TL;DR: OpenAI opened ChatGPT Ads Manager to every US advertiser on May 5, 2026, dropping the $200,000 minimum spend and cutting CPMs from $60 to roughly $25 as CPC bidding rolled out at $3 to $5 per click. With ChatGPT now reaching 900 million weekly active users, this guide walks through exactly how to set up your first campaign.
What Is OpenAI Ads Manager, and Why Does It Matter Now?
OpenAI didn’t ease into advertising. On February 9, 2026, it began showing sponsored placements to logged-in adult users on the Free and ChatGPT Go tiers in the US, a pilot restricted to a short list of brands willing to commit $200,000 minimum spend at a $60 CPM. Best Buy, Lowe’s, and VistaPrint were among the first advertisers in, running through holding-company partners Dentsu, Omnicom, Publicis, and WPP.
Eighty-six days later, on May 5, 2026, OpenAI opened the beta self-serve ChatGPT Ads Manager to every US business at ads.openai.com. The minimum spend disappeared. CPC bidding arrived alongside CPM. A Conversions API and pixel-based measurement went live. As of August 2026, the platform is active in nine markets: the US, UK, Canada, Australia, New Zealand, Japan, Korea, Brazil, and Mexico, with 31 European countries queued as “coming soon.”
That’s the fastest a major ad platform has gone from closed pilot to open self-serve in recent memory, and it’s why PPC teams that were still treating ChatGPT as a research-only channel need to revisit that assumption. This guide is a practical companion to our broader AI in PPC playbook. Use it to understand exactly how the platform works and how to get a campaign live without wasting your first test budget on avoidable mistakes.
How ChatGPT Ads Actually Work
Where ads show up
ChatGPT ads render as clearly labeled, subtly tinted boxes beneath AI responses, not as a separate results page and not interrupting the answer itself. Paid tiers (Plus, Pro, Business, Enterprise, Education) stay completely ad-free, which means the entire ad inventory sits inside the free and Go layer. That’s a meaningfully different audience than a typical Google Search campaign: colder intent, more price-sensitive, and, per OpenAI, no access to private conversation content for advertisers, only aggregated reporting.
Contextual targeting, not keyword bidding
There’s no keyword list to build here. OpenAI matches ads to the current conversation topic, a user’s chat history, and prior ad interactions. That’s closer to Google’s AI Max and Performance Max automated targeting layer than to classic exact-match keyword bidding, and philosophically adjacent to how Meta’s Advantage+ and Andromeda algorithm lean on behavioral signals over manual audience building. If your account structure still revolves around tightly grouped keyword themes, that muscle memory won’t transfer directly to ChatGPT Ads Manager. The unit of targeting is a conversation, not a query.
How to Set Up Your First Campaign in ChatGPT Ads Manager
The self-serve flow is closer to a modern paid social platform than to legacy Google Ads. Here’s the sequence.
Step 1: Get verified access at ads.openai.com
Create an account and submit for verification. OpenAI’s team manually reviews new advertisers before granting full platform access, so budget a few business days for this before you plan a launch date around it.
Step 2: Choose your objective and bidding model
OpenAI currently supports both CPM and CPC buying side by side, with more bidding models promised as measurement matures. Recommended starting CPC bids sit at $3 to $5 per click; CPM defaults to roughly $25 post-launch, down sharply from the $60 pilot rate. Pick CPC if you’re optimizing for traffic and have a conversion event to track; CPM still makes sense for pure reach or brand-awareness plays.
Step 3: Build creative for a conversational surface
Ad copy here needs to read like a helpful aside inside an answer, not a banner. Short, specific, benefit-led copy performs better than anything that reads like a display ad transplanted into a chat window. Treat it closer to a Demand Gen asset than a Search headline.
There is exactly one ad format right now, the chat_card: a “Sponsored”-labeled unit with a headline, a short description, a square image, a small favicon, and a CTA button, rendered beneath a relevant ChatGPT answer. There’s no video, carousel, or display option yet. Image specs are the one area of broad agreement across early reference guides: a square image, roughly 256×256 minimum with 512×512 recommended, plus a 128×128 favicon. Text limits are less settled, different agencies and reference sheets currently cite different character counts for the headline and body copy, so don’t build creative around a specific number you read somewhere. Use the live character counter inside OpenAI’s own ad builder as the source of truth, and keep the CTA to two to four words that name the next step plainly, “Get Pricing” rather than “Click Here.”
Step 4: Install the Conversions API and let OpenAI issue your pixel
OpenAI owns the pixel itself. Advertisers can’t generate one independently. Once you request tracking for a specific event (landing page views, product/catalog views, add-to-cart, purchase), OpenAI issues the pixel to you and the Conversions API (CAPI) reports back on post-click behavior. Get this wired up before you spend a dollar; without it you’re bidding CPC blind.
Step 5: Launch small, then scale on signal
Start with a limited test budget, a single objective, and one or two creative variants. Industry guidance converging around the platform’s first few months puts the floor for a statistically meaningful test at $1,000 to $1,500, run over a 30-day evaluation window. At a $3 to $5 CPC, that’s enough spend to generate roughly 125 to 300 clicks and a real read on cost per result, even though it’s still too small a sample to lock in a confident ROAS number. Because there’s no keyword-level lever to pull, your main early optimization tool is creative and bid, not audience segmentation, so isolate one variable at a time rather than changing bid and creative in the same week.
What ChatGPT Ads Cost Right Now
Pricing moved fast in the platform’s first three months, and it’s worth having both numbers in front of you when you set expectations internally.
| Phase | Date | Access | Pricing |
|---|---|---|---|
| Closed pilot | Feb 9, 2026 | Invite-only, holding-company partners | $60 CPM, $200,000 minimum spend |
| Self-serve beta | May 5, 2026 | Open to all US businesses | ~$25 CPM or $3 to $5 CPC, no minimum |
The clearest public performance data so far comes from a real estate marketing agency that spent $4,000 testing ChatGPT Ads Manager across five properties over 30 days in June 2026. Their CPC-bid campaigns produced a 1.15% average click-through rate against 0.74% on CPM-bid campaigns, a cost per website session of $4.63 on CPC bidding versus $10.06 on CPM, and 16 tracked conversions across the full test. Numbers like these will move fast as the auction matures and more advertisers pile in, so treat them as an early reference point, not a benchmark to plan a budget against.
Is ChatGPT Ads Manager Worth Testing for Your Brand Right Now?
The honest answer depends on funnel stage and audience overlap, not hype. Ecommerce brands with a distinct, ownable product (the kind of catalog-driven accounts we manage for entertainment and merchandise clients) tend to have creative that translates well into a conversational placement. Lead-gen categories, law firms among them, need to think harder about whether a free-tier ChatGPT user mid-conversation is a qualified prospect or just curious, since intent signals here don’t carry the same weight as a bottom-funnel Google Search query.
That same real estate test found ChatGPT engagement outperformed the parallel Meta campaigns on four of the five properties tested, but Meta still produced dramatically more of the conversions that actually mattered, a useful reminder that attention and conversion aren’t the same signal on a brand-new placement. The safer read right now is to treat ChatGPT Ads as an attention and awareness test, not a MOFU conversion replacement, until more accounts have run it long enough to prove otherwise.
If you’re weighing whether this is something to test in-house versus hand to a specialist, our take is laid out plainly in Will AI Replace PPC Agencies? The short version is that platform novelty is exactly where experienced management earns its keep, not where it becomes obsolete.
Where ChatGPT Ads Fit Into a Broader AI Ads Stack
Keep the channel in proportion. EMARKETER’s May 2026 forecast puts total US AI ad spending at $32.03 billion for 2026, and ads inside AI chatbots, ChatGPT included, account for less than $1 billion of that, roughly 3% of the category. More than 80% of AI-adjacent ad spend in 2026 is still flowing through traditional paid search listings that appear next to AI Overviews on Google, not inside chatbot conversations. EMARKETER projects chatbot advertising will grow to about 8% of AI ad spend by 2030, meaningful, but still a satellite channel relative to search.
That context matters for budget allocation: ChatGPT Ads Manager is a channel to test and layer in, not a channel to redirect your core search budget toward. For most of our clients, it sits downstream of the strategic groundwork covered in our AI PPC management services, alongside, not instead of, the automated layers inside Google’s AI stack and Meta’s AI advertising stack.
Mistakes to Avoid in Your First 90 Days
- Skipping the Conversions API setup. Bidding CPC without a wired conversion event means you’re optimizing on guesswork.
- Reusing Search or Display creative verbatim. Copy written for a results page reads as noise inside a conversation thread, and the chat_card format’s tight character limits punish anything written for a bigger canvas.
- Treating it as a keyword channel. There’s no keyword match type to fall back on. Contextual and conversational relevance is the whole game.
- Over-committing budget before measurement is proven out. Pricing and bidding options are still evolving; a small, structured test beats a large blind one.
- Ignoring funnel fit. A free-tier ChatGPT user is not automatically a bottom-funnel Google Search user. Plan creative and offer accordingly.
- Building creative around one source’s character-limit numbers. Published specs disagree with each other right now; check the live counter in the ad builder before locking a headline.
Related on iClick
Sources
- TechCrunch: ChatGPT Reaches 900M Weekly Active Users (Feb 27, 2026)
- PPC Land: OpenAI Opens ChatGPT Ads Manager to All US Businesses With CPC Bidding (May 2026)
- OpenAI: New Ways to Buy ChatGPT Ads
- Forbes: AI Ad Spending Will Reach $32 Billion in 2026 (Jul 14, 2026, citing eMarketer)
- eMarketer: US AI Advertising Forecast 2026
- Didoo: ChatGPT Ads Manager for Small Business, 2026 SMB Verdict (test budget and evaluation window guidance)
- Conversion Logix: We Spent $4,000 Testing ChatGPT Ads, Here’s What We Learned (Jun 2026 real estate campaign data)
Frequently asked questions
What is OpenAI Ads Manager?
OpenAI Ads Manager (also called ChatGPT Ads Manager) is the self-serve advertising platform OpenAI opened to all US businesses on May 5, 2026, at ads.openai.com. It lets advertisers buy CPM or CPC placements that appear as labeled ad boxes beneath ChatGPT responses on the Free and ChatGPT Go tiers, with a Conversions API for tracking post-click behavior.
How much do ChatGPT ads cost?
At the February 2026 pilot launch, CPMs were $60 with a $200,000 minimum spend. Since the May 2026 self-serve opening, the minimum was removed and CPMs have run closer to $25, with recommended CPC bids of $3 to $5 per click. Actual costs vary by vertical, creative, and competition. For a first test, industry guidance points to a $1,000 to $1,500 floor run over about 30 days to generate a statistically meaningful read.
Do ChatGPT ads use keyword targeting like Google Ads?
No. ChatGPT Ads Manager matches ads based on conversation context, chat history, and past ad interactions rather than keyword lists. This makes it closer in logic to Meta’s Advantage+ or Google’s automated AI Max and Performance Max targeting than to traditional exact-match keyword bidding.
Which businesses see ads in ChatGPT?
Only logged-in adult users on the Free and ChatGPT Go tiers see ads; paid tiers (Plus, Pro, Business, Enterprise, Education) remain ad-free. As of August 2026, Ads Manager is live in nine markets, including the US, UK, Canada, Australia, and Japan.
Should my business test ChatGPT Ads Manager now?
It depends on funnel fit. Ecommerce and catalog-driven brands tend to translate well into conversational placements; lead-gen categories should weigh whether free-tier ChatGPT intent matches their bottom-funnel qualification bar.
