OpenAI Expands ChatGPT Ads With Visual Formats and Third-Party Measurement

OpenAI is expanding its ChatGPT Ads offering by introducing visual ad formats, enhancing measurement capabilities, and establishing brand suitability measures. This update progresses beyond the platform's previous advertising formats, providing advertisers with more options for assessing creative performance and attribution within ChatGPT. According to OpenAI's announcement, the company will introduce visual ads within the ChatGPT interface while simultaneously developing tools for measurement and brand suitability.

The main change for advertisers isn't just the visual creative aspect. OpenAI will complement the format expansion with an infrastructure for measurement that supports first-party conversion tracking and third-party attribution. Combining these elements could make ChatGPT Ads more practical for teams aiming to link ad exposure with tangible business outcomes rather than solely relying on platform reporting.

The three interconnected components of the expansion are visual advertising, expanded measurement, and brand suitability work. OpenAI hasn't presented these as separate products; instead, they form part of a broader strategy to create advertising tailored to how people interact with AI interfaces. Industry coverage from TechCrunch suggests the visual format will undergo testing in a U.S. beta and could potentially appear alongside image-generation results, with a rollout expected later in October 2026.

Currently, image-generation flows are inherently visual, which could make visual units more naturally integrated into these experiences compared to text-only placements. However, OpenAI has not disclosed every placement, creative specification, or targeting option.

Earlier, ChatGPT Ads featured various formats, but the new visual ad format in the ChatGPT interface marks an advancement. Additionally, the newly announced expansion introduces conversion measurement tools like the ChatGPT Ads Measurement Pixel and Conversions API, as well as expanded measurement tools and partnerships, including Mobile Measurement Partner integrations such as AppsFlyer.

These enhancements are geared towards third-party attribution for mobile advertising use cases, offering advertisers a familiar system to evaluate campaign outcomes. However, OpenAI has not disclosed a comprehensive list of partners, reporting metrics, or attribution rules.

For creative and campaign planning, visual ads necessitate a new creative approach for advertisers working with ChatGPT Ads. A campaign previously focused on copy and landing-page performance might now require visual assets suitable for an AI-driven interface, particularly in image-generation experiences. Businesses should refrain from presuming that visual ads merely replicate conventional display advertising, as ChatGPT is a conversational product with undisclosed creative formats, placement rules, or user interaction models.

Advertisers should therefore view early planning as preparatory work rather than a reason to redesign their entire paid-media strategy around unannounced specifications.

The practical work will involve reviewing existing images and product visuals to see if they can support a ChatGPT ad test, identifying conversion events that can be measured through the Measurement Pixel, Conversions API, or a relevant Mobile Measurement Partner integration, setting a consistent attribution approach for comparing ChatGPT Ads with other paid channels, defining brand suitability requirements and monitoring OpenAI’s forthcoming guidance, and reserving test budget for creative production, tracking setup, and performance analysis.

OpenAI hasn't provided ad pricing, minimum budgets, or a detailed timeline for broad availability, leaving these aspects commercially important for advertisers.