Advertising in ChatGPT: how ChatGPT ads work

You can advertise in ChatGPT through OpenAI’s Ads Manager, which is still in beta. You bid on a CPM or CPC basis or let it optimize toward a conversion goal, your ads are only shown to users on the Free and Go plans, and you measure conversions with the OpenAI pixel and the Conversions API.

That is the short version. Below: what the ads are exactly, who does and does not see them, what drives the price, how to measure, and what it means for the other half of your visibility in ChatGPT: the answers that mention you without you paying for it.

In this series

• What ChatGPT ads cost
• Conversion tracking for ChatGPT ads
• ChatGPT ads or GEO: where does a dollar do the most?
• ChatGPT ads vs Google Ads
• Landing pages for ChatGPT ads
• GEO vs paid search
• Advertising in AI search engines

ChatGPT ads: where things stand in October 2026

Timeline

• February 2026: first test of ads in ChatGPT in the United States.
• May 2026: launch of the Ads Manager beta for US businesses, with conversion tracking and a pixel.
• May 2026: the pilot expands to the United Kingdom, Mexico, Brazil, Japan and South Korea.
• August 18, 2026: OpenAI announces the rollout to 31 European markets.
• August 31, 2026: the Ads Manager opens in beta for advertisers in those European markets.

Checked October 22, 2026 in Ads in ChatGPT: the basics: for CPC campaigns OpenAI recommends a maximum bid of $3 to $5 per click; for CPM it names no default amount.

What do ChatGPT ads look like?

Ads appear below ChatGPT’s answer, are labeled as ads and are separate from the content of that answer. There are two formats:

• Product ads: a product image with title and price, similar to Google Shopping product cards and fed by a product feed.
• Carousel: several options side by side when more than one product or offer fits.

So the distinction from an organic answer is visual and positional. ChatGPT gives its answer first, and below it is what was paid for. That is a fundamentally different model from a results page where ads sit above the organic results.

This ties into the wider move toward agentic commerce, where AI assistants do not only recommend but also help complete a purchase.

Who sees the ads?

This is the part most how-to guides skip, and it influences your budget choice the most.

• Yes: users with a free account and users on the Go plan.
• No: users on Plus, Pro, Business, Enterprise or Edu.
• No: accounts OpenAI identifies as minors, and temporary chats.

So the group that pays for ChatGPT never sees your ad. Among business users, a large share is in that group. With ChatGPT ads you buy reach among part of the audience; being named in the answer itself reaches everyone. That difference is worked out in ChatGPT ads or GEO.

Political ads are not allowed, and ads are not shown around sensitive topics.

What can you target?

Ads are matched to the context of the conversation: the topic someone is talking about at that moment, plus signals such as approximate location, device type, time and language. Targeting rules differ by region (in the European Economic Area, for example, past chats and saved memories are explicitly not used), so check OpenAI’s help center for the current rules in your market.

In practice: you do not buy an audience, you buy a conversation. The topic someone is busy with at that moment decides whether your ad fits, and that makes the match between the question and your landing page more important than in channels where you target profiles.

What does advertising in ChatGPT cost?

There are no fixed rates. You buy through an auction and choose your bidding model: CPM when you steer on reach, CPC when you steer on traffic, or optimization toward a measured conversion. OpenAI recommends a maximum bid of $3 to $5 per click for manual CPC bidding; for CPM campaigns you set a maximum bid yourself.

Early campaigns reported average cost per click of $2 to $5. Those are observations from a young auction, not a rate.

What you actually pay, what drives the click price and how the bidding models compare is in what ChatGPT ads cost.

How do you measure results?

OpenAI provides three instruments:

• OpenAI pixel: a script on your site that reports behavior after the click back to your campaign.
• Conversions API: a server-side connection for conversions that happen later or outside the browser.
• UTM parameters: supported, so you also find the traffic in your own analytics.

How to set that up, and why last-click attribution structurally underestimates ChatGPT’s effect, is in conversion tracking for ChatGPT ads.

What you need to start

Four things, in this order:

1. An advertising account with OpenAI.
2. The pixel on your site, and where needed a Conversions API connection for conversions outside the browser.
3. A landing page that answers the question from the conversation directly. See landing pages for ChatGPT ads.
4. A product feed, if you work with product ads. Make sure your structured data is in order, because it feeds both your organic mentions and your product cards.

What does this mean for your organic AI visibility?

This is the point most marketers overlook, and commercially it is the question that matters most.

Ads in ChatGPT do not replace the answer. They sit below it, labeled, and the content of the answer is not determined by them. So the user still reads first which businesses ChatGPT names on its own. That means three things:

• Being named is the only channel that reaches everyone. Paying users see no ads, but they do see the answer.
• An ad works for the questions you bid on. Being named happens for every question where you are relevant, including questions you never thought of.
• Stop paying and the ad is gone. A citation in an answer stays as long as your source is current and readable.

The practical conclusion: advertising is an accelerator, not a foundation. What you already earn organically, you do not need to buy. How to weigh the two in dollars is in ChatGPT ads or GEO.

Want to know for which questions ChatGPT mentions your business now? You measure that with a prompt tracker, which tests real prompts in ChatGPT, Gemini and Perplexity every day.

Sources for the dates and amounts: OpenAI’s help center on ads in ChatGPT and reporting on the rollout and the self-service Ads Manager. The page Ads in ChatGPT: the basics was checked again on October 17, 2026. The European self-serve launch: Digiday, August 31, 2026, checked October 29, 2026.