How to Buy Ads on ChatGPT: A Simple Malaysian Guide

Key Takeaways

• Malaysian businesses can now buy ChatGPT Ads directly through OpenAI Ads Manager Beta.
• Campaigns can optimise for views, clicks or conversions, depending on what you want people to do.
• ChatGPT Ads use conversational context and intent, rather than relying solely on conventional keyword targeting.
• Advertisers control their budgets and bids, with CPM, CPC and conversion-optimised buying options available.
• Good measurement matters from day one, especially if you want to judge leads and sales rather than simply impressions or clicks.

You can buy ChatGPT Ads in Malaysia by creating an account in OpenAI Ads Manager, setting up your advertiser and billing information, creating a campaign, choosing your targeting options, adding relevant context hints, uploading your ad creative and submitting the campaign for review.

OpenAI began rolling out ChatGPT Ads in Malaysia on 23 September 2026, alongside Singapore, Indonesia, Thailand, Vietnam, the Philippines and Taiwan. Malaysia is now listed as available for self-service access to OpenAI Ads Manager for eligible Malaysian legal entities.

That means businesses no longer necessarily need to go through a large media agency just to test the channel.

If you have used Google Ads or Meta Ads before, some parts of the process will feel familiar. You still choose an objective, set budgets, create advertisements and monitor performance. The major difference is how relevance works.

ChatGPT conversations can contain detailed information about a user’s situation, needs and intent. Instead of entering something short like “accounting software Malaysia”, somebody might ask ChatGPT:

“What accounting software would work for a Malaysian retail company with 20 employees that also sells through Shopee?”

That conversational context creates a rather different advertising environment.

What Do You Need Before Buying ChatGPT Ads?

You do not need an enormous media budget or complicated advertising infrastructure to get started.

However, it helps to prepare a few things before opening Ads Manager.

OpenAI currently requires advertisers to configure their billing profile and payment method before campaigns can deliver. Self-service advertisers are generally billed on a postpay basis after advertising activity has occurred.

For businesses that want to measure leads or purchases, it is worth sorting out your analytics before launching rather than trying to fix everything afterwards.

Read More: Are ChatGPT Ads the Future of Online Advertising?

How Do You Set Up a ChatGPT Ads Account in Malaysia?

The first step is to create an advertiser account through OpenAI Ads Manager Beta.

OpenAI’s current setup process is fairly straightforward:

1. Visit OpenAI Ads Manager and sign in using an existing OpenAI account or create one using your work email.
2. Set up your advertiser details, including your brand and company information.
3. Add your brand logo in the account settings.
4. Complete account verification where required.
5. Create your billing profile and add a supported payment method.
6. Invite colleagues or agency partners if other people will help manage campaigns.

OpenAI currently provides both guided campaign creation and bulk campaign uploads. For most Malaysian SMEs testing ChatGPT Ads for the first time, the guided interface is probably the more sensible place to start.

Bulk uploads become more useful when you have dozens or hundreds of campaigns, ad groups or creative variations to manage.

Which ChatGPT Ads Objective Should You Choose?

Once your account is ready, the next decision is what you actually want the campaign to achieve.

ChatGPT Ads currently supports three main types of objectives.

Views

A Views campaign charges according to impressions, typically using CPM, or cost per 1,000 impressions.

This may make sense when your main priority is exposing more relevant people to your brand rather than immediately generating website visits.

Clicks

A Clicks campaign uses CPC, meaning you pay for valid clicks.

OpenAI currently recommends starting CPC campaigns with a maximum bid of approximately US3–5 per click, although actual costs and competitive bids will naturally vary by campaign and market.

For many Malaysian businesses testing the channel for the first time, a traffic-focused campaign can provide a relatively simple way to understand demand.

Conversions

Conversion campaigns are designed around outcomes such as purchases, sign-ups and lead submissions.

OpenAI currently supports conversion optimisation using click-based or impression-based billing. Conversion tracking must already be configured using supported measurement tools before you can properly optimise around these actions.

If your goal is “get more enquiries”, do not automatically choose awareness simply because it generates more impressions. Match the campaign objective to the business result you actually care about.

How Does Targeting Work With ChatGPT Ads?

This is where ChatGPT advertising becomes particularly interesting.

Traditional advertising platforms often revolve around keywords, interests or predefined audience categories.

ChatGPT Ads can use the context and intent of a conversation to help determine whether an advertisement may be relevant. Signals can also include your landing page, ad copy, targeting selections and advertiser-provided context hints.

Advertisers can add context hints at the ad-group level.

These are not ordinary exact-match keywords.

A generic hint such as:

“Accounting software”

does not provide much context.

Something more descriptive may be:

“Cloud accounting software for Malaysian SMEs that need invoicing, expense tracking and ecommerce reconciliation.”

The second version explains what the product does, who it is for and when it may be relevant.

OpenAI recommends writing context hints around three broad ideas: what the product offers, who it helps and when it is useful. Context hints influence relevance but do not guarantee that an advertisement appears for a particular conversation.

For Malaysian businesses, this means campaign planning should probably involve more than importing your Google Ads keyword list.

Think about the questions, problems and buying situations that normally appear before somebody becomes a customer.

How Should You Structure Your First ChatGPT Ads Campaign?

Every campaign is organised into three basic levels:

Campaign: Defines your business objective, budget, schedule and geographic targeting.

Ad group: Groups advertisements around a particular product, service, theme or customer need.

Ad: Contains the actual title, description, image and destination shown to users.

Suppose you run a corporate training company in Kuala Lumpur.

Instead of placing everything into one generic ad group, you could separate customer needs such as:

Each group could then use different context hints, landing pages and creative.

The idea is not to create hundreds of tiny segments immediately. It is to separate situations where the user’s need and your message are genuinely different.

Read More: Malaysian Businesses NEED ChatGPT Ads, Here’s Why

What Should a ChatGPT Ad Include?

A standard ChatGPT ad currently includes your advertiser name, favicon or logo, headline, description, landing page and image.

OpenAI recommends concise creative. Current guidance suggests roughly 16 to 24 characters for titles and 32 to 48 characters for ad copy, although maximum limits are higher. Images should be square PNG or JPG files, with dimensions no larger than 1,200 × 1,200 pixels in the bulk-upload workflow.

The bigger lesson, however, is not simply staying inside the character count.

Avoid advertisements that say very little.

Instead of:

“Malaysia’s Best Business Software”

you might test:

“Simplify SME Accounting”

with copy explaining the actual benefit or situation where the software helps.

OpenAI recommends clear, specific and benefit-focused messaging rather than vague marketing slogans. It also recommends creating multiple genuinely different creative variations rather than repeating essentially the same ad several times.

How Much Should Malaysian Businesses Spend on ChatGPT Ads?

There is no universal “correct” ChatGPT Ads budget.

Your starting budget should depend on your cost per click, conversion rate, customer value and how much data you need before making decisions.

OpenAI currently lets advertisers use either a daily budget or a campaign total budget.

One detail worth understanding is that a daily budget is an average rather than a strict same-day cap. OpenAI states that daily spend can reach up to twice the selected daily budget on an individual day, although spending should not exceed seven times that daily budget across the applicable seven-day period.

For example, if you set a US$100 average daily budget, do not assume the campaign can never spend more than US$100 on an individual day. It may spend up to US$200 on a single day, while media spend remains capped at US$700 over the applicable seven-day period.

That is important when planning cash flow.

Rather than immediately committing a huge budget, Malaysian businesses could begin with a controlled test across a small number of clearly separated use cases, then increase spending where performance justifies it.

How Do You Track ChatGPT Ads Performance?

Ads Manager currently reports metrics including:

Visibility: Impressions and average CPM.

Traffic: Clicks, click-through rate and average CPC.

Spend: Advertising expenditure across campaigns, ad groups and ads.

Outcomes: Conversions where conversion measurement has been configured.

You can also add UTM tracking parameters to your destination URLs, allowing ChatGPT Ads traffic to be separated inside analytics platforms such as Google Analytics.

OpenAI notes that impressions, clicks and CTR may refresh around every 15 minutes, while reported spend can be delayed by approximately seven to eight hours.

So do not panic if a campaign shows clicks but apparently no spend immediately afterwards. For businesses focused on enquiries or sales, CTR should not be your final measure of success.

A campaign with fewer clicks but stronger lead quality may be much more valuable than one producing cheap but irrelevant traffic.

What Should You Be Aware of Before Buying ChatGPT Ads?

ChatGPT Ads are new enough that businesses should treat them as an additional marketing channel rather than assuming they replace everything else.

ChatGPT Ads Are Still Evolving

Ads Manager remains a beta product. Features, formats, targeting options and measurement tools are continuing to develop.

That makes testing valuable, but it also means advertisers should expect the platform to change.

Context Hints Are Not Exact-Match Keywords

Adding a context hint does not guarantee that your advertisement appears whenever someone types those words.

They help ChatGPT understand situations where your offering might be useful. They are not equivalent to Google Ads keyword matching.

Your Landing Page Still Matters

Getting the click is only half the job.

If somebody asks ChatGPT about “accounting software for Malaysian retailers” and your advertisement sends them to a generic corporate homepage with no relevant information, conversion performance may suffer.

Use the most relevant product, service or campaign page available.

Ads Do Not Control ChatGPT’s Answers

Advertisers are buying a separate sponsored placement, not paying to change the answer ChatGPT gives.

OpenAI states that ads are clearly labelled and kept separate from its responses. Advertisers also do not receive users’ private ChatGPT conversations.

Not Every ChatGPT User Will See Ads

Ads currently appear to eligible users on ChatGPT’s Free and Go plans. Plus, Pro, Business, Enterprise and Edu users do not receive ads. Accounts identified as belonging to people under 18 are also excluded.

This means ChatGPT’s total user base should not be confused with its advertising reach.

What Is the Simplest Way to Start?

Keep your first campaign focused.

Choose one product or service. Identify two or three meaningful customer situations. Build separate ad groups around those situations, create several distinct advertisements and send users to relevant landing pages.

Then measure what happens.

ChatGPT Ads should not be treated as a magical traffic machine simply because AI is popular. Like any advertising platform, performance will still depend on your offer, targeting, creative, website experience and ability to convert interest into customers.

Should Malaysian Businesses Buy ChatGPT Ads Now?

Buying ChatGPT Ads has become much more accessible for Malaysian businesses. You can now create an Ads Manager account, choose between views, clicks and conversion-focused campaigns, define relevant conversational contexts, control spending and measure results through OpenAI’s advertising platform.

The bigger opportunity is not simply “advertising on AI”. It is reaching potential customers while they are actively explaining what they need, comparing options and narrowing down a decision.

And paid advertising does not have to work alone. Building your presence through Listing.my and a trusted Malaysia business listing can give potential customers another way to discover, verify and learn more about your business when they start researching their options.

Frequently Asked Questions About How To Buy Ads on ChatGPT

Can Malaysian Businesses Buy ChatGPT Ads?

Yes. Malaysia is currently listed as an available country for self-service OpenAI Ads Manager access. Eligible Malaysian businesses can create an advertiser account, configure billing and launch campaigns directly through Ads Manager.

How Much Do ChatGPT Ads Cost?

There is no single fixed price. Advertisers can buy impressions using CPM, valid clicks using CPC, or use conversion-optimised campaign options. OpenAI currently recommends a starting maximum CPC bid of approximately US3–5 for Clicks campaigns, but actual costs can vary.

Where Do ChatGPT Ads Appear?

ChatGPT Ads appear separately from ChatGPT’s normal response and are clearly identified as advertising. Ads may be selected using signals such as conversational context, user intent, advertiser creative, landing pages, targeting selections and context hints.

Can I Target Keywords With ChatGPT Ads?

Not in exactly the same way as traditional search advertising. Advertisers can provide context hints describing relevant products, customers and situations, but these are not exact-match keywords and do not guarantee placement for a particular query.

Can ChatGPT Ads Track Leads And Sales?

Yes. Advertisers can configure conversion measurement for supported events such as purchases, registrations and lead submissions. UTM parameters can also be added to landing-page URLs for analysis in external analytics platforms.

Do I Need a ChatGPT Ads Agency?

No. Malaysian businesses with self-service access can manage campaigns directly through Ads Manager. However, a ChatGPT ads agency may be useful when you need help with campaign strategy, context hints, conversion tracking, creative testing, landing pages or ongoing optimisation.