Click Track Data & Marketing
Written from inside the Ads Manager beta

ChatGPT Ads, explained by someone who has actually logged in

What the format is, who sees it, why the targeting is not keywords, what the beta can and cannot measure, and the categories of business we currently tell to wait. Sourced and dated throughout.

Quick Answer

ChatGPT ads are sponsored units that appear below a ChatGPT response for logged-in adult users on the Free and Go tiers; OpenAI began testing them in the US on 9 February 2026 and opened a self-serve Ads Manager beta on 5 May 2026. Targeting is not keyword-based — advertisers supply ad-group-level context hints, which OpenAI says are not exact-match keywords and do not guarantee delivery — and delivery is decided by a relevance-weighted second-price auction with CPM and CPC buying. Because paid ChatGPT tiers show no ads at all, the inventory reaches consumers far better than it reaches business decision-makers.

Looking for how to turn ChatGPT ads off?

Short answer, and it costs you nothing to know: ads only serve to logged-in adult users on the Free and Go tiers. Plus, Pro, Business, Enterprise and Education accounts show no ads at all, and accounts registered to users under 18 are excluded. There is no separate ad toggle to find — the tier is the setting.

The rest of this page is for the other kind of visitor: people deciding whether to buy these ads. If that is you, read on.

This is the buying platform, from the inside

Most pages about ChatGPT ads are written from press coverage. This one is written with the Ads Manager open. OpenAI still labels it “Ads Manager Beta” in its own documentation.

The ChatGPT Ads Manager beta interface, showing campaign objectives, bidding controls and ad group setup inside OpenAI's self-serve advertising platform
ChatGPT Ads Manager, still labelled beta by OpenAI (August 2026). Interfaces change — this is what we were looking at when this page was written.

How advertising on ChatGPT actually works

Six mechanics that differ enough from Google Ads and Meta that assuming otherwise will cost you money.

One unit, below the answer

Advertiser name, favicon, title, ad copy, landing page and image. Labelled “Sponsored” and visually separated from ChatGPT’s response. There is no in-answer placement and no page of competing slots.

Context hints, not keywords

Targeting is set per ad group as natural-language “context hints” describing relevant topics. OpenAI states these are not exact-match keywords and do not guarantee delivery. Geography, platform (iOS / Android / web) and custom audiences sit alongside them.

Relevance-weighted second-price auction

Delivery is decided by relevance as well as bid, and the winner pays second-price. Outbidding the market does not buy your way past a poor topical fit.

CPM and CPC buying

Reach campaigns buy on CPM, Clicks campaigns on CPC, with oCPC for product feeds since 7 August 2026. OpenAI recommends a starting maximum bid of $3–$5 per click.

Free and Go tiers only

Ads serve to logged-in adult users on Free and Go. Plus, Pro, Business, Enterprise and Education see none. That single fact determines who you can and cannot reach.

Hard content limits

Political advertising is not permitted at all, and ads are barred from serving in physical health, mental health and political contexts — which removes the most relevant conversations for several whole categories.

We will not quote you a minimum spend

The published figures contradict each other completely. Numbers as high as $200,000 and $50,000 (the latter reportedly eliminated) have circulated, alongside a $25/day figure, while OpenAI’s own documentation indicates no minimum at all. These cannot all be true, and we have no way to reconcile them from outside.

So: there is no published minimum we will stand behind. Verify the requirement in the Ads Manager signup flow for your own account and market before you plan a budget — and treat any agency that quotes a firm number as guessing.

What we can give you is OpenAI’s own bid guidance: start at a $3–$5 maximum CPC on Clicks campaigns.

The timeline, with sources

Ads in ChatGPT are months old, not years. Anyone claiming deep historical expertise is claiming something that cannot exist yet.

9 Feb 2026

Ads launch in the US

OpenAI begins testing ads in ChatGPT for logged-in adult users in the United States, on the Free and Go tiers only. Plus, Pro, Business, Enterprise and Education are excluded, as are accounts registered to under-18 users.

Source: openai.com/index/testing-ads-in-chatgpt/

26 Mar 2026

First international expansion announced

Canada, Australia and New Zealand are announced as the first markets outside the United States.

Source: OpenAI announcement

5 May 2026

Self-serve Ads Manager opens in beta

OpenAI launches the ChatGPT Ads Manager in beta with CPC bidding, a Conversions API and a measurement pixel — the point at which advertisers outside the launch holding companies could buy directly.

Source: openai.com/index/new-ways-to-buy-chatgpt-ads/

7 Aug 2026

oCPC added for product feeds

An optimized-CPC bidding option arrives in the beta for product-feed campaigns.

Source: OpenAI Ads Manager release notes

11 Aug 2026

Nine markets live

Ads are live in the US, Canada, Australia, New Zealand, the UK, Mexico, Brazil, Japan and South Korea. OpenAI's own help documentation still calls the buying platform “Ads Manager Beta.”

Source: help.openai.com — Ads in ChatGPT: the basics

Reported, not confirmed

Trade press has reported a multi-product carousel format, a roughly 1.30% click-through rate, observed CPCs around $4.42–$4.88, and expansion to 31 European countries from 24 August 2026. We have not verified any of those against an OpenAI source, so treat them as unconfirmed and do not plan a budget on them. OpenAI has separately named Dentsu, Omnicom, Publicis and WPP as launch agency partners, with Adobe, Criteo, Kargo, Pacvue and StackAdapt as technology partners.

The part most agencies will not tell you: B2B is reportedly weak

Ads serve only to Free and Go tier users. The people who sign off on software, professional services and agency retainers disproportionately sit on Plus, Pro, Business or Enterprise seats — which show no ads at all. That is not a targeting problem an agency can optimize around; it is the shape of the inventory.

Reported B2B performance has been weak, and the structural explanation above is the obvious reason. If you sell to businesses, our honest recommendation today is usually to wait — and we would rather say that here than after you have funded a quarter of testing.

Controls the beta does not have

No documented demographic targeting.

No lookalike audience building.

No site-retargeting of your own past visitors.

No documented multi-day attribution windows.

No lift studies.

No published minimum spend we are willing to quote — sources contradict each other outright.

If your acquisition model depends on retargeting warm traffic or modelled lookalikes, no agency can configure around a control the platform has not shipped.

How to run a ChatGPT ads campaign today

Five steps, in order. The first one is the one that saves the most money.

01

Screen whether you should advertise at all

Before anything is built we check three disqualifiers: whether your buyer plausibly sits on a Free or Go tier account, whether your market is live for ads, and whether your category runs into OpenAI's restrictions on physical health, mental health and political contexts. If any of those fail, we say so and recommend against a test rather than spending your budget to prove it.

02

Write context hints, not keywords

Targeting is set at the ad-group level with context hints — descriptions of the topics and situations where the ad belongs. OpenAI is explicit that these are not exact-match keywords and do not guarantee delivery. That means the craft is describing intent in natural language rather than harvesting query lists, and nobody has years of muscle memory for it yet.

03

Build for one unit, not a page of formats

There is one placement: advertiser name, favicon, title, copy, landing page and image, labelled Sponsored, below the response. There are no extensions, sitelinks or format tests to hide behind. Creative and landing-page relevance carry the entire campaign, which is why we treat the ad copy and destination as one artifact rather than two.

04

Bid into a relevance-weighted second-price auction

Delivery is decided by a relevance-weighted second-price auction across CPM (Reach) and CPC (Clicks) objectives, with oCPC available for product-feed campaigns since 7 August 2026. OpenAI recommends starting at a $3 to $5 maximum CPC. We start there, hold it, and let relevance rather than bid inflation do the work.

05

Measure outside the platform

We deploy the measurement pixel and the Conversions API for server-side events, then reconcile against your CRM. Because the beta has no documented multi-day attribution windows or lift studies, in-console numbers are treated as directional only. The number we report to you is the one your CRM can confirm.

What an agency can honestly do on this platform

Three things — and one of them is telling you no.

Suitability screening first

The most valuable thing we do on ChatGPT Ads is sometimes tell you not to buy. Free-and-Go-only inventory, nine live markets and health/political context exclusions disqualify a real share of businesses. We check that before a campaign is built, not after a month of spend.

Context-hint strategy and creative

Nobody has years of muscle memory for a non-keyword, single-format, relevance-weighted second-price system — the platform is months old. What transfers is disciplined intent description, one-artifact creative-plus-landing-page work, and the patience to let relevance rather than bid inflation win the auction.

Measurement that survives the beta

Pixel plus Conversions API for server-side events, oCPC where a product feed justifies it, and reconciliation against your CRM — because with no documented attribution windows or lift studies, in-console numbers are directional at best.

If you want the service version of this rather than the explainer, that lives on our ChatGPT Ads management page.

For most local businesses, organic ChatGPT citation is the bigger opportunity

Ads reach the Free and Go tiers, in a handful of markets, through a beta control set with no retargeting and no lift measurement. Being the business ChatGPT names when someone asks for a recommendation reaches every tier — including the paid ones where the decision-makers are — does not stop when the budget stops, and compounds month over month.

That work is Answer Engine Optimization. It is not a guarantee of anything: model output is non-deterministic, the same question can produce different answers on different days, and nobody can promise you a citation. What it is, for most of the local and service businesses that come to us asking about ChatGPT ads, is the better first dollar.

What working with us costs

Flat monthly fees, published up front. Websites are $297/mo on a 12-month minimum. Foundational engagements run $2,000–$3,500/mo on a 90-day minimum, and $5,000/mo adds social with Buzz Marketing Co. A standalone AEO add-on starts at $1,500. Media spend on ChatGPT Ads is separate and goes to OpenAI, not to us.

You own your website and your ad accounts, on the way in and on the way out. Founder David Esau is a former Google Partnerships and Technical Account Manager, and the agency is rated 5.0 on Google.

ChatGPT Ads: Frequently Asked Questions

ChatGPT ads are sponsored placements that appear below a ChatGPT response for logged-in users on the Free and Go tiers. OpenAI began testing them in the United States on 9 February 2026. A single ad unit shows the advertiser name, favicon, a title, ad copy, a landing page and an image, is labelled "Sponsored", and is visually separated from ChatGPT's answer. Ads are bought through the ChatGPT Ads Manager, which OpenAI launched in beta on 5 May 2026 and still labels "Ads Manager Beta" in its own documentation as of early August 2026.
Ads appear only for logged-in adult users on the Free and Go tiers. ChatGPT Plus, Pro, Business, Enterprise and Education accounts do not show ads, and accounts registered to users under 18 are excluded. So the reliable way to stop seeing ads is to be on a paid tier above Go. If you are on Free or Go in a market where ads have rolled out, you should expect to see sponsored units under some responses.
Ads launched in the United States on 9 February 2026. OpenAI announced expansion to Canada, Australia and New Zealand on 26 March 2026, and as of 11 August 2026 ads were also live in the United Kingdom, Mexico, Brazil, Japan and South Korea. Trade press has REPORTED a further expansion to 31 European countries from 24 August 2026; that has not been confirmed against an OpenAI announcement here, so treat it as unconfirmed.
No. This is the single biggest misconception. Instead of keywords, advertisers supply ad-group-level "context hints" — short descriptions of the topics and situations where the ad is relevant. OpenAI states explicitly that context hints are not exact-match keywords and do not guarantee delivery. Alongside context hints you get geographic targeting, platform targeting (iOS, Android, web) and custom audiences. Delivery is decided by a relevance-weighted second-price auction, so the highest bid does not automatically win the placement.
OpenAI's Ads Manager supports CPM buying (Reach objective) and CPC buying (Clicks objective), and OpenAI recommends starting with a maximum bid of $3 to $5 per click. An oCPC option for product-feed campaigns was added to the beta on 7 August 2026. On observed clearing prices, trade press has REPORTED CPCs in roughly the $4.42 to $4.88 range — that is reported, not OpenAI-published, so budget from your own data rather than from that number.
There is no minimum we are willing to publish, because the available sources flatly contradict each other — figures from $200,000 and $50,000 (reportedly eliminated) down to $25 per day have circulated, while OpenAI's own documentation indicates no minimum. Anyone quoting you a firm number is guessing. Verify the current requirement inside the Ads Manager signup flow for your account and market before you plan a budget.
A single unit rendered below the ChatGPT response, not inside it. It contains the advertiser name, the advertiser favicon, a title, ad copy, a landing page URL and an image. It carries a "Sponsored" label and is visually separated from the answer. There is no ad-in-answer placement and no multi-slot auction page like a search results page. A multi-product carousel variant has been REPORTED by trade press but is not something we can confirm from OpenAI's own materials.
Reportedly not well, and the reason is structural rather than tactical. Ads serve only to Free and Go tier users. The people who approve B2B software, services and agency contracts disproportionately sit on Plus, Pro, Business or Enterprise seats, which show no ads at all. If your buyer is a director-level or above decision-maker at a company that pays for ChatGPT, the ad inventory largely cannot reach them. We would rather tell you that before you fund a test than after.
Partly. The beta Ads Manager ships a measurement pixel and a Conversions API for server-side event reporting, plus oCPC bidding for product-feed campaigns as of 7 August 2026. What is not there yet: documented multi-day attribution windows and lift studies. Practically, that means you should treat ChatGPT Ads reporting as directional and confirm outcomes in your own CRM and analytics rather than trusting the platform's in-console numbers on their own.
As of the current beta there is no documented demographic targeting, no lookalike audience building, and no site-retargeting of your own past visitors. There are also no documented multi-day attribution windows or lift studies. If your acquisition model depends on retargeting warm traffic or on modelled lookalikes, ChatGPT Ads cannot replicate that today, and no agency can configure around a control the platform has not shipped.
Political advertising is not permitted at all. Beyond that, OpenAI bars ads from serving against physical health, mental health and political contexts, which materially affects healthcare, wellness, therapy and supplement advertisers — the conversations most relevant to those businesses are exactly the ones ads are kept out of. Screen for this before you build creative, not after a disapproval.
It depends on who you sell to. If you sell consumer or local services to a broad adult audience in a live market, a controlled test is reasonable — the format is uncrowded and the auction is young. If you sell B2B, or you depend on retargeting and lookalikes, or you operate in health or political contexts, our honest answer today is to wait and put the budget somewhere it can compound. We will tell you that on a call rather than sell you a campaign that cannot work.
For most local and service businesses right now, yes. Ads reach only the Free and Go tiers, in a limited set of markets, with a beta control set. Organic citation — being the business ChatGPT names when someone asks for a recommendation — reaches every tier including the paid ones, does not stop when the budget stops, and compounds. That work is Answer Engine Optimization, and it is where we would point most of the businesses that come to us asking about ChatGPT ads.
OpenAI named Dentsu, Omnicom, Publicis and WPP as launch agency partners, plus Adobe, Criteo, Kargo, Pacvue and StackAdapt as technology partners. Independent agencies including Click Track Marketing have self-serve access through the Ads Manager beta. Because the platform is months old, nobody — holding company or independent — has years of ChatGPT Ads experience. What matters is whether your agency has actually logged into the platform and can show you the interface.
Free Audit · No Obligation

Want to know exactly which marketing is making you money?

Get a free attribution audit — we'll show you where your leads and revenue actually come from. Answer two quick questions to start.

Protected by reCAPTCHA. The Google Privacy Policy and Terms of Service apply.

Not sure whether ChatGPT ads fit your business?

Tell us who you sell to and we'll tell you straight — including if the answer is that the inventory can't reach your buyer yet and your budget belongs somewhere else.

They set up automation for every pipeline stage, so nothing falls through the cracks. David and his team are genuinely invested in our success.

Christopher Whitney · Google Review