How Can Businesses Advertise on ChatGPT?
Businesses can now advertise on ChatGPT through OpenAI's new Ads Manager, which serves sponsored recommendations at the bottom of AI-generated responses to free and Go-tier users in the US. Ads are clearly labeled "Sponsored," matched to the topic of the conversation, and do not influence the answers ChatGPT gives. To run a campaign, you create an advertiser account at chat.openai.com/ads, complete business verification (3 to 7 days), install the ChatGPT Pixel on your site, and configure budgets, bids, and creative inside the self-serve portal.
This is the first time advertisers can buy placements directly inside an AI chatbot at scale. OpenAI launched the test on February 9, 2026 with partners including Target, Adobe, Williams-Sonoma, and Albertsons. The self-serve Ads Manager is now rolling out to SMBs and mid-market companies that want to reach the roughly 800 million weekly ChatGPT users on free tiers.
What ChatGPT Ads Actually Look Like
ChatGPT ads are not banners, popups, or interruptive video. They appear as sponsored recommendations placed below the model's organic answer, visually separated and labeled as advertising. If a user asks "what's a good CRM for a 10-person sales team," the AI gives its recommendation, then a sponsored card from a relevant CRM advertiser may appear below.
Three things matter about this format:
- Answers come first. OpenAI has stated publicly that ads do not influence ChatGPT's responses. The organic answer is generated independently, then a relevant ad is selected to appear after it.
- Context is the targeting signal. There are no keywords to bid on in the Google Ads sense. Instead, OpenAI matches ads to the topic and intent of the conversation.
- Only some users see ads. Free and ChatGPT Go tier users in the US see ads. Plus, Pro, Business, Enterprise, and Education users do not. This skews the audience toward consumers and curious-browser SMB owners rather than locked-in enterprise buyers.
Who Should Care About ChatGPT Ads in 2026
Not every business should rush in. Here is who benefits most from being early:
| Business Type | Why It Fits | Why It Might Not |
|---|---|---|
| Local services (HVAC, dental, legal) | Users ask ChatGPT for recommendations by city | Setup overhead is high relative to ad spend |
| E-commerce with clear product fit | Conversational queries map well to product categories | Margins must support a $60+ CPM environment |
| B2B SaaS for SMBs | Buyers already use ChatGPT for vendor research | Self-serve sales cycle needed; enterprise users do not see ads |
| Professional services agencies | High-intent queries like "best agency for X" | Requires strong landing page conversion to justify CPM |
| Local restaurants and retail | Strong fit for "near me" style intents | Limited control over geographic targeting in early beta |
The honest answer for most SMBs: ChatGPT ads are worth testing if you already run paid search profitably and your average customer value supports the higher CPM. If you cannot make Google Ads work, ChatGPT ads will not save you.
How Much Do ChatGPT Ads Cost?
Pricing in the early launch ran around $60 per thousand impressions (CPM) for the managed program, with a $200,000 minimum commitment to access the original beta. That managed tier is roughly 3x the average Meta CPM and meaningfully higher than Google Display.
The self-serve Ads Manager is more accessible. Advertisers can set their own monthly budget caps, bids, and pacing without the six-figure minimum. Pricing in self-serve still trends higher than legacy platforms because inventory is limited and demand from major brands is high. Expect effective CPMs in the $30 to $80 range for the first 12 months, with downward pressure as inventory expands.
Budget guideline for testing: $5,000 to $15,000 over 60 days is enough to gather meaningful conversion data on a single product or service. Less than that and the data is too noisy to make decisions.
Step-by-Step: Setting Up Your First ChatGPT Ad Campaign
Here is the actual sequence of steps to get a campaign live:
- Create an advertiser account. Go to chat.openai.com/ads and click "Start Advertising." You can use your existing OpenAI login.
- Submit business verification. OpenAI manually reviews every advertiser. You will need business registration documents, domain ownership proof, tax identification (or international equivalent), and detailed product/service information. Approval takes 3 to 7 business days.
- Pick a business category. OpenAI uses a taxonomy of 400+ categories. Pick the most specific match. Category choice influences ad eligibility and which conversations your ads can appear in.
- Install the ChatGPT Pixel. A snippet of JavaScript on your conversion pages (checkout, lead form thank-you, demo signup). Use the Test Events tool to confirm tracking is firing correctly. This is the single most common point of failure in early campaigns.
- Set budgets and bids. Configure monthly budget caps, daily pacing, and bid strategy. Start conservative: a budget you would not regret losing if the test fails.
- Build creative around conversational intent. Ads that read like helpful recommendations outperform ads that read like banner copy. Lead with the user's likely question, not your brand name.
- Launch and watch the first 7 days closely. Conversions, cost per result, and any disapprovals. Pause underperforming creative early.
Why Conversational Intent Targeting Changes Ad Strategy
Traditional paid search is keyword-driven: you bid on "best CRM software," and your ad appears when someone types that exact phrase. ChatGPT ads are intent-driven: your ad appears when someone has a conversation that signals interest in CRM software, regardless of the exact words used.
This has three practical implications:
Creative needs to match the conversation, not the keyword. Headlines that work in Google Ads ("Free CRM Trial. No Credit Card.") often feel jarring after a thoughtful AI-generated answer. Creative that extends the conversation ("If you want a CRM optimized for under-15-person teams, here is one to look at") performs better.
Negative keywords do not exist in the same way. You cannot block specific phrases. You can only narrow your category and let OpenAI's matching system decide which conversations are relevant. This means brand safety controls are weaker than Google or Meta. Audit your placements regularly.
Landing pages need to deliver on conversational expectations. A user who clicks an ad after a 5-minute back-and-forth with ChatGPT has high context and high expectations. Generic landing pages convert poorly. The page needs to pick up the conversation where ChatGPT left off.
What Most Businesses Get Wrong in the First 30 Days
Three patterns we have seen so far among businesses experimenting with ChatGPT ads:
Treating it like Google Ads. Importing keyword-stuffed creative, using the same landing pages, expecting the same CPM. The format is different. The buyer mindset is different. The ROI math is different.
Skipping the pixel setup. Without proper conversion tracking, you cannot optimize. OpenAI's matching system relies on conversion signals to find more high-intent placements. No data in means no optimization out.
Not running it long enough. Two-week tests on a $1,000 budget tell you nothing. The audience size and conversion paths in ChatGPT are different from social or search. Plan for at least 60 days at a budget that produces 50+ conversions before you call it.
How RefractedAI Helps Businesses Run ChatGPT Ads
At RefractedAI, we set up and manage ChatGPT Ads campaigns end-to-end for SMBs and mid-market companies that do not have an in-house performance marketing team. That includes the full advertiser onboarding (business verification, pixel installation, category selection), creative development tuned for conversational intent, landing page review, and weekly optimization once the campaign is live.
Our angle is that we sit at the intersection of automation and AI marketing. The same AI tooling that lets us build automations for clients also lets us run faster creative testing cycles and tighter conversion tracking pipelines than a traditional agency. We typically launch a first campaign within 2 weeks of the kickoff call, including pixel install and creative production.
Every engagement starts with a free discovery call to understand whether ChatGPT ads make sense for your business at all. If they do not (and for some businesses they do not), we will say so. If they do, the next step is a $500 audit that maps out the campaign structure, budget, and expected economics. The $500 is credited toward setup if you proceed.
Key Takeaways
- ChatGPT ads launched in February 2026 as sponsored recommendations placed below organic AI responses, labeled "Sponsored," and shown only to free and Go-tier users in the US
- Self-serve Ads Manager is rolling out to SMBs and mid-market businesses; you no longer need a $200,000 minimum commitment to get started
- Setup requires an advertiser account, 3 to 7 days of business verification, ChatGPT Pixel installation, and category selection
- Effective CPMs trend higher than Google or Meta (currently $30 to $80), so test budgets of $5,000 to $15,000 over 60 days are realistic
- Creative needs to match conversational intent, not keyword phrases. Landing pages need to extend the conversation, not restart it
- ChatGPT ads work best for businesses that already run paid search profitably and have customer values that support a higher CPM
- RefractedAI handles the full setup and optimization for businesses that want to test ChatGPT ads without building an in-house performance team
For more resources on AI automation, visit our public repository: RefractedAI Public