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AIMalaysiaResearch

Why does AI recommend some KL clinics for Thermage and HIFU and not others?

EasyFound · · 7 min read

TL;DR

Mostly, ChatGPT named the KL clinics it could read about. In our test, the clinics it named usually had their own website in its search results, and it repeated what those sites said: which devices they use and that their doctors hold an LCP. For Ultherapy it also pointed patients to the maker's provider list. Make your treatment pages state those facts plainly.

Mostly, ChatGPT named the KL clinics it could read about. In our test, the clinics it named for Thermage, HIFU and Ultherapy usually had their own website in its search results, and it repeated what those sites said: which devices they use, and that their doctors hold an LCP.

So when a patient says ChatGPT gave her other clinics for Thermage, the gap may be on your website, not in the treatment room. About two in three times ChatGPT named a KL clinic, that clinic's own site was among the pages its search had just returned (data, CSV).

Which KL clinics did AI recommend for Thermage and HIFU, and what did they have in common?

The KL clinics ChatGPT recommended for Thermage and HIFU mostly had their own website in its search results for that same answer.

How often ChatGPT named KL clinics for skin-tightening questions, and how often each clinic's own site was in its search results (EasyFound test, 20 answers, clinics anonymised; CSV)
Clinic Answers naming it (of 20) Its own site in ChatGPT's search results
Clinic A 13 12 of those 13
Five clinics named 3 to 5 times each 19 between them 18 of those 19
Clinic B 7 2 of those 7
Clinic C 5 1 of those 5

Two clinics were named mostly without their own site in the results, so a readable site isn't the only way in. Being found isn't enough either: most clinic pages in ChatGPT's search results belonged to clinics it didn't name in that answer. Our data shows what goes together, not what causes what.

ChatGPT described the KL clinics it recommended using what their own sites said: the devices they listed and their doctors' credentials. A typical line: "Its site states that treatments are doctor-led and its doctors are LCP-certified."

  • The doctors' LCP. In 13 of the 20 answers, ChatGPT said a named clinic or its doctors held an LCP, as the clinic's site or a listing stated. It didn't say it had checked.
  • The exact device. It named the device a clinic's site listed, such as Thermage FLX or Ultherapy Prime. One answer told the patient: "I'd specifically ask about genuine Ultherapy rather than an unspecified ‘HIFU’ machine."
  • The registry. It linked the Ministry of Health's national registry of doctors in aesthetic medical practice in 13 answers.

The LCP matters because MOH requires it. Doctors doing aesthetic procedures "mestilah Pengamal Perubatan berdaftar yang mempunyai Letter Of Credentialing and Privileging (LCP)", meaning they must be registered doctors holding an LCP (MOH, Amalan Perubatan Estetik).

Asked our headline question, ChatGPT answered once without searching and guessed the same thing: "A clinic that clearly states it provides Thermage FLX or a particular HIFU system may be selected over one whose website simply says ‘skin tightening.’" We haven't tested that.

Why did ChatGPT send KL Ultherapy patients to the device maker's provider list?

ChatGPT pointed KL Ultherapy patients to the maker's certified-provider list as the place to find a genuine device. Both answers to "Where to do Ultherapy in Kuala Lumpur" linked that list. One named clinics from it and told the patient to "verify the clinic against the official directory and ask to see its Certificate of Authenticity before treatment."

  • Genuine-device checks. Five of the six answers to questions naming Thermage, Ultherapy or HIFU told the patient to confirm the device was genuine.
  • What it linked. Both Ultherapy answers linked a newspaper article about a counterfeit device seized from a KL clinic. It was sponsored-section content drawing on the maker's account.
  • Thermage FLX. Both Thermage FLX answers linked the maker's or the brand's homepage, not a list of clinics.

We can't say whether being on a maker's list led to a clinic being named.

Does AI recommend the same KL clinics for Thermage and HIFU every time?

ChatGPT didn't recommend the same KL clinics for Thermage and HIFU every time: asked the same question twice, it gave an identical list for only one of the ten questions. In all, it named 28 different providers. Sixteen of them came up just once. We explain why in why ChatGPT gives a different answer every time; for a clinic, it means one check on your own phone tells you little.

What can't our ChatGPT test tell a KL clinic about Thermage and HIFU?

  • Why it chose. We saw what ChatGPT read, linked and named, not its reasons.
  • Everyday answers. We made it search every time. In normal use it sometimes answers from memory.
  • Other AI tools. This is ChatGPT through OpenAI's API on one morning. The ChatGPT app and other AI tools may answer differently.

ChatGPT repeats what clinic pages state plainly, so the opening is a page that states yours. Keep it within the Medicine Advertisements Board's rule that website information be "informative and simple, without laudatory remarks" (MAB guidelines, §6.8). Our aesthetic clinic guide sets out the rules in full. This isn't legal advice; confirm with the MAB which pages need its approval.

  1. See what ChatGPT says about your clinic. Patients ask things like "I want Thermage for my jawline but I'm scared of fake machines. Which clinic in KL should I go to?" Request EasyFound's free check to see the answers, then go through them with us on a free call.
  2. Give each treatment its own page. Name the exact device and say that a doctor performs it. The MAB requires advertisements to be "factually accurate and capable of being substantiated" (§2.2).
  3. List each doctor's name, qualifications and LCP status plainly. The MAB lets a clinic list a doctor's name, qualification and specialty "for information purposes", but not promote a doctor's skills (§4.2). Confirm the LCP wording with the MAB.
  4. Check every provider list that names you, such as a device maker's locator: name, address and treatments.
  5. Leave out before-and-after photos, treatment testimonials and comparisons with other clinics. The rules restrict all three.

EasyFound is an AI SEO service for Malaysian businesses. We put patients' treatment questions to six AI tools (ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews and Google AI Mode) in English, Malay and Chinese, and show you where your clinic is missing.

Does ChatGPT name your clinic for Thermage or HIFU?

See what ChatGPT tells patients who ask about the treatments you offer, then go through it with us on a free call.

Frequently asked questions

Does ChatGPT check whether a KL aesthetic doctor holds an LCP?

Our test can't show whether ChatGPT checks, but it often told patients to. EasyFound asked ChatGPT 20 times about skin-tightening clinics in Kuala Lumpur on 29 September 2026, with web search required. 15 of its 20 answers mentioned the LCP. In 13 answers it linked the Ministry of Health's national registry of doctors in aesthetic medical practice. In 13 answers it said a named clinic or its doctors held an LCP, as that clinic's own site or a directory listing stated; we coded this by reading each answer.

Does ChatGPT send patients to the Ultherapy or Thermage maker's website?

Sometimes, in EasyFound's Kuala Lumpur test of 20 ChatGPT answers (29 September 2026, web search required). Both answers to 'Where to do Ultherapy in Kuala Lumpur' linked the maker's certified-provider list, and one told the patient to check the clinic against it. Both answers about Thermage FLX linked the maker's or the brand's homepage instead, not a list of clinics. Overall, device makers' pages were linked in 6 of the 20 answers.

Do Reddit reviews help a KL aesthetic clinic get recommended by ChatGPT?

We can't say they do. In EasyFound's test of 20 ChatGPT answers about skin tightening in Kuala Lumpur (29 September 2026), Reddit threads were in ChatGPT's search results for 19 answers, but it linked none of them. In 16 answers those results included Korea-focused beauty communities, yet none of the 20 answers mentioned Korea.

Sources

Our data: EasyFound, ChatGPT answers about aesthetic and skin clinics in Malaysia, September 2026. This article uses the 20 Kuala Lumpur answers: 10 patient questions about non-invasive skin tightening, Pico laser and skin boosters, each asked twice on 29 September 2026 through OpenAI's Responses API (model chat-latest), not the ChatGPT app. Web search was required on every call, no location was set and there was no chat history. The system prompt asked ChatGPT to answer "the way ChatGPT would answer a consumer in Malaysia" and to list the providers it named. We merged branches and spelling variants of one business; without that merge, the count of different providers is 31. "In search results" means the pages ChatGPT's search returned to it; "linked" means links in the answer text; each site counts once per answer. MOH means any moh.gov.my site except public-hospital pages. The six device-named questions are the two Thermage FLX, two Ultherapy and two HIFU-vs-Thermage answers. Reddit communities were grouped by the country each is about.

We coded three things by reading every answer: whether it said a named clinic or its doctors held an LCP, whether it told the patient to check the device was genuine, and whether it mentioned the counterfeit case. These codes are in the per-answer CSV as 0/1 columns: lcp_claimed, device_check_advised and counterfeit_mentioned, plus lcp_mentioned for any mention of the LCP. The headline-question quote comes from a separate run on 29 September 2026 with web search available but not required and the location set to Malaysia; it didn't search. The test questions were short keyword phrases, such as "Where to get Thermage FLX in KL".

Download the per-answer data (CSV) or the sources per niche (CSV). We don't name the clinics, because one test isn't a ranking.

Other sources (read 30 September 2026):

  1. Medicine Advertisements Board, Ministry of Health Malaysia, Advertising Guidelines for Healthcare Facilities and Services, Amendment MAB 1/2026 (link)
  2. Medical Practice Division, Ministry of Health Malaysia, Amalan Perubatan Estetik (link)

The data is shared under CC BY 4.0: you're free to reuse it, with credit to EasyFound.

ChatGPT changes often; treat these figures as a dated measurement.

Research by Janice Pang, EasyFound.