business rather than a website. There, your Google Business Profile is the page the customer sees, so it needs the same facts as your site.

The checks behind every recommendation, applied to refrigerant leak repair

Can the customer reach a person?

Phone numbers were what assistants most often could not find for this job. Several sent customers to a website or booking page instead.

27 of the 310 answers about refrigerant leak repair, 27 of them from Claude, said the assistant couldn’t confirm this. In our July–August study across eight trades, it cost a business its place in 147 of the 290 conversations where it came up.

Can you schedule the job when the customer needs it?

Customers often asked for someone today or tomorrow morning. Assistants could not see any company's schedule, so they told customers to call several and ask for an arrival time.

10 of the 310 answers about refrigerant leak repair, 9 of them from Claude, said the assistant couldn’t confirm this. In our July–August study across eight trades, it cost a business its place in 185 of the 657 conversations where it came up.

What do recent customers say?

Assistants often could not find reviews that mentioned leak repair specifically. Some noted reviews that described only a top-off and told customers to ask whether the leak was fixed.

10 of the 310 answers about refrigerant leak repair, 10 of them from Claude, said the assistant couldn’t confirm this. In our July–August study across eight trades, it cost a business its place in 139 of the 569 conversations where it came up.

Source: How we research what AI assistants recommend.

Your refrigerant leak repair page checklist

Work through this list on your refrigerant leak repair page. Each item answers something the assistants looked for above.

  1. Use “refrigerant leak repair”, “freon leak repair” or “AC recharge” in the page title, the main heading and the first paragraph.
  2. List the refrigerant types you service and explain how an older system's refrigerant affects the price.
  3. State plainly that the service finds and repairs the leak, and say what happens when a recharge alone is the only option.
  4. Describe the leak detection methods your technicians use and when each one is used.
  5. Publish the diagnostic fee, what it includes, and whether it is applied to the repair.
  6. Say that your technicians hold EPA refrigerant certification, alongside your state license.
  7. Show how your estimates separate leak detection, the repair and the recharge, and when the customer approves each one.
  8. Put a working phone number at the top of the leak repair page, with your hours.
  9. Say how soon a leak call can usually be scheduled, and whether evening or weekend visits are offered.
  10. Link to recent reviews and point to ones where the customer describes a leak that was found and repaired.

Going further: let assistants see real openings

For planned work like refrigerant leak repair, a useful opening says whether it is for an assessment or the job itself, and whether the customer’s address is covered.

Merchant Context builds custom integrations with scheduling software so customers and AI assistants can read your current availability. Where your system records the job type, service area, duration and crew capacity, the integration can show those details with each opening, so an assistant can match it to the request instead of guessing.

We scope each connection to the software and data you actually have. A displayed opening is not a confirmed booking: the customer still confirms through your normal booking process, and the information is only useful while it is fresh.

Source: Merchant Context: custom integrations in the AEO service · checked 2026-10-14.

Questions owners ask

Is an AC recharge the same as a refrigerant leak repair?

No. Assistants told customers that a recharge only adds refrigerant, while a repair finds and fixes the leak. Answers warned that recharging alone usually means the problem comes back. A page should say which one the service includes.

How do HVAC technicians find a refrigerant leak?

Answers named electronic leak detection, dye and a nitrogen pressure test as common methods. They told customers to ask which method the company uses before booking. A page should describe the methods its technicians use, not how to do them.

What should a refrigerant leak repair estimate include?

Assistants told customers to ask for leak detection, the repair, the vacuum and the recharge as separate lines, with a price in writing before work starts. Some also asked about a warranty on the repair. A page that shows this layout helps customers compare.

Which AI assistants did you test?

ChatGPT, Claude and Google AI Mode. Between September 4 and October 11, 2026, they answered 310 questions about refrigerant leak repair: ChatGPT 120, Claude 118, Google AI Mode 72.

Will these changes guarantee a recommendation?

No. Nobody can promise that. These changes supply what the assistants were looking for in our research. Whether they move recommendations for your business is something to measure after they go live.

How we got these numbers

The questions, counts and quotes on this page come from the 310 answers ChatGPT, Claude and Google AI Mode gave between September 4 and October 11, 2026. We asked for refrigerant leak repair in eight towns in Pinellas County, Florida. We collected them with software rather than the consumer apps, which can answer differently. We counted what each answer mentioned, what it said it couldn’t find and where it linked. Quotes never name a business.

The study figures come from an earlier set of assistant conversations in July and August 2026 across eight trades, coded for the reason each business was included or left out. Counts overlap and are never added together.

Read the full research method

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Source: Merchant Context: the current website offer · checked 2026-10-14.

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