Table of Contents
Key Takeaways
- Google Ads is generally the safer starting point for businesses with established search demand and a need for measurable customer acquisition.
- ChatGPT Ads offers a different advertising opportunity, reaching users during AI-assisted research, comparisons and decision-making.
- Neither platform guarantees better ROI. Customer intent, targeting, campaign execution and lead quality influence results.
- Businesses should compare qualified leads and actual sales, not just clicks, impressions or cost per click.
- Using both platforms may make sense when customers move between AI conversations and traditional search before purchasing.
Should your business invest in ChatGPT Ads, stick with Google Ads, or run both? That;s the question our clients had begun to ask us.
When ChatGPT Ads launched in Malaysia on 23 September 2026, businesses now had another advertising option to consider. But a new platform does not automatically mean better leads, cheaper customers or higher returns.
The hype is real and every SEO agency has begun rushing out ChatGPT ads services pages and Google ads (including us!), but honestly, do you really need it?
For Malaysian companies working with limited marketing budgets, the question is more important than you think, so let’s talk about it.
What Is the Difference Between ChatGPT Ads and Google Ads?
Google Ads is an established advertising platform covering Google Search, YouTube, Shopping, Display and other Google properties.
ChatGPT Ads places sponsored advertisements within eligible AI conversation experiences, separately from ChatGPT’s answers.
Both help businesses reach prospective customers, but their advertising environments differ.
| Feature | Google Ads | ChatGPT Ads |
|---|---|---|
| Advertising environment | Search and Google’s wider advertising network | AI-powered conversations |
| User behaviour | Searching, browsing, watching or shopping | Asking questions, researching and comparing |
| Targeting approach | Keywords, audience signals, locations and automated targeting | Conversation context, relevance signals and context hints |
| Buying models | Multiple bidding models depending on campaign type | CPM and CPC, with developing outcome optimisation |
| Measurement | Established conversion tracking, attribution and analytics integrations | Pixel, Conversions API, attribution and growing third-party integrations |
| Platform maturity | Established | Emerging |
| Main opportunity | Capture demand and reach customers across different stages | Reach relevant users during conversational discovery and decision-making |
Google’s Performance Max campaigns already extend advertising beyond search keywords, while ChatGPT Ads uses context and intent signals to determine ad relevance.
Therefore, comparing ChatGPT Ads only against Google Search Ads would overlook much of Google’s advertising ecosystem.
How Does Customer Intent Differ Between ChatGPT Ads and Google Ads?
Customer intent is one of the biggest considerations when comparing these advertising platforms.
Google Ads: Customers Express What They Want
Let’ say someone is someone searching:
- “emergency plumber Kuala Lumpur”
- “accounting software Kelantan”
- “office renovation contractor KL”
- “buy ergonomic office chair”
These searches communicate a reasonably identifiable requirement.
A business can target relevant searches and direct potential customers towards an enquiry form, either for a specific product or a service.
This makes Google Search Ads useful when customers already know what they need.
ChatGPT Ads: Customers Explain Their Situation
Now consider someone asking ChatGPT:
Our company has 30 employees and needs accounting software that integrates with payroll. Which features should we prioritise?
That conversation contains additional information about the customer’s circumstances, requirements and possible purchasing considerations, it’s also much longer if you notice it.
ChatGPT Ads can use conversational context and advertiser-provided information to identify relevant advertising opportunities.
However, more context does not necessarily mean stronger purchase intent. Someone asking detailed questions may still be researching rather than preparing to buy.
As such, the opportunity to reach customers when your product or service is relevant to the problem they are discussing.
For more information regarding what are ChatGPT ads and how they work, we have written a whole blog about it, so check it out!
How Does Advertising Targeting Work on Each Platform?
Google Ads and ChatGPT Ads differ in how advertisers communicate their desired audience to the platform.
Google Ads targeting can involve:
- Search keywords and matching options
- Geographic and language targeting
- Audience signals and customer lists
- Remarketing
- Automated targeting and bidding
- Negative keywords and exclusions
ChatGPT Ads targeting focuses more heavily on:
- Current conversational context
- User intent and advertising relevance
- Landing-page content and ad messaging
- Advertiser-provided context hints
- Other eligible personalisation signals
Context hints describe situations where an offering may be relevant. What do we mean by that?
For example, a Malaysian software provider could explain that its product suits SMEs looking for payroll integration and accounting automation.
Unlike conventional search keywords, these hints do not guarantee that advertisements will appear for particular prompts.
For businesses, you will know that Google Search campaigns can be built around identifiable searches. However, ChatGPT campaigns require a clear understanding of customer problems and relevant conversational situations.
In other words: Know your audience well.
Which Platform Works Better at Different Customer Journey Stages?
The buying journey rarely consists of a single search or conversation.
A customer might discover a product through ChatGPT, compare suppliers on Google, revisit a website, ask around on Threads and only enquire several days later.
| Customer Journey | Google Ads | ChatGPT Ads |
|---|---|---|
| Problem awareness | Search, Display and video advertising | Relevant problem-solving conversations |
| Initial research | Informational searches and other ad formats | Exploratory questions and recommendations |
| Comparing solutions | Comparison searches and remarketing | Detailed product and service discussions |
| Finding suppliers | High-intent commercial searches | Relevant provider recommendations and sponsored placements |
| Ready to purchase | Search, Shopping and conversion campaigns | Relevant advertisements during purchase-oriented conversations |
| Re-engagement | Established remarketing capabilities | Developing audience and measurement capabilities |
Which Businesses Should Consider Google Ads or ChatGPT Ads?
The best starting point often depends on purchase complexity and existing search demand, rather than industry alone.
Advertising Decision Matrix
Example 1: An Emergency Plumbing Company in Kuala Lumpur
Customers searching for emergency plumbing services usually need immediate assistance.
Google Search Ads may be the better starting point because the business can target location-specific, urgent searches and encourage direct calls or enquiries.
ChatGPT Ads may offer relevant opportunities, but there is less reason to shift budget away from an already profitable search campaign without supporting performance evidence.
Example 2: A Malaysian ERP Software Provider
Choosing ERP software requires considerably more research.
Buyers may compare features, integration requirements, implementation costs, data migration and long-term support before contacting a supplier.
ChatGPT Ads could help the company reach customers during those conversations, while Google Ads captures searches for particular solutions or providers.
For this business, testing both channels may be worthwhile.
Other research-heavy categories include professional services, education, property, technology and certain B2B services.
Are ChatGPT Ads Cheaper Than Google Ads?
Google Ads costs vary considerably across industries and campaign types. ChatGPT Ads also supports different buying options, including cost per thousand impressions (CPM) and cost per click (CPC).
OpenAI currently recommends a starting maximum CPC bid of approximately US$3 to US$5 for CPC campaigns, although this is bidding guidance, not a guaranteed cost per click.
More importantly, lower advertising costs do not automatically produce better business results.
Consider the following hypothetical comparison:
| Metric | Google Ads | ChatGPT Ads |
|---|---|---|
| Advertising spend | RM2,000 | RM2,000 |
| Clicks | 250 | 400 |
| Cost per click | RM8 | RM5 |
| Total leads | 20 | 16 |
| Qualified leads | 12 | 6 |
| Cost per qualified lead | RM167 | RM333 |
Again Illustrative figures only, these are not actual campaign benchmarks.
In this scenario, ChatGPT Ads generates more clicks at a lower cost, but Google Ads produces twice as many qualified leads.
Businesses should therefore compare cost per qualified lead, sales opportunities, acquisition costs and actual revenue rather than relying on CPC alone.
How Should Businesses Measure ChatGPT Ads vs Google Ads Performance?
Google Ads has an established measurement environment covering conversion tracking, attribution and value-based campaign optimisation.
ChatGPT Ads is newer, but its measurement capabilities have expanded.
As of October 2026, OpenAI supports Pixel and Conversions API measurement, conversion attribution, and partnerships for additional reporting and incrementality analysis. T hese capabilities are developing, so businesses should verify what is available within their accounts.
For a meaningful comparison, businesses should monitor:
- Cost per qualified lead: How much advertising spend produces a genuinely relevant enquiry?
- Conversion rate: What percentage of visitors complete the intended action?
- Customer acquisition cost: How much does it cost to acquire a paying customer?
- Return on ad spend: How much attributable revenue is generated relative to advertising expenditure?
- Lead-to-sale rate: How many enquiries become customers?
- Incremental performance: Are campaigns generating additional business rather than simply receiving credit for conversions that might have happened anyway?
For Malaysian businesses relying on WhatsApp enquiries, phone calls or offline quotations, measuring only website forms can overlook valuable outcomes.
Should You Move Your Google Ads Budget to ChatGPT Ads?
We advise not to, yet. Before reallocating the budget, you must assess two things.
- Is the existing campaign profitable
- Would the new channel serve a clearly defined purpose?
If Google Ads is already profitable: Protect successful campaigns and consider funding a limited ChatGPT Ads experiment.
If Google Ads is expensive: Investigate whether high acquisition costs come from competition, targeting, landing-page problems or low conversion rates before assuming another platform will be cheaper.
If customers require extensive research: ChatGPT Ads may provide opportunities to reach potential buyers earlier in their consideration process.
If advertising budgets are limited: Prioritise whichever channel has the clearest evidence of relevant demand and ROI.
If measurement is unreliable: Improve tracking and lead qualification before adding more advertising platforms.
The central consideration is opportunity cost. Every ringgit spent in a new channel is money that could otherwise support an existing campaign, improve a landing page or strengthen the sales process.
Can ChatGPT Ads and Google Ads Work Together?
Absolutely, if you treat them as complementary advertising environments rather than direct substitutes.
Let’s go back to our accounting software example, where a business owner is looking to procure one for his business.
- Research on ChatGPT
A business owner asks about software requirements and compares suitable solutions. - Discovers a Sponsored AdAn advertisement introduces a relevant accounting software provider.
- Searches on GoogleThe buyer later searches for the provider, reviews pricing and compares competitors.
- Returns Through Google AdsA relevant search advertisement brings the buyer back to the provider’s website.
- Submits an EnquiryThe buyer requests a demonstration or quotation.
In this example, ChatGPT Ads may contribute to discovery while Google Ads captures a later search. The reverse journey is also possible.
BUT! Businesses should not automatically credit both advertisements with generating a completely separate customer.
Using UTM tracking, CRM data and consistent conversion definitions can provide a clearer understanding of each channel’s contribution.
How Should Malaysian Businesses Choose Between ChatGPT Ads and Google Ads?
The better advertising platform depends on what your customers need, how they make purchasing decisions and what your business wants to achieve.
Here are some scenarios Malaysian businesses may face.
| Business Scenario | Recommended Platform |
|---|---|
| You run a plumbing or air-conditioning repair service in KL and need customers who are searching for immediate assistance. | Google Ads |
| You sell ERP or accounting software, and customers typically spend weeks comparing features, integrations and pricing. | ChatGPT Ads |
| You operate an ecommerce store selling everyday products and want to generate immediate purchases from product searches. | Google Ads |
| You offer MBA programmes or professional certifications, and prospective students frequently research courses, costs and career prospects before enrolling. | ChatGPT Ads |
| Your Google Ads campaigns already generate profitable leads consistently, and your advertising budget is limited. | Google Ads |
| You sell industrial machinery worth RM100,000+, where buyers need to understand specifications and compare solutions before requesting quotations. | ChatGPT Ads |
| You operate a dental clinic and want to attract nearby patients searching for specific treatments or appointments. | Google Ads |
| You offer business consulting or corporate training, and potential clients are still exploring how to solve organisational problems. | ChatGPT Ads |
| You want to retarget people who visited your website but left without purchasing or enquiring. | Google Ads |
| You have additional marketing budget and want to experiment with reaching customers during AI-assisted research. | ChatGPT Ads |
Ultimately, choose Google Ads when customers are actively searching for your products or services. Consider ChatGPT Ads when customers need more research, explanation and comparison before making a decision.
Choosing between ChatGPT Ads vs Google Ads
Google Ads and ChatGPT Ads are not interchangeable, but neither must exclude the other.
- Google Ads remains a great option for businesses targeting established search demand and seeking mature campaign management capabilities.
- ChatGPT Ads introduces another way to reach people while they research problems, compare options and evaluate purchases.
The right decision depends on what your customers do before buying and how effectively each platform turns that behaviour into measurable results.
At Rankpage, we’re already ahead of the shift towards AI-driven search and advertising.
While many agencies are still adapting to AI search, we’ve already invested in proprietary AI visibility technology, developed dedicated ChatGPT Ads strategies and integrated traditional SEO, AI search optimisation and paid advertising into our approach.
Our Google Ads and ChatGPT Ads services go beyond campaign setup and optimisation. We help Malaysian businesses understand emerging customer behaviour, identify high-value opportunities and turn advertising investments into measurable business outcomes.
The future of search is already changing. We’re helping businesses move with it, not catch up to it.
Frequently Asked Questions About ChatGPT Ads vs Google Ads
Is ChatGPT Ads Better Than Google Ads?
Neither platform is universally better. Google Ads may be more suitable for capturing established search demand, while ChatGPT Ads offers opportunities to reach customers during AI-assisted research and comparisons. Performance depends on business goals, targeting and campaign results.
Are ChatGPT Ads Cheaper Than Google Ads?
Not necessarily. Both platforms use bidding systems, and advertising costs vary depending on competition, targeting and campaign objectives. Businesses should compare cost per qualified lead or acquisition rather than CPC alone.
Can ChatGPT Ads Replace Google Ads?
ChatGPT Ads should not automatically replace Google Ads. The platforms operate in different advertising environments and may reach customers at different points in their decision-making process. Businesses with successful Google Ads campaigns should test alternatives before reallocating substantial budgets.
How Do ChatGPT Ads Target Users?
ChatGPT Ads uses signals such as conversational context, user intent, advertisement content, landing-page relevance and advertiser-provided context hints. Unlike Google Search Ads, advertisers do not simply purchase exact ChatGPT prompts as keywords.
Should Small Businesses Use ChatGPT Ads or Google Ads?
Google Search Ads may be the best starting point for established commercial searches, while ChatGPT Ads can be considered when customers conduct substantial research before purchasing.
Can Businesses Run Google Ads and ChatGPT Ads Together?
Yes. Businesses can run both platforms to reach customers across search and AI-assisted discovery. Establish clear campaign objectives, track qualified conversions and evaluate whether the combined strategy generates additional business value.
