ChatGPT Advertising –
The way people search for information online continues to evolve as artificial intelligence becomes a larger part of how consumers research products, compare services, and make purchasing decisions. For businesses and marketers, that change is creating new opportunities to connect with potential customers throughout the decision-making process.
OpenAI has introduced advertising in ChatGPT and launched Ads Manager Beta, enabling eligible businesses to create, manage, and measure advertising campaigns. While the platform is still in Beta and will continue to evolve, ChatGPT Ads introduce an approach to digital advertising that differs meaningfully from traditional paid search and social media advertising.
Rather than focusing exclusively on what someone types into a search box, ChatGPT Ads can consider the context and intent of a conversation to determine whether an advertisement is relevant. For businesses accustomed to building campaigns around search terms, audiences, and demographics, this offers another way to reach potential customers as they research, compare options, and decide what to do next.
How Do Ads in ChatGPT Work?
Advertisements appear below eligible ChatGPT responses and are displayed separately from the organic information ChatGPT provides. An advertisement can include the advertiser’s name and logo, a headline, descriptive copy, an image, and a link to the advertiser’s landing page.
OpenAI maintains a separation between advertising and ChatGPT’s organic responses, which means an advertiser cannot pay to influence what ChatGPT says or purchase placement within an answer. Instead, the advertising system determines whether an eligible advertisement is relevant to a particular conversation.
To make that determination, OpenAI can consider several signals, including the context and intent of the current conversation, the advertisement’s landing page, headline, copy, and advertiser-provided context hints. When ad personalization is enabled, OpenAI may also consider select signals from a user’s broader experience with ChatGPT.
This distinction creates an important difference between ChatGPT Ads and many traditional forms of digital advertising, as the opportunity is not limited to matching an advertisement to a specific search term. A conversation may provide additional context about what someone is researching, comparing, or trying to accomplish, allowing relevance to be evaluated around the intent behind the interaction.
What Are Context Hints?
OpenAI allows advertisers to provide “context hints” at the ad group level that describe the conversations, topics, or keywords in which a product or service may be relevant. Unlike traditional exact-match keywords, context hints help guide ad matching without guaranteeing that an advertisement will appear within a particular conversation.
This allows marketers to build campaigns around the needs and interests that lead customers to begin researching. Context hints could reflect common questions customers ask, products or services they compare, problems they are trying to solve, or topics that frequently arise before they make a purchasing decision.
Understanding those conversations may become an important part of campaign development because the strongest context hints are likely to come from understanding the customer rather than simply creating a larger list of search terms. Businesses already producing useful website content, answering customer questions, and studying the customer journey may have a valuable starting point for identifying the types of conversations where their advertising could be relevant.
How Are ChatGPT Ad Campaigns Built?
Ads Manager Beta uses a familiar campaign structure consisting of campaigns, ad groups, and individual advertisements. At the campaign level, advertisers establish the objective, budget, dates, and targeting. At the same time, ad groups organize advertisements around a specific theme or intent area and provide a place to define relevant context hints.
Individual advertisements include the creative elements users may see in ChatGPT, such as the headline, description, image, and landing page. This structure allows businesses to organize advertising around different products, services, or customer needs while measuring how each part of the campaign performs.
The landing page is especially important because it contributes to the relevance signals OpenAI considers and serves as the destination for someone who clicks the advertisement. Businesses should therefore consider whether the page directly supports the advertisement and provides a clear next step rather than automatically directing every campaign to a general homepage.
How Much Does ChatGPT Advertising Cost?
ChatGPT Ads currently supports cost-per-thousand-impressions, cost-per-click, and conversion-optimized buying options.
Advertisers using the Reach objective optimize campaigns for impressions and pay per 1,000 impressions, while advertisers using the Clicks objective optimize for website traffic and pay for valid clicks.
Advertisers can also use the Conversions objective, which uses conversion-optimized cost per click (oCPC) to drive clicks more likely to result in a selected conversion, such as a lead submission, purchase, or sign-up. With a conversion-optimized campaign, advertisers select the conversion event they want ChatGPT Ads to optimize toward, and conversion measurement must be configured for the campaign. Although the campaign is designed to drive more valuable actions after the click, advertisers are still charged for valid clicks rather than paying a fixed amount per lead or conversion.
Bids are set at the ad group level, with the bidding approach determined by the campaign objective. For CPC campaigns, OpenAI currently recommends starting with a maximum bid of $3 – $5 per click, while Ads Manager may provide additional guidance on whether a bid is likely to be competitive.
OpenAI uses a relevance-weighted second-price auction to select among eligible advertisements, meaning that winning an advertising opportunity is not determined solely by the highest bid. The system also considers expected relevance and outcomes when evaluating eligible advertisements, creating an incentive for businesses to focus on the relationship among their campaign strategy, advertising creative, context hints, and landing-page experience.
Because Ads Manager remains in Beta, businesses should be cautious about applying performance expectations from established platforms such as Google Ads or Meta directly to ChatGPT. Early campaigns will provide businesses with their own benchmarks for advertising costs, engagement, conversions, and overall performance.
Can Businesses Measure Conversions?
One of the most important capabilities for businesses evaluating ChatGPT Ads is the ability to measure performance beyond impressions and clicks. Ads Manager Beta currently reports metrics including impressions, clicks, spend, click-through rate, average CPC, average CPM, and conversions when conversion measurement is configured.
Advertisers can also add tracking parameters, including UTM parameters, to their landing-page URLs, allowing ChatGPT advertising traffic to be identified and analyzed within existing website analytics platforms. This provides businesses with another way to evaluate what users do after leaving ChatGPT and arriving on their websites.
Conversion measurement becomes particularly valuable when advertising is designed to generate leads, sales, registrations, or other meaningful actions. Rather than evaluating a campaign solely by how much traffic it generates, businesses can begin to connect advertising costs to the outcomes that matter to the organization.
For marketers, this means ChatGPT Ads can ultimately be evaluated using many of the same business-focused questions applied to other digital advertising channels, including how much it costs to generate a conversion, whether those conversions become qualified opportunities or customers, and whether the resulting return justifies continued investment.
What Does It Take to Start Advertising?
Businesses interested in using ChatGPT Ads must create an Ads Manager Beta advertiser account and complete OpenAI’s onboarding process before campaigns can begin delivering.
Account setup includes providing business and account information, completing verification, establishing billing and payment information, and confirming the information that will appear within advertisements.
OpenAI’s verification process assesses whether the advertiser’s products or services are eligible under its advertising policies, and applications are currently reviewed on a rolling basis.
As a result, businesses interested in testing ChatGPT Ads should allow time for account review rather than assuming campaigns can begin serving immediately after an account is created.
Ads Manager also supports multiple team members, allowing businesses to provide access to employees or marketing partners involved in campaign management. Agencies managing ChatGPT advertising for multiple clients should be aware that OpenAI currently requires each advertiser to have its own account, and that approved users can access only the accounts they are authorized to manage.
Once the account is established, campaigns can be created via a guided workflow or via bulk uploads for advertisers managing campaigns at scale. Advertisements are submitted for review before serving, and marketers can monitor results across campaigns, ad groups, and individual advertisements once campaigns are active.
Where Are ChatGPT Ads Shown?
OpenAI currently displays advertisements below eligible ChatGPT responses, keeping sponsored content visually separate from the organic response. OpenAI states that ads are not shown to users on Plus, Pro, or Business plans, or to accounts identified as belonging to users under 18 based on available account-level age information and age predictions.
OpenAI also applies safeguards designed to prevent advertising from appearing within sensitive user contexts or environments that may not be appropriate for advertising. Businesses operating in regulated or sensitive industries should review OpenAI’s current advertising policies and eligibility requirements before developing campaigns, as additional restrictions may apply.
The separation between advertisements and organic responses is particularly important as advertising becomes part of conversational AI. Businesses have an opportunity to appear alongside relevant interactions, but paying for advertising does not give them control over the information ChatGPT provides to the user.
Conversational Search Creates a New Marketing Opportunity
The introduction of ChatGPT Ads is significant, but the larger development for marketers is the continued evolution of how consumers search for information. Traditional search often begins with a relatively short phrase. At the same time, conversational AI allows people to explain their situation, ask follow-up questions, compare alternatives, and refine what they are looking for throughout an interaction.
That additional context can provide a better picture of why someone is researching a subject and what they are ultimately trying to accomplish. For marketers, understanding those questions and motivations has value beyond advertising, as the same knowledge can inform website strategy, SEO, content development, paid media, and efforts to improve a brand’s visibility in AI-powered search experiences.
As conversational research becomes a larger part of the customer journey, businesses may need to think beyond the keywords customers use when they are ready to buy and pay greater attention to the questions they ask while they are still learning, comparing, and making decisions.
ChatGPT Ads provide one of the first opportunities for businesses to participate directly in that changing environment through paid advertising. Whether the platform ultimately becomes an important part of a company’s marketing mix will depend on measurable performance. Still, the shift toward conversational search is already giving marketers another reason to understand customer intent throughout the decision-making process.
Where Do ChatGPT Ads Fit Into a Digital Marketing Strategy?
Adding a new advertising platform to a marketing strategy should involve more than simply creating an account and allocating a budget. ChatGPT Ads introduce new opportunities to reach potential customers, but determining where the platform fits requires an understanding of the campaign’s overall digital marketing strategy.
At 92 West, we approach digital advertising by examining how each channel contributes to the broader customer journey. ChatGPT Ads may provide another opportunity to reach people as they research and consider their options; Google Ads can capture established search demand; social advertising can build awareness and engagement; retargeting can reconnect with previous visitors; and SEO can strengthen long-term organic visibility. The value of ChatGPT Ads should ultimately be measured by how effectively the platform contributes to those broader marketing objectives.
A successful test also requires that the elements surrounding the advertisement work together. Context hints and advertising creative can help establish relevance within ChatGPT. Still, the landing page must continue that experience, conversion tracking must identify meaningful actions, and campaign reporting must show whether those interactions are producing qualified leads, customers, or sales. Without that foundation, businesses may know how many people clicked an advertisement but not understand whether the advertisement actually contributed to growth.
As ChatGPT Ads continue to develop, businesses will need to determine how much to invest, what to test, and which customer needs and intent areas offer the greatest opportunity. Developing that strategy requires more than simply applying the same approach used for Google Ads or social media advertising because conversational advertising introduces a different way of connecting customer intent with relevant advertising.
92 West can help businesses evaluate whether ChatGPT Ads belong in their digital marketing strategy and develop the campaign structure, messaging, landing pages, conversion tracking, and performance measurement needed to test the platform effectively. By evaluating ChatGPT alongside paid search, SEO, social media advertising, retargeting, and other digital channels, we can determine where marketing dollars are delivering the strongest opportunities and adjust the strategy as performance data evolves.
If your business is ready to explore ChatGPT advertising, contact 92 West to discuss how this emerging platform could fit within a measurable digital marketing strategy built around your goals, your customers, and the results that matter to your business.