Which skincare or supplement manufacturer does ChatGPT recommend to start my own brand?

In our Malaysian test, ChatGPT answered first-time founders with a shortlist of three to six local OEM factories, not one winner. It took those names mostly from the factories' own websites, and repeated each one's published minimum order. One factory, which has a separate page for each product it makes, was named in nearly every answer. ChatGPT also told founders to check the NPRA notification and the halal certificate themselves.

That matters on both sides. If you're starting a serum line or a collagen drink, ChatGPT's list depends on what factories publish. If you run an OEM factory, your own pages are what ChatGPT reads before it names you.

Which manufacturers did ChatGPT recommend to people starting their own skincare or supplement brand?

ChatGPT recommended Malaysian OEM and private-label factories, and matched them to the product. We asked 10 founder questions twice each, in English, Malay and Chinese, the way a first-time founder would type them.

Across all 20 answers, ChatGPT named 29 different factories. One factory, Factory A, was named in 18 of them, including every skincare answer. It was the only factory named for skincare, collagen drinks and coffee alike.

Our reading is that its website explains why. ChatGPT linked six different pages on Factory A's site: two on skincare, one each for serums, collagen drinks and instant coffee, plus its small-batch package. Each page covers one kind of product. The two answers to the general halal supplement question didn't name it.

Where does ChatGPT get its OEM manufacturer recommendations from?

ChatGPT got them mostly from the manufacturers' own websites, the same pattern we saw with freight forwarders.

• Comparison sites were linked in 8 answers, most of them about skincare. One was a recent guide to low-minimum-order factories, and ChatGPT repeated its shortlist.
• B2B marketplaces such as Alibaba were never linked, in any language. The only marketplace in the search results was a halal B2B site's company page, once, for coffee premix.
• Reddit was in the search results every time but never linked, as in our Reddit test.

What does ChatGPT tell founders about MOQ, halal and NPRA?

ChatGPT repeated the same few facts in nearly every answer:

1. Minimum order quantity (MOQ). 18 of 20 answers gave at least one factory's published minimum order. Where a site gave no number, ChatGPT said so and told the founder to ask.
2. Ready-made or custom formula. Most answers explained that the lowest minimums apply to a factory's existing formula, and that a custom formula needs a bigger first order.
3. NPRA notification. 11 of the 12 skincare answers said the product must be notified to NPRA before it's sold; the other listed NPRA help as a question to ask the factory. Four told founders to ask who would hold the notification.
4. GMP and halal certificates. ChatGPT usually wrote that a factory "states" or "advertises" a certificate, rather than confirming it. All 8 answers to halal questions told founders to confirm the certificate covers their own product. Most said plainly that a factory's halal certificate doesn't automatically cover a new private-label product.

Every answer also asked the founder's budget before narrowing the list. Flagging what it couldn't confirm is the same caution our electronics manufacturers test found when buyers named a certificate.

Does ChatGPT get the NPRA and halal rules right?

The regulatory points we checked matched the official sources. NPRA's cosmetic guideline says the notification holder "is responsible to notify the DPS prior to manufacture, sell, supply, import or possess any cosmetic product"¹.

That holder must be a locally incorporated company registered with the Companies Commission of Malaysia, and "may or may not be the product owner"¹. So a founder without an incorporated company can't hold it themselves, and should ask who will. (SSM registration matters in other ways too; here's what it does for ChatGPT.)

Collagen drinks can sit between food and supplements. NPRA and the Ministry of Health's food safety division classify such "food-drug interface" products through a joint committee, and NPRA offers a classification service². Some answers told founders to ask whether their drink needs NPRA registration. Treat ChatGPT's list as a starting point, and check certificates in the Halal Malaysia directory³ yourself.

Does ChatGPT recommend the same OEM factory every time, or in Malay and Chinese?

ChatGPT's list changed between runs for most questions, though Factory A kept its place. Only 4 of the 10 questions gave the same list twice.

Asking in Malay or Chinese didn't change the kind of factory named. ChatGPT searched the Chinese question in English, as in our Chinese-question test, and named Factory A in every Malay and Chinese answer.

What can't this test tell me about ChatGPT and OEM factories?

• Quality. ChatGPT repeated what factories say about themselves; we didn't audit any factory, and neither did it.
• The ChatGPT app. We used OpenAI's API, which has no chat history; the app may differ.
• Enquiries. We counted names and links, not quotes requested or orders placed.

How does an OEM factory get ChatGPT to recommend it to new brand founders?

Publish the facts founders screen on, one product at a time.

1. Hear what ChatGPT tells founders first. EasyFound's free check asks the kind of question a founder types, such as "I want to launch my own skincare brand in Malaysia with a low MOQ. Which OEM factory can help me?", and we go through what it says about your factory on a free call.
2. Give each product type its own page: serums, collagen drinks, coffee premix. Name the formats you fill and your factory's town.
3. State your minimum order plainly, for ready-made and custom formulas separately.
4. Say what help you give with NPRA notification, and who holds it. Don't call a notified product "NPRA approved".
5. List each certificate with its scope, such as your JAKIM halal certificate and the products it covers.

Factories that want this done for them can use EasyFound's AI SEO service: we put founders' questions to six AI tools and rework the pages behind the answers. The free check below comes first.