OpenAI expands ChatGPT ads with visual formats and new measurement tools
OpenAI expands ChatGPT ads with visual formats and new measurement tools, help advertisers enhance campaign tracking & performance analysis
October 15, 2026
OpenAI announced on October 5 that it would test a new visual advertising format in ChatGPT in the United States later this month, while expanding measurement partnerships to help advertisers evaluate campaign performance. The move adds a new format to ChatGPT’s advertising offering and addresses a central question for marketers: whether conversational AI can become a measurable advertising channel.
OpenAI is expanding ChatGPT advertising beyond ad formats to include tools for measuring campaign outcomes and evaluating ad placements. These capabilities could help marketers assess whether the platform generates incremental conversions, or additional actions attributable to advertising, and meets brand-suitability requirements. Their value will depend on campaign performance and the reliability of measurement.
Key takeaways
- OpenAI plans to test visual ads during ChatGPT’s image-generation experience in the US.
- Measurement integrations are intended to help advertisers connect campaign activity with conversion data and assess incremental results.
- Measurement partners have reported early campaign results involving WeightWatchers, wellness brand Dose and Portland Leather.
- OpenAI is developing brand-suitability evaluation pilots with DoubleVerify and Integral Ad Science.
What is changing in ChatGPT advertising?
The proposed visual format is designed to showcase products and services through imagery during ChatGPT’s image-generation experience. OpenAI says the ads will be clearly labeled and kept separate from images generated by ChatGPT. The initial test is planned for users on the Free and Go plans in the United States.
The format remains in testing. Its broader availability and performance have yet to be established.
How will OpenAI expand advertising measurement?
OpenAI is expanding integrations intended to help advertisers connect ChatGPT campaigns with existing marketing data and evaluate their outcomes.
The company is working with customer-data providers Hightouch, Tealium and LiveRamp. Its measurement ecosystem also includes attribution and reporting providers such as AppsFlyer, Triple Whale, Adjust, Northbeam, Branch and Singular. Attribution is the process of assigning credit for a conversion, such as a purchase or sign-up, to an advertising interaction or other marketing activity.
For broader campaign evaluation, OpenAI is working with Fospha, Measured and INCRMNTAL. It is also exploring geographic experiments with Haus, Measured and WorkMagic to assess advertising’s incremental impact, meaning the additional results generated by a campaign.
These tools are intended to help advertisers assess whether campaigns produce outcomes beyond recorded impressions and clicks.
What do early ChatGPT Ads results show?
OpenAI cited results reported by measurement partners to illustrate early campaign performance. DV Rockerbox reported that WeightWatchers’ attributed cost per acquisition (CPA), or advertising cost per acquired customer, on ChatGPT Ads was 15.3% lower than its blended paid-search benchmark.
WorkMagic reported a statistically significant lift for wellness brand Dose, with 67% of incremental purchases coming from new customers. Triple Whale reported that 93% of Portland Leather’s visitors from ChatGPT Ads were new to the brand.
These figures come from individual campaigns and partner-reported measurement methods. They do not establish that ChatGPT Ads consistently outperforms search advertising or other established channels.
What tools are available to advertisers?
OpenAI Ads Manager Beta supports campaign creation, bidding, billing and reporting. Its campaign creation guidance describes objectives based on views, clicks and conversions, with billing determined by the selected campaign model.
OpenAI recommends an initial maximum cost-per-click (CPC) bid of $3 to $5 for click campaigns. This is a bidding recommendation, not a guaranteed price. Actual costs depend on auction conditions and campaign delivery.
“As advertising expands into AI-native environments, marketers need confidence that brand safety protections are durable, consistent, and built to operate at scale,” said Lidiane Jones, CEO of Integral Ad Science.
Mark Zagorski, CEO of DoubleVerify, said conversational AI presents a different advertising context from web pages and videos. He said independent measurement could help advertisers assess whether ad placements align with their brand-suitability requirements while respecting user privacy.
OpenAI is also developing brand-suitability evaluation pilots with DoubleVerify and Integral Ad Science. These initiatives are intended to give advertisers more information about the contexts in which their ads may appear.
Why measurement matters for advertisers?
For marketing teams, the practical question is whether ChatGPT campaigns can deliver measurable outcomes that can be compared with results from other advertising channels. Conversion tracking and incrementality testing can help advertisers evaluate whether campaigns generate additional customers, rather than simply capturing demand that already existed..
