
For most of 2026, advertising inside ChatGPT was something Malaysian marketers only read about in US news. That changed in September, when OpenAI added Malaysia to its rollout. So the question is no longer “when will it come?” It is “what should we get ready before we spend?”
This guide covers how the ads work, what is and isn’t available here today, what they cost, who should test first, and the setup work to finish now. At ZenWeb, a Google Partner agency working with 500+ Malaysian businesses, we judge every new channel on cost per real lead, not hype.
One note: this article is about paid placements. To get mentioned inside ChatGPT’s answers for free, read our guide on how to show up in ChatGPT answers. OpenAI’s own walkthrough of Ads Manager is below.
Source video: OpenAI on YouTube
Quick Answer: ChatGPT Ads are sponsored placements inside ChatGPT, clearly labelled and kept separate from the answer. Each ad has a title, description, image and landing page. OpenAI matches ads to the topic of the conversation, and it says ads never change what ChatGPT answers.
OpenAI set out the rules when it began testing ads in ChatGPT on 9 February 2026. The points that matter to advertisers:
The big difference from Google is how intent is read. On Google you bid on keywords. In ChatGPT, people describe a whole problem: budget, location, what they have already tried. OpenAI’s ad creation guide says relevance comes from conversational intent, so clear, specific, benefit-led copy beats catchy slogans.
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Quick Answer: Yes. ChatGPT Ads started rolling out in Malaysia and six other Asian markets on 23 September 2026. OpenAI’s Ads Manager availability page lists Malaysia as available for self-service, provided the business that advertises and pays is legally based in Malaysia.
Malaysia arrived about seven months after the US test began:
| Date (2026) | Milestone | Markets |
|---|---|---|
| 9 February | Ads test begins | United States |
| 26 March | First pilots outside the US announced | Canada, Australia, New Zealand |
| 11 August | Launch confirmed in five more markets | UK, Mexico, Brazil, Japan, South Korea |
| 18–31 August | Largest expansion; self-serve opens there on 31 August | 31 European markets |
| 23 September | Southeast Asia and Taiwan added; 60+ countries in total | Malaysia, Indonesia, Philippines, Singapore, Thailand, Vietnam, Taiwan |
| October | Malaysia listed as “Available” for self-service | Malaysia |
Source: Compiled by ZenWeb from OpenAI’s announcements (February–September 2026) and the OpenAI Help Center availability page, checked October 2026.
OpenAI’s Southeast Asia announcement put the platform in more than 60 countries and named Shopee as a regional partner. Its Ads Manager availability page notes that the advertising, billed entity must be based in a listed country: for a local business, your SSM-registered company. Foreign brands face a similar entity question elsewhere, as our guide to Meta Ads for foreign advertisers in Malaysia explains.
Quick Answer: Malaysian advertisers can run self-serve campaigns billed per view, per click or optimised for conversions, target by country, region, city and device, and use custom audiences of 25,000+ matched users. You cannot target keywords, reach paid ChatGPT subscribers or see anyone’s conversations.
Ads Manager is still labelled beta, so features will change. The position as of October 2026, from OpenAI’s campaign setup guide and the pages above:
| Feature | Detail |
|---|---|
| Available now | |
| Self-serve Ads Manager | For businesses legally based in Malaysia |
| Ringgit billing | Minimum daily budget RM35 |
| Objectives | Views (CPM), Clicks (CPC), Conversions |
| Targeting | Country, plus regions, cities and postcodes where offered; Android, iOS and desktop |
| Measurement | OpenAI Pixel, Conversions API, UTM tags |
| Available with limits | |
| Custom audiences | Inclusion lists need 25,000+ matched users |
| Advertising abroad | Some new accounts start home-country only |
| Not available | |
| Keyword targeting | Context hints guide relevance, not exact matching |
| Paid-plan users | No ads on Plus, Pro, Business, Enterprise or Education |
| Conversation data | Aggregate results only |
Source: Compiled by ZenWeb from the OpenAI Help Center and OpenAI’s August 2026 Europe announcement, checked October 2026. Ads Manager is in beta.
Losing keyword control is the biggest adjustment. OpenAI’s ad group guide calls context hints phrases that describe what you offer and who it helps, with no guarantee of delivery for any conversation. Teams used to the precision in our list of Google Ads tools for Malaysian advertisers should expect less control and set budget caps to match.
Quick Answer: The official minimum daily budget is RM35, about RM1,050 a month. Prices are set by auction, and OpenAI publishes no Malaysian cost-per-click or cost-per-view rates. A useful first test is usually RM1,500–3,000 over 30 days, enough to collect a few hundred clicks.
The RM35 floor comes from the minimum spend table in OpenAI’s campaign guide. A daily budget is an average over a Sunday-to-Saturday week: one day can reach twice the figure, but the week never exceeds seven times it.
With no local rate card yet, the chart below is not a price list. It shows how many clicks a RM1,500 test buys at different cost-per-click levels, so you can read your own first week of data.
| Cost per Click | Clicks | Total |
|---|---|---|
| RM1.50 | 1,000 | |
| RM3.00 | 500 | |
| RM5.00 | 300 | |
| RM8.00 | 187 |
Source: Illustrative arithmetic by ZenWeb, 2026 (RM1,500 ÷ cost per click, rounded down). Not OpenAI rates; your real cost per click shows in Ads Manager once ads serve.
Decide what a lead is worth before launch. If your page converts 5% of visitors and a lead is worth RM100, a RM5 click is break-even. Also budget for landing page work, and check whether foreign ad platforms add Malaysian service tax to invoices, as our guide to digital service tax on foreign software explains.
Quick Answer: Businesses whose customers research and compare before buying, such as B2B services, software, courses, travel and home projects, are the best early fit. Impulse sellers, brands aimed at under-18s, sensitive categories and businesses without lead tracking should wait.
OpenAI’s European launch post pitches the channel at people “exploring, comparing, and making decisions”. That points to a clear split:
| Good early fit | Wait or skip for now |
|---|---|
| High-value services with a long research phase | Low-price impulse products |
| B2B software and professional services | Health, mental health or political topics (no ads shown) |
| Courses, travel and home projects planned in detail | Brands whose buyers are mostly under 18 |
| Teams already tracking leads by channel | Businesses with no conversion tracking yet |
The pool is large: DataReportal’s Digital 2026 Malaysia report counts 35.4 million internet users, 98.0% of the population, in October 2025. OpenAI does not say how many use ChatGPT’s free plans here, so let test data decide reach. Our ChatGPT usage statistics for Malaysia gather the best local figures.
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Quick Answer: Sign in to Ads Manager at ads.openai.com with a work email, complete billing and verification, then build a campaign, ad groups with context hints, and several ads. Ads go live only after OpenAI’s review, once account, billing and campaign settings are complete.
These steps follow OpenAI’s quickstart guide, with notes for Malaysian accounts:
Keep the account in the company’s name and invite your agency as a member. It is the same rule we apply on every platform, as our checklists on preparing to hire a Google Ads agency and Meta Ads agency onboarding explain.
Quick Answer: Before spending, make sure OpenAI’s bots can reach your landing pages, install conversion tracking, turn real customer questions into context hints, write several ad variations per offer, and keep building organic visibility in ChatGPT, because paid ads never influence the answers.
Most failed tests on a new channel fail on preparation, not the platform. Use this checklist:
That last point is why paid placements don’t replace search work. A brand that ranks well and is cited in AI answers gets two chances in the same chat. Our SEO services cover both classic rankings and AI visibility.
Quick Answer: Google Ads matches ads to search keywords, Meta Ads to interests and behaviour, and ChatGPT to the topic of a conversation. Google and Meta have years of Malaysian data and mature tools, while OpenAI’s platform is new and in beta. For now it adds to Google and Meta rather than replacing them.
| Factor | ChatGPT | Google Ads | Meta Ads |
|---|---|---|---|
| Matched to | Conversation topic | Search keywords | Interests and behaviour |
| Buying models | CPM, CPC, conversion-optimised | CPC, CPM, conversion bidding | Impressions with goal optimisation |
| Tracking | OpenAI Pixel, Conversions API | Google tag, GA4 | Meta Pixel, Conversions API |
| Keyword control | None (context hints only) | Full | Not keyword-based |
| Malaysian track record | Weeks (since September 2026) | Many years | Many years |
| Best role today | Test budget for research-heavy buyers | Capture ready-to-buy demand | Create demand and retarget |
Source: Compiled by ZenWeb from the OpenAI Help Center and announcements, plus ZenWeb’s Google Ads and Meta Ads campaign experience in Malaysia, 2026.
Our view: keep Google Ads and Meta Ads as the core, and fund ChatGPT from a 5–10% test pot, as we do with other new channels:
Quick Answer: Ads Manager reports impressions, clicks, spend, click-through rate, average cost per click and per 1,000 views, plus conversions once the OpenAI Pixel or Conversions API is set up. Judge the test on cost per qualified lead in your own CRM, against Google and Meta.
Know one reporting quirk first: OpenAI says clicks refresh about every 15 minutes, but spend can lag 7–8 hours. RM0 spend beside live clicks does not mean the ads are free. For a 30-day test, track four numbers:
Add UTM tags to every ad URL so GA4 separates paid clicks from organic AI referrals. Our guide to conversion tracking with GA4 and WhatsApp covers the lead setup, and our look at whether ChatGPT visitors actually convert gives a quality benchmark.
Quick Answer: ChatGPT Ads are open to Malaysian businesses from RM35 a day. The platform is new, keyword control is missing and local benchmarks don’t exist yet, so the smart move is a small, tracked test while competition is still thin.
Prepare first: crawlable landing pages, working tracking and copy built from customers’ real questions. Then run a 30-day test, judge it on cost per qualified lead, and keep proven channels funded while you learn. If you want one team to plan it alongside Google, Meta and SEO, our digital marketing services are built for exactly that.
Yes. OpenAI began rolling them out in Malaysia on 23 September 2026, and its Ads Manager availability page lists Malaysia as available for self-service. The business that advertises and pays must be legally based in Malaysia.
OpenAI lists a minimum daily budget of RM35 for ringgit-billed accounts, about RM1,050 a month. For readable results, most businesses should plan RM1,500–3,000 over 30 days.
No. OpenAI says ads do not influence ChatGPT’s answers; they are labelled as sponsored and shown separately. To appear inside answers, you need organic visibility through SEO and AI-search optimisation.
No. Ads are matched to the topic of the conversation. You add context hints to each ad group to describe your offer, but OpenAI says they are not exact-match keywords.
Cite this page: ZenWeb (2026). ChatGPT Ads: What Malaysian Advertisers Should Prepare For. https://zenweb.my/blog/chatgpt-ads/
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