OpenAI Launches Visual Ads in ChatGPT, Expands Measurement Tools

Overview

OpenAI has officially introduced a new visual advertising format within ChatGPT, marking a significant expansion of its commercial ecosystem. This launch is accompanied by enhanced measurement tools and strategic partnerships designed to help businesses better understand the impact of their advertising spend on the world’s largest AI-native consumer platform.

With 1.2 billion weekly active users, ChatGPT has established itself as a primary destination for consumers exploring ideas, making decisions, and discovering products. The company states that this advertising capability is central to its mission, allowing it to serve a broader market than subscriptions alone while providing brands with a novel channel to reach users in context.

The new visual ads will initially appear during image generation tasks, offering advertisers a creative way to showcase products through inspiring imagery. OpenAI emphasizes that these advertisements remain distinct from the generative content and do not influence the AI’s responses or search results. Testing is set to begin in the United States later this month with an initial cohort of partners.

Bringing Products and Services to Life

The introduction of visual ad formats represents a shift toward more immersive advertising experiences within conversational AI. Rather than relying solely on text-based prompts, these ads utilize images to illustrate product inspiration, usage scenarios, or the experiences associated with a brand. This approach aims to help users visualize how a product or service might fit into their lives, thereby facilitating a more intuitive discovery process.

Currently, the test phase focuses on integration within the image generation workflow in ChatGPT. When users generate images based on certain prompts, relevant visual ads may appear alongside the results. These advertisements are clearly labeled to ensure transparency and are kept separate from the actual generated imagery. OpenAI maintains that the presence of ads does not alter the quality or nature of the AI’s answers, preserving the integrity of the user experience.

ChatGPT reaches 1.2 billion people each week, making it the world’s largest AI-native consumer platform. Advertising helps us bring the benefits of AI to more people.

This format offers advertisers new opportunities to tell their stories visually, particularly in contexts where users are actively seeking inspiration or solutions. By appearing during creative tasks, brands can engage with users at a moment of high intent and imagination. The company notes that this method allows for a natural intersection between user creativity and commercial offerings, potentially driving higher engagement rates compared to traditional display advertising.

While the initial rollout is limited to the US market and a select group of advertisers, the company plans to expand the scope based on performance data and user feedback. The goal is to refine the balance between monetization and user experience, ensuring that advertising adds value rather than creating friction in the conversation.

Measuring the Impact of ChatGPT Ads

Understanding the return on investment for advertising on ChatGPT is a priority for OpenAI, which has significantly expanded its measurement tools and partner ecosystem. The platform now supports integrations with major data infrastructure partners such as Hightouch, Tealium, and LiveRamp. These partnerships simplify the process for advertisers to send conversion data from their existing systems directly into ChatGPT Ads, facilitating more accurate tracking and analysis.

In addition to data infrastructure, OpenAI has secured support from leading attribution partners across both web and app environments. Advertisers can now utilize Conversions API, reporting, and click attribution solutions through companies including AppsFlyer, Triple Whale, Adjust, DV Rockerbox, Northbeam, Branch, Singular, Kochava, Airbridge, and Tenjin. Furthermore, collaborations with full-funnel measurement specialists like Fospha, Measured, and INCRMNTAL provide deeper insights into customer journeys.

Incrementality measurement is also gaining traction, with OpenAI partnering with Haus, Measured, and WorkMagic to explore geo-based experiments. These studies aim to isolate the causal impact of ChatGPT Ads on business outcomes, helping advertisers distinguish between organic demand and incremental lift driven by advertising.

Early findings from partner tests highlight strong performance metrics across various industries. According to DV Rockerbox, WeightWatchers achieved a cost per acquisition that was 15.3% lower than its blended paid-search benchmark on ChatGPT. WorkMagic reported statistically significant lift for wellness brand Dose, noting that 67% of incremental purchases came from net-new customers. Additionally, Triple Whale data indicated that 93% of visitors to Portland Leather’s site from ChatGPT Ads were new to the brand.

Early partner findings illustrate strong performance across different measurement approaches. According to DV Rockerbox, WeightWatchers’ attributed cost per acquisition on ChatGPT Ads was 15.3% lower than its blended paid-search benchmark.

These results suggest that AI-native advertising can deliver efficient customer acquisition, particularly for brands seeking to reach new audiences. OpenAI plans to publish more detailed case studies and measurement methodologies on its Ads Blog to further educate advertisers on optimizing their strategies within the platform.

Building Confidence in Brand Safety and Suitability

As advertising scales within AI-driven environments, maintaining brand safety and suitability is paramount. OpenAI has implemented rigorous advertising policies and guardrails designed to protect users and preserve trust. These safeguards include automated reviews and human oversight to identify and address policy violations, ensuring that ads are placed in appropriate contexts.

A key feature of this safety framework is the assessment of conversation context. OpenAI’s systems evaluate whether a discussion is suitable for advertising, helping to prevent ads from appearing in emotionally vulnerable, sensitive, or otherwise inappropriate settings. For advertisers with specific placement requirements, Negative Phrases are now available to qualifying partners, allowing them to exclude their brands from certain topics or conversations.

To further enhance transparency, OpenAI is developing brand suitability evaluation pilots with industry leaders DoubleVerify (DV) and Integral Ad Science (IAS). These independent partners will assess how OpenAI’s brand safety standards are applied in controlled testing environments. Importantly, this process is designed to protect user privacy, as the evaluations do not involve access to private user conversations.

“As advertising expands into AI-native environments, marketers need confidence that brand safety protections are durable, consistent, and built to operate at scale. IAS’s independent evaluation will assess how OpenAI’s safeguards perform across a broad and evolving range of scenarios.” — Lidiane Jones, CEO of Integral Ad Science

Mark Zagorski, CEO of DoubleVerify, highlighted the unique challenges of advertising in conversational AI. He noted that context in ChatGPT is defined by the conversation itself rather than a static page or video. Independent measurement is essential to help advertisers understand how to align with their suitability goals while respecting user privacy.

These initiatives reflect OpenAI’s commitment to building a sustainable advertising ecosystem that benefits both brands and users. By prioritizing safety, transparency, and advanced measurement, the company aims to set a standard for advertising in emerging AI-native platforms.