OpenAI rolls out ChatGPT ads nationwide as brands struggle to measure their effectiveness

You may start seeing ads in ChatGPT but brands aren't sure they work

OpenAI's push into advertising is gaining momentum, but early signs suggest that its first wave of ChatGPT ads may not yet be delivering clear results for brands. As the company experiments with monetizing its massive user base, advertisers are finding it difficult to measure whether these new formats are actually working. Early Ad Trials Raise Questions OpenAI has begun testing ads inside ChatGPT, initially rolling them out to a limited group of advertisers and users on free and lower-cost tiers. These ads are designed to appear alongside conversations, often tied to the context of what users are asking. However, according to reports, many of the first advertisers involved in these trials are struggling to prove the effectiveness of their campaigns. Unlike traditional digital advertising - where clicks, impressions, and conversions are clearly tracked - ChatGPT's conversational format makes it harder to measure performance in familiar ways. Recommended Videos OpenAI is currently charging advertisers based on ad views rather than clicks, further complicating efforts to evaluate return on investment. Without clear engagement metrics, brands are left uncertain about how much value these ads are actually generating. Why This Matters For OpenAI's Business The advertising push is not optional for OpenAI - it's strategic. The company is facing massive infrastructure and development costs as it scales its AI models and services. To offset these costs, OpenAI has started expanding ads to a broader audience, including users on free and "Go" plans in the United States. The move signals a shift toward a more traditional internet business model, where free access is supported by advertising revenue. At the same time, OpenAI is building relationships with advertisers and ad tech partners like Criteo, encouraging brands to invest significant budgets into early campaigns. But if advertisers cannot clearly measure results, it could slow adoption and limit how quickly this revenue stream grows. What It Means For Users And Advertisers For users, the introduction of ads marks a fundamental change in how ChatGPT operates. The platform has traditionally been seen as a neutral, utility-driven tool. Advertising introduces a commercial layer that could influence how information is presented. OpenAI has said that ads will remain separate from core responses and that user data will not be sold to advertisers. Still, concerns remain about how seamlessly ads can be integrated without affecting trust or user experience. For advertisers, the challenge is even more immediate. The conversational nature of ChatGPT means that ads are less about clicks and more about influence within a dialogue. This requires new ways of thinking about engagement and measurement. Brands are essentially entering uncharted territory, where traditional metrics may not apply and success is harder to quantify. What Comes Next OpenAI is expected to continue refining its ad model as it gathers feedback from early campaigns. The company is working toward a more scalable, possibly self-service advertising platform that could expand globally over time. Future iterations may include more interactive ad formats, where users can engage directly with sponsored content within conversations. This could make ads feel less intrusive and more like part of the experience. However, for ChatGPT ads to become a major revenue driver, OpenAI will need to solve a key problem: proving that they work. Clearer metrics, better targeting, and stronger performance data will be essential to winning over advertisers. For now, the experiment highlights both the potential and the uncertainty of bringing advertising into the world of conversational AI - a space that is still defining its rules.

OpenAI Eyes Share Of Google And Meta's Advertising Empire - Alphabet (NASDAQ:GOOGL), Meta Platforms (NASDAQ:META)

ChatGPT ads leverage contextual targeting and first-party data to reach users and launch at high price points. While this pilot may ultimately compete with some search and social budgets, it is not without challenges, including measurement, privacy, and rollout. Major holding companies, including WPP, Omnicom, and Dentsu, are part of the testing program. Criteo joined in early March 2026 as the first major ad-tech platform to integrate ChatGPT inventory into programmatic channels, giving approximately 17,000 advertisers access to ChatGPT placements. Key Takeaways OpenAI is testing ads in ChatGPT, creating a new advertising channel that could begin to compete with Alphabet and Meta Platforms. The ad model focuses on high-priced, context-based placements with strong privacy controls, but challenges like measurement and scalability remain. While still early, ChatGPT ads could support OpenAI's IPO plans and gradually position it as a serious competitor in the digital advertising market. How ChatGPT Ad Pilot is Structured In its official announcement on Feb. 9, 2026, OpenAI explained the initial ad test. The ads will be displayed only in the "Free" and "Go" versions of the ChatGPT service, which offer free and low-cost service (but not in the "Pro" and "Enterprise" versions). The ads will be in the form of "Sponsored" cards inserted in the chat. For example, a user asking a question about recipes might see a sponsored ad for a grocery kit after the response. What This Means for Alphabet and Meta OpenAI exceeded $25 billion in annual revenue by the end of February 2026, up from $20 billion at the end of 2025. This is because their user base grew to 910 million. However, the company also recorded losses exceeding $12 billion in a single quarter. Pricing and Projections Ads are priced using the cost-per-mile (CPM) model at $60 per thousand views. This is comparable to prime broadcast TV inventory, and far above typical Facebook or Google CPMs. Advertisers in the initial trial were asked to commit substantial budgets (on the order of $200,000 minimum). In return, early testers (such as Best Buy and Target) hope to gain a first-mover advantage. But many agencies caution that paying only for views (rather than clicks or conversions) is unusual for online ads. Privacy, Regulation, and Risks OpenAI promised that advertisers cannot access personal conversations, and users can manage their own ad preferences. However, privacy laws such as the EU's General Data Protection Regulation and the AI Act can influence how users adopt the new ad program. OpenAI's decision to exclude users under 18 years from its ad program is likely influenced, at least in part, by legal obligations in different countries. For instance, US Federal rules under the Children's Online Privacy Protection Act restrict how platforms handle data belonging to minors, while state-level laws, particularly those in California, impose additional requirements on how companies use and disclose personal data. The combination of AI and advertising in a single product creates a uniquely high-risk compliance environment. Both fields are already subject to intense regulatory scrutiny, and merging them into a single platform increases the exposure. OpenAI must demonstrate that its system is not only commercially effective but also lawful, transparent, and free of discriminatory targeting practices. Bottom Line For investors, the OpenAI ad pilot is less of a cash-burning AI experiment and more of a diversified digital media business with a path to profitability. The risks around privacy, regulation, and user trust are real and will take time to resolve. OpenAI is building an advertising business, and if ChatGPT can deliver relevant leads and maintain trust, then Google and Meta will face genuine competition in the evolving digital ad market. Feature Image Credit: Author Benzinga Disclaimer: This article is from an unpaid external contributor. It does not represent Benzinga's reporting and has not been edited for content or accuracy. Market News and Data brought to you by Benzinga APIs To add Benzinga News as your preferred source on Google, click here.

OpenAI Weeks Away From Bringing Ads to ChatGPT | PYMNTS.com

By completing this form, you agree to receive marketing communications from PYMNTS and to the sharing of your information with our sponsor, if applicable, in accordance with our Privacy Policy and Terms and Conditions. The artificial intelligence (AI) startup will show ads to all U.S. users of ChatGPT's free and Go versions, Reuters reported Saturday (March 21). The report added that OpenAI had recently integrated Critero, an ad-tech company that makes an interface for purchasing ads and improving targeting, into those versions of ChatGPT. A separate report this weekend from CNBC said that some advertisers are frustrated by what they see as the slowness of the ad program's rollout. OpenAI told the network the speed of the launch was intentional. "We're in the early testing phase of ads in ChatGPT, and the goal right now is to learn and refine the experience for consumers before expanding it more broadly," the company said. "We're encouraged by early signals from users and participating brands, and continue to see strong interest from advertisers." OpenAI announced plans to bring ads to ChatGPT in January, part of an effort to seek out new sources of revenue as use of ChatGPT has jumped. The startup is dealing with increasing computing costs and rising competition from other AI players. Recent research from PYMNTS Intelligence found consumer AI adoption of AI tools reaching a critical point: More than 6 in 10 adults in the United States turned to a dedicated AI platform last year at least one time, using the technology for everything from managing their finances and health to planning trips to shopping and writing. As PYMNTS wrote last month, this rises to around two-thirds among millennials and Gen Z, underlining how rapidly AI is becoming a part of life for younger consumers, many of whom have never lived in a world without the internet. "What's more, typical AI users aren't just sampling the technology occasionally," the report added. "We classify about 4 in 10 consumers as either 'mainstream' or 'power' users, meaning that they use AI frequently and for a wide range of tasks." And among these users, PYMNTS Intelligence research shows, ChatGPT is the most popular AI platform, with 80% of AI users turning to at least once, compared to 48% for Google Gemini and 30% for Microsoft Copilot. In announcing its ad plans, OpenAI pledged that the AI assistant's responses would be driven by "what's objectively useful," rather than by advertising. The company has said ads will be clearly labeled and separate from ChatGPT's organic answers.