Reach buyers
mid-thought.
ChatGPT ads appear right below the answer to a buyer's question, on one of the five most visited sites on the internet. The auction is new, the intent is real, and the window to get in early is still open. We set it up, track it properly, and optimise for one number: your cost per lead.
- Platform-native setup & pixel install
- Context-hint targeting built for your buyers
- Reported on cost per lead, not impressions
Google launched ads in 2003. Facebook in 2010. TikTok in 2020. The brands that moved early built advantages that took competitors years to close. ChatGPT Ads crossed $100 million in annualised revenue within six weeks of self-serve launch. You are not late. But the window is open now.
Six months of running and optimising ChatGPT campaigns has taught us one thing clearly: the auction is still cheap, the intent is real, and the brands already in it are compounding data while everyone else waits to see what happens. This is not a channel to test in six months.
From zero to live: the complete setup
Most businesses in Singapore and Malaysia don't have a ChatGPT Ads account yet. That's not a barrier — it's the opportunity. Setting it up right the first time means the algorithm starts learning immediately rather than weeks later after you've fixed a broken pixel or a wrong conversion event. We handle every step below.
What we take off your plate
- Account creation & verification
- Pixel build & installation
- Conversion event mapping
- Campaign & ad group structure
- Context hint strategy
- Ad copy & creative
- UTM tracking setup
- Post-launch delivery check
- 01
Account creation
Takes 10–15 minutesSign up at ads.openai.com and fill in your business details. Straightforward, but the information you enter here feeds into OpenAI's manual review, so it needs to be accurate and complete. We walk you through it.
- 02
Business verification
~1 business dayOpenAI manually reviews every new advertiser account before it can run ads. You'll need to provide your business registration details and a credit card. Approval typically takes one business day. We submit everything correctly the first time so there are no delays.
- 03
Pixel & data source setup
15–30 minutesInside Ads Manager, we create your web pixel, your data source. This is the tracking foundation the entire account runs on. Every conversion the algorithm sees flows through it. Get this wrong and the AI is flying blind for weeks.
- 04
Conversion event mapping
Depends on your funnelWe define what counts as a result for your business: a lead form submitted, an appointment booked, a purchase completed. Each event gets mapped to the pixel and installed on the correct page of your site. The algorithm optimises toward whatever you tell it to, so choosing the right event matters.
- 05
Pixel installation on your site
We handle this for youThe base pixel code goes into the head of your website. Conversion event code goes on the relevant confirmation or thank-you pages. We handle the install directly, via tag manager, or brief your developer, depending on your setup. No step gets skipped.
- 06
Campaign & ad group build
Where strategy happensCampaign: objective (conversions), location, daily budget. Ad group: context hints written around your buyers' decision language, CPC bid, destination URL, UTM tracking parameters. Everything structured so the algorithm has what it needs to start learning from day one.
- 07
Ad creative
16 + 32 char constraintHeadline (16 characters), description (32 characters), image. Every word has to earn its place. We write the copy and source or produce the image. Creative that feels like a generic banner gets dismissed. We write it to feel like a recommendation, not an interruption.
- 08
Review & go live
A few hours to 1 dayOpenAI manually reviews each ad before it starts serving. This usually takes a few hours to one business day. Once approved, the campaign goes live and impressions start. We monitor delivery closely in the first days to confirm everything is tracking correctly.
How ChatGPT Ads actually work
This is a different format from anything you've run before. The intent is real, the targeting is AI-controlled, and relevance beats budget. Here's the mechanism.
Someone asks ChatGPT a question
ChatGPT processes billions of prompts a day. The average query is 17 times longer than a Google search, which means the people using it are already deep in a decision. They're not browsing; they're asking something specific because they're close to acting on it.
ChatGPT answers. Your ad appears underneath.
After the organic answer, a clearly labelled sponsored placement appears on the same screen, same conversation. Not a banner blindly interrupting a scroll; a relevant recommendation at the exact moment they're thinking about the problem your product solves. That is a fundamentally different intent signal.
The AI decides relevance, not the highest bid
OpenAI built this platform on one firm principle: organic answers cannot be bought. Targeting is driven by the live context of the conversation and your context hints, not by audience upload or match type. A brand with the right message can beat one with ten times the budget. That window is open now, and it narrows as more advertisers enter the auction.
Three formats, different jobs
ChatGPT Ads currently offers three placement types. The right one depends on what you're selling and where the buyer is in their decision. Here's the honest shape of each.
Sponsored Answer Placement
Your brand name, a short headline, a one-line description, and a link to your site, appearing below the ChatGPT response. Compact and high-intent. Every word has to earn its place: headline is 16 characters, description is 32. Less than a text message. That forces clarity no other format demands.
- 16-character headline, 32-character description
- Appears below the organic ChatGPT answer on the same screen
- Clearly labelled Sponsored, separate from the AI response
Shopping Carousel
A scrollable row of sponsored product cards pulled from your product feed. Brand, product name, price, stock status, and delivery time, so the buyer can compare before clicking. Pulls directly from Shopify through the native integration. If the feed is clean and accurate, this placement converts.
- Product cards with price, stock and delivery time
- Native Shopify catalog integration
- Feed quality drives delivery quality, so setup matters
Sponsored Agents
After seeing your ad, the user can choose to start a conversation with a business-sponsored agent inside ChatGPT. They ask follow-up questions, explore your offering, and follow a link when they're ready. It's the closest thing to a guided sales conversation on any ad platform. Currently in testing with select advertisers.
- Post-ad conversation between user and your brand agent
- Clearly labelled, distinct from ChatGPT's own responses
- Turns an ad impression into a live, personalised conversation
Why this platform rewards the prepared, not the biggest spender
OpenAI built ChatGPT Ads on four publicly stated principles. Every single one of them works in favour of a business that has done the preparation over a large brand that just wants to throw budget at it.
Answer independence
OpenAI will not accept payment to influence organic answers. That means the highest bidder does not own the top spot. A brand with better content and a sharper message can outrank a competitor with ten times the budget. That is structurally different from every ad platform before it.
Conversation privacy
Advertisers never see chat content, not the question, not the history, not the user's memory. Which means big brands cannot use their first-party data advantage here. Everyone maps intent patterns, OpenAI does the targeting, and the starting position is equal.
User choice and control
Users can dismiss your ad, turn off personalisation, or go fully ad-free on a paid plan. A generic ad from a major brand gets dismissed just as fast as one from a startup. Relevance and usefulness win, not budget. That is a platform you can actually compete on.
Sparse by design
85% of users are eligible to see ads. Fewer than 20% see one on any given day. Ads are served sparingly on purpose, which means a small test budget goes further here than it ever would on Google or Meta. You do not need to outspend anyone. You need to be more relevant.
Context hints: how targeting actually works
There are no keyword match types. No audience lists to upload. No lookalikes to build. You describe what your buyer is thinking about in plain language, the AI does the rest. Getting this right is where most early ChatGPT campaigns win or lose.
Natural language, not a keyword list
You tell the AI what your ideal customer is interested in, in plain English. ChatGPT Ads uses those context hints to match your ad to conversations where those themes are live. No keyword match types, no audience uploads. The AI does the targeting.
Specific beats broad
Broad hints like marketing deliver low-relevance impressions at scale. Specific hints like ChatGPT Ads for service businesses or Google Ads cost per lead reach fewer people, but the right ones. Six months in, tight specificity consistently outperforms breadth on this platform.
Built around buyer decisions, not demographics
The most effective context hints describe what someone is thinking about right before they decide to buy, not who they are. A question about the best way to generate leads from ChatGPT is a buying signal. A demographic label is not. One of those matches a live conversation.
What we watch every month
ChatGPT Ads is not a set-and-forget channel. Context hints drift, creative goes stale, and the algorithm needs clean data to keep improving. These are the six metrics we hold every campaign to, and what we do when one moves in the wrong direction.
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Cost per lead
Down month-on-monthThe one number that actually matters. Everything else rolls up to this. We track it against your own history, not industry averages, and optimise toward it every month.
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CTR
2%+A low click-through rate usually signals a mismatch between the context hint and the ad copy. When the message doesn't fit the conversation, users skip it. We tighten that alignment.
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Conversion rate
Matches or beats GoogleChatGPT traffic is higher intent, so it should convert at least as well as paid search. If it doesn't, the leak is usually the landing page, not the ad.
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Context hint performance
Regular pruningNot all hints contribute equally. We review which hints are driving spend versus which are driving leads, and cut the ones that waste budget without contributing conversions.
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Ad copy freshness
Rotate monthlyChatGPT doesn't repeat-serve the same ad in a session. Every impression is a first impression. Stale copy that stopped converting gets replaced, not left running.
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Pixel accuracy
Verified monthlyWe check the conversion pixel fires on the right pages and the events match what's reported in Ads Manager. Broken tracking is the quiet reason most accounts stop learning.
Get the pixel right from day one
Most early ChatGPT campaigns are running on incomplete data. The pixel is either missing, firing on the wrong page, or tracking the wrong event. Every lead the algorithm doesn't see is one it can't optimise toward. We fix this before a dollar goes in.
Conversion pixel install
The ChatGPT Ads pixel goes into your site's head element. Conversion events, a lead form submission, a booking confirmation, a purchase, go on the relevant thank you page. We install it properly from day one, because every lead the system doesn't see is one it can't optimise toward.
Conversion event mapping
Lead created, appointment scheduled, purchase, registration. We map the events that match your actual business goals, not a generic list. Optimising for the wrong event is how accounts spend money efficiently on outcomes that don't matter.
UTM tracking for cross-platform verification
We add UTM parameters so you can match ChatGPT's reported conversions against your own CRM or analytics. When the numbers line up, you can trust them. When they don't, we find out why.
HubSpot and Shopify native integration
OpenAI now integrates directly with HubSpot (CRM) and Shopify (ecommerce). If you're on either platform, we connect them so leads flow in without manual export, and ad performance sits alongside the rest of your business data.
Paid and organic on the same screen
ChatGPT Ads and organic AI visibility (AEO) are not separate channels. When your brand shows up in ChatGPT's answer and as a sponsored placement in the same conversation, you own twice the real estate. The organic spot cannot be bought. But it can be built.
Learn about our AEO service-
When your brand shows up organically in a ChatGPT answer and as a sponsored placement in the same conversation, you own twice the real estate on the same screen.
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Organic ChatGPT citations cannot be bought. They have to be earned through structured content, proper schema, and the signals AI models use to decide what's authoritative.
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Leads arriving through organic AI citations convert at three times the rate of traditional search traffic. The paid layer amplifies an organic presence; it can't replace one.
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87.4% of all AI referral traffic comes from ChatGPT, more than Gemini, Copilot and Perplexity combined. If you're building for AI, this is where organic and paid both compound.
What the first 90 days look like
Foundations and tracking first, context hints second, then the ongoing optimisation that lowers your cost per lead over time.
- Weeks 1-2
Account setup & pixel install
Business verification, pixel install, conversion event mapping. We don't touch a single bid before tracking is firing accurately. Every lead the pixel misses is one the algorithm can't learn from, and that compounds into wasted spend for months.
- Weeks 3-4
Campaign build & context hint strategy
Campaign structure, ad group setup, context hints written around your buyers' actual decision-making language. Ad copy written to the 16/32 character constraint. Image creative produced or sourced. Conversion objective set so the AI optimises for leads, not clicks.
- Weeks 5-8
Launch & learn
Ads go live. We read spend, CTR, and conversion data weekly, prune context hints that drive impressions without leads, and test alternative headlines. The algorithm needs clean conversion data to learn who your buyers are. We feed it accurately.
- Ongoing
Optimise & lower cost per lead
Monthly optimisation against the KPIs above. Context hint refinement, fresh ad creative when performance plateaus, budget rebalancing toward what's working. Plain-English reporting so you know the cost per lead, what moved it, and what's next.
Everything in a ChatGPT Ads engagement
Account & pixel setup
Business verification, pixel install, conversion event mapping. All properly set up before any spend goes in.
Context hint strategy
Context hints built around the questions your buyers ask right before they decide, not broad interest categories.
Ad copy & creative
Headlines and descriptions written to the 16/32 character constraint, plus image creative. Every word justified.
Bid & budget management
Conversion-optimised bidding managed to your target cost per lead, adjusted as the algorithm learns.
Monthly optimisation
Context hint pruning, fresh creative, performance review. The ongoing work that lowers cost per lead over time.
Monthly reporting
Cost per lead, conversion rate, what we changed and why. Honest numbers, not dressed-up dashboard screenshots.
Management fees cover strategy, setup and monthly optimisation. Your ad spend is paid directly to OpenAI through your own ads.openai.com account. You own everything.
ChatGPT Ads questions, answered straight
Still weighing it up? A free review of your website and ads is the fastest way to get a straight answer for your business specifically.
Is ChatGPT Ads available in Singapore and Malaysia?
Yes. ChatGPT Ads expanded to Singapore, Malaysia, and several other APAC markets in September 2026. If you're based in the region, you can open an account at ads.openai.com and start running campaigns now. There's no waitlist and no minimum spend beyond the $25 daily budget.
How is targeting different from Google or Meta?
On Google, you target keywords. On Meta, you target audiences. On ChatGPT, you give the AI context hints, natural language descriptions of what your ideal buyer is thinking about, and OpenAI's algorithm decides when your ad is relevant to a live conversation. You never see the conversation, and you can't upload audience lists. The AI controls delivery entirely. That means relevance and message quality beat budget in ways no other platform allows.
What's the minimum budget to run ChatGPT Ads?
The minimum daily budget is SGD 25 for Singapore accounts and RM 35 for Malaysia accounts. There's no minimum total commitment. We'd rather start lean, prove the funnel converts at a sensible cost per lead, and then scale what's working. A small test budget on ChatGPT also goes further than on established platforms right now, because the auction is less competitive. That window is the reason to move early.
Do I need a ChatGPT Ads account before we start?
No. We walk you through account creation and business verification as part of setup. Verification takes roughly a day. We'll also handle the pixel install and conversion event configuration, so by the time we're ready to launch, tracking is already working.
How soon will I see results?
Ads can go live within a few days of setup. But live and optimised are different things. The first few weeks are about getting clean conversion data into the algorithm so it starts learning who your buyers are. Realistically, cost per lead starts to become predictable from around week six to eight. Anyone promising cheap leads on day one hasn't looked at your account or the platform yet.
Do I need AEO / organic ChatGPT presence first?
You don't need it to run ads. But it changes how those ads land. If ChatGPT already cites your brand organically, your paid placement reinforces that: same screen, same conversation, double the real estate. If it doesn't, the ad has to do all the work alone. We'll be honest with you about where you stand on organic AI visibility on the free call, and whether it's worth building that foundation in parallel.
How does ChatGPT Ads compare to Google Ads for lead generation?
Google captures existing demand. Someone typing a specific search query is ready to act. ChatGPT reaches someone mid-thought: they're asking a question that leads toward a decision, but they may not have named the solution yet. That's a different moment, and it converts differently. In our experience, ChatGPT traffic converts at a comparable rate to search when the landing page matches the conversation intent, and the cost per click is still lower because the auction is newer. The two channels complement each other rather than compete.
Do I keep ownership of my ChatGPT Ads account?
Always. Your ads.openai.com account, pixel, and campaign data are yours, with you as the owner from day one. We operate it, but everything stays in your name. If we ever part ways, you keep the account, the history, and all the data.
Ready to get in before the auction fills up?
Book a free review of your website and ads. We’ll go through them, tell you what’s working, what isn’t, and whether it’s worth fixing.
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