OpenAI adds visual ads and expanded measurement to ChatGPT
OpenAI introduced a visual ad format in ChatGPT on October 5, 2026, and announced expanded measurement tools for advertisers. The ads will initially be tested in the United States during image generation, while the measurement tools connect advertisers’ existing systems and partner services to ChatGPT Ads.

Key takeaways · 4
- 01
OpenAI says testing will begin later in October in the United States with an initial group of advertisers.
- 02
The ads are intended to appear during image generation, and OpenAI says they will be labeled and separate from the image being created.
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Businesses can sign up for ads today; measurement integrations include Hightouch, Tealium and LiveRamp.
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Advertisers can set a click-through attribution window and add one-day view-through attribution; those settings affect reporting, not campaign optimization.
A visual format for image generation
The ads use images to show product inspiration, how a product is used or experiences it could make possible.[2] OpenAI says the format is meant to help people discover brands, understand what makes an offering distinctive and decide what to buy.[2] The initial test will run during image generation in ChatGPT, with an initial group of advertisers in the United States beginning later in October.[2] OpenAI says ads will be clearly labeled and kept separate from the image being created, and that advertising does not influence ChatGPT’s answers.[2]
Measurement connections and attribution
OpenAI says its expanded measurement tools are designed to work with both in-house and partner-led solutions.[2] Integrations with Hightouch, Tealium and LiveRamp let advertisers send conversion data from their existing systems to ChatGPT Ads.[2] The pixel and Conversions API measure actions including purchases, leads, installs and sign-ups, while Event Quality Score is intended to help advertisers assess and improve their conversion signals.[1] Advertisers can select a click-through attribution window and add a one-day view-through window for conversions after an impression without a click; those settings change reporting, not campaign optimization.[1]
Early results are campaign-specific
OpenAI named measurement partners including AppsFlyer, Triple Whale, Adjust, DV Rockerbox, Northbeam, Branch, Singular, Kochava, Airbridge and Tenjin, alongside full-funnel and advanced measurement partners Fospha, Measured and INCRMNTAL.[2] It is also working with Haus, Measured and WorkMagic on early-stage geo-based experiments to measure causal impact.[2] DV Rockerbox reported that WeightWatchers’ attributed cost per acquisition on ChatGPT Ads was 15.3% below its blended paid-search benchmark.[2] WorkMagic reported statistically significant lift for Dose, with 67% of incremental purchases coming from new customers; its geo-lift study estimated 2.3 times more incremental orders than last-click attribution captured.[2][1]
Guardrails and advertiser access
Businesses can sign up for ads today.[2] OpenAI says its placement guardrails assess whether a conversation is appropriate for advertising and aim to exclude emotionally vulnerable, sensitive or otherwise unsuitable contexts.[2] The company says it uses automated review, human oversight and ongoing monitoring to identify policy violations and improve safeguards.[2] Qualifying advertisers with narrow placement requirements tied to their own policies can use Negative Phrases, and independent partners can assess brand-safety standards in a controlled environment without access to private user conversations.[2] IAS will independently evaluate how the safeguards perform across a broad and evolving range of scenarios.[2]
For marketing teams, the announcement adds a visual placement and more ways to connect conversion data and evaluate campaign outcomes. Teams should distinguish reported attribution from causal lift, and treat the early case results as specific to the campaigns and methods described.
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5 October 2026
OpenAI adds visual ads and expanded measurement to ChatGPT
Sources
- OpenAI Introduces Visual ChatGPT Ad Format and Expanded Measurement – Unite.AIunite.ai
- Building advertising for the way people use AI | OpenAIopenai.com
- OpenAI is sticking more ads in ChatGPT | The Vergetheverge.com
- OpenAI launches visual ads that appear alongside image generation results | TechCrunchtechcrunch.com
- OpenAI makes ChatGPT Ads more measurable — and more visualdigiday.com