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Insights 13 min readOct 26, 2026

How to Advertise on ChatGPT: Setup, Costs and Targeting

Step-by-step guide to advertising on ChatGPT: who qualifies, how to launch in Ads Manager, how pricing and targeting work, and how to turn clicks into booked jobs.

JJ
John Jahshan
Founder and CEO, MediaBloom
How to Advertise on ChatGPT: Setup, Costs and Targeting

Watercolor frame around article title

You advertise on ChatGPT by creating an account in OpenAI’s Ads Manager (Beta), setting up billing, building a campaign with an objective, budget and targeting, then adding ads that point to a landing page. Ads show to eligible users on the Free and Go plans, and OpenAI is rolling the program out gradually, so access depends on your country and account status. The setup takes an afternoon. The harder part is what happens after the click: if nobody answers the lead in minutes, the ad money is wasted.

This guide walks through eligibility, the launch steps, pricing mechanics, targeting, ad policies and measurement. It is written for owners of law firms, home services companies, insurance agencies and other local service businesses who want to know whether ChatGPT ads belong in the budget.

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TL;DR

  • OpenAI began testing ads in ChatGPT in the United States on February 9, 2026. Ads go to eligible Free and Go users, not to paid-plan subscribers.
  • Launch through Ads Manager Beta: work email, billing profile, payment method, verification, then campaign, ad group and ad.
  • You pick a Views (CPM), Clicks (CPC) or Conversions objective. Targeting relies on conversational context, not exact-match keywords.
  • Ads cannot run near sensitive topics such as personal health, mental health or politics.
  • Traffic is only half the job. Speed of follow-up decides whether a ChatGPT click becomes a booked appointment or a signed case.

Table of Contents

Can you advertise on ChatGPT right now?

Yes, with conditions. OpenAI’s ChatGPT advertising test started in the United States on February 9, 2026 and is rolling out gradually to eligible users on Free and Go plans in select regions. Businesses can sign up at ads.openai.com, but creating an account does not give you access before your country is supported.

Two practical points follow from that:

  1. Your audience is Free and Go users. Paid plans are a different product tier, so ads reach a specific slice of ChatGPT’s users, not everyone who uses it.
  2. Rollout is staged. OpenAI describes a beta self-serve Ads Manager that is rolling out gradually, plus agency and technology partners who support budgeting, bidding and creative. Check the official advertising page for the current status before you plan a launch date around it.

If you run a US business and your account is approved, you can launch yourself or have a partner build and run it.

What ChatGPT ads are, and what they are not

A ChatGPT ad is a paid placement. It is not a way to change what ChatGPT says. OpenAI states that ads are separate from ChatGPT’s answers and that its ads system controls delivery decisions. You cannot pay to be named in an answer.

That distinction matters because two different goals get mixed up:

  • Paid ads in ChatGPT: you bid, set a budget and appear as a labeled sponsored unit. This is what this guide covers.
  • Showing up in ChatGPT answers organically: that depends on your website, reviews, citations and reputation across the web. No ad budget buys it.

Both are worth pursuing. Treat them as separate line items.

Where ChatGPT ads appear and what they contain

Ads sit apart from the response itself and are labeled as advertising. The ad builder asks for a title, copy, an image and a landing page, which is what OpenAI’s campaign documentation lists as the components of an ad. Think of it as a compact card: a headline, a short benefit line, a visual and a destination.

Because the user is mid-conversation, the ad works best when it matches what they just asked. Someone comparing roofers after a storm is in a different mindset than someone scrolling a feed. Your copy should read like the next logical step in their research, not an interruption.

How to advertise on ChatGPT: step-by-step setup

The flow below follows OpenAI’s own quickstart for launching a first campaign and campaign creation guide.

Step 1: Create your Ads Manager account

Sign up for Ads Manager Beta with a work email. Set up a billing profile and payment method, then complete account verification. Use a business email on your own domain, not a personal inbox, and have your legal business name ready.

Step 2: Build the campaign

A campaign defines four things: the objective, the budget, the dates and the targeting. Decide the objective first, because it determines how you are charged and how delivery is optimized.

Step 3: Create ad groups

An ad group organizes ads around a theme or intent. One ad group per service line works well. A home services company might separate “roof repair after storm damage” from “HVAC replacement” so that copy, hints and landing pages stay matched.

Ad groups can include context hints, short descriptions of the topics and situations where your ad is relevant.

Step 4: Write the ads

Each ad has a title, copy, an image and a landing page. OpenAI recommends clear, specific, benefit-focused copy and a diverse set of ads, which helps the system find opportunities where an ad may be relevant. Write three to five variations per ad group with different angles: speed, price transparency, local credentials, guarantees you can actually back up.

Step 5: Prepare the landing page and the follow-up

Send traffic to a page built for one action: call, book or request a quote. Then decide who answers. This is where most paid campaigns leak. A conversational channel produces people who expect quick, conversational responses.

Step 6: Launch and review

Launch, watch early delivery, then edit. OpenAI’s own summary of the process is to create, add ad details, launch, then measure and optimize. Expect to adjust copy and budgets in the first two weeks rather than judge results in the first two days.

Choosing an objective: Views, Clicks or Conversions

You choose among Views (CPM), Clicks (CPC) or Conversions objectives, and the choice sets how ads are priced and how delivery is optimized.

Objective You pay for Best when Watch out for
Views (CPM) Impressions Brand awareness, new market entry Reach without calls or bookings
Clicks (CPC) Clicks to your page Lead generation with a strong landing page Clicks that never convert if follow-up is slow
Conversions Optimization toward a tracked action You have conversion measurement in place Needs clean tracking before it can learn

For most local service businesses, start with Clicks, then move to Conversions once you can reliably track booked appointments or form submissions. If you compare channels, hold each to the same yardstick, cost per booked appointment, whatever the pricing model. That goes for any other paid traffic model you test, including paid-to-click advertising campaigns.

How much does it cost to advertise on ChatGPT?

There is no single price. Cost depends on your objective, your bids, competition for the same context and your budget settings. What OpenAI documents is how budgets behave:

In practice, a $50 daily budget can spike on a busy day, but over a week you will not spend more than $350. Plan cash flow with that ceiling in mind.

Prices reported in early coverage of the program changed as the platform moved from invite-only toward self-serve, so confirm current minimums and rates inside Ads Manager before you commit a budget. A sensible first test for a local business is a small, capped budget run for a few weeks, judged on cost per booked appointment rather than cost per click.

A simple break-even check

Before you spend, do this math with your own numbers:

  1. Average value of a booked job or signed case.
  2. Share of booked appointments that become paying customers.
  3. Share of clicks that become booked appointments.

Multiply those and you know the most you can pay per click and still profit. If your close rate is strong but your lead-to-appointment rate is weak, fix follow-up before raising bids.

How ChatGPT selects and targets ads

You do not bid on keywords the way you do in search. OpenAI uses a relevance-weighted, second-price auction to choose among eligible ads, aiming to maximize value for advertisers and users. Relevance counts alongside your bid, so a better-matched ad can beat a higher bid that fits poorly.

Context hints guide matching, but they are not exact-match keywords and do not guarantee delivery in specific conversations. OpenAI also says that creating ChatGPT ads takes a different approach than keyword platforms, since the system weighs conversational intent and other relevance signals.

What that means for your hints and copy:

  • Describe the situation, not just the service. “Homeowner comparing quotes for a roof replacement” gives more to work with than “roofing.”
  • Keep each ad group to one intent so the system can match it cleanly.
  • Add geographic and audience targeting at the campaign level where the options exist, and keep landing pages local.
  • Expect variation. Hints raise the odds of a match, they do not script it.

Policies: what you cannot advertise near

OpenAI keeps ads away from sensitive territory. Ads are not eligible to appear near topics including personal health, mental health or politics, and political advertising is not currently allowed.

For local businesses this has real consequences:

  • Medical and wellness practices should expect limits on where their ads can show.
  • Law firms should review the ad policies themselves and confirm what is permitted for legal services before building a campaign. We do not give legal or bar-ethics advice, so check advertising rules with your state bar or ethics counsel.
  • Everyone should read the current policy page before submitting creative, since rules can change during a beta.

Measuring results

Ads Manager Beta reports impressions, clicks, spend, CTR, average CPC, average CPM and conversions if you set up conversion measurement. Impressions, clicks and CTR refresh roughly every 15 minutes, while spend insights may lag by 7 to 8 hours, so do not make bid decisions off a single morning snapshot.

The platform tells you what happened up to the click. You need your own system for what happened after:

  • Call tracking with a dedicated number per campaign.
  • Form and chat tracking tied to the ad group.
  • CRM pipeline stages so you can see which source produced booked appointments, show-ups and closed revenue.

If your CRM cannot tell you where a lead came from, you are judging ChatGPT on clicks alone, and clicks are the weakest signal you have.

Where most ChatGPT campaigns leak money

The platform is new, so most advertisers obsess over setup. The losses usually come later:

  • Slow first response. A person who clicked while asking an AI assistant for help is comparing options right now. Hours later, they have booked someone else.
  • No after-hours coverage. Evening and weekend inquiries sit in an inbox.
  • Weak qualification. Your team spends time on tire-kickers and misses the urgent jobs.
  • No re-engagement. Leads that did not book on first contact are never contacted again.

These are operations problems, and they are fixable with automation and process. They are also why we pair ad management with AI follow-up.

Our perspective

We have built and run paid campaigns for 300+ businesses since 2022, and one pattern repeats on every channel: the ad platform changes, the leak does not. New channels get attention for their novelty, then budgets are judged on cost per lead. Cost per lead is a vanity number if half the leads are never reached.

For ChatGPT specifically, we treat it as another paid source to test, not a replacement for Google or Meta. The channel is young, the targeting is conversational rather than keyword-based, and its reach is limited to Free and Go users. That argues for a measured test with a capped budget, tight ad groups and a clear definition of success: booked appointments, not clicks.

Our perspective — overview diagram

We also think the follow-up matters more than the creative. A mediocre ad with a response inside a minute will beat a great ad answered the next morning. That is why our team builds the ads, the AI agents and the CRM pipeline as one system, and why our setters book appointments for clients rather than handing over a list of leads.

For personal injury and motor vehicle accident firms, we go a step further: firms pay only for signed retainers, not leads. That aligns our incentives with the outcome you care about.

— MediaBloom

Run ChatGPT ads without running them yourself

If you would rather not learn a new ad platform while running a business, we handle it done-for-you. Our ChatGPT ads management covers account setup, ad groups, creative and optimization, and our ads management service connects it to AI follow-up and CRM pipelines so each inquiry is answered fast and tracked to a booked appointment. Ready to see how it would work for your business? Get a demo.

We tailor the setup by industry: law firms, home services and insurance agencies each have their own intake and follow-up needs. For a deeper look at the channel, read our guide to how ChatGPT ads work and what they cost.

A 30-day test plan

A short, disciplined test beats an open-ended one.

Week 1: Foundation. Verify the account, set up billing, build two or three ad groups around your highest-margin services, write three ad variations each, and build or tighten a landing page. Install call and form tracking. Confirm who or what responds to every inquiry, and how fast.

Weeks 2 and 3: Learn. Launch with a capped budget. Review delivery and click-through daily, but judge cost per booked appointment weekly. Pause weak ads, add new variations, and rewrite context hints that bring in off-target traffic.

Week 4: Decide. Compare cost per booked appointment and cost per closed customer against Google and Facebook. If ChatGPT is within range or better, scale in steps. If not, keep a small test budget alive while the platform matures, and revisit when reporting and targeting options expand.

A 30-day test plan — overview diagram

FAQ

Do I need a minimum budget to advertise on ChatGPT?

OpenAI’s documentation lets you set either a total campaign budget or a daily budget, and it explains how daily spending is averaged over seven days. Minimums have changed as the program has developed, so check Ads Manager for current requirements before you plan spend. A small capped test is a reasonable starting point for a local business.

Can I choose keywords for ChatGPT ads?

Not in the way you do in search advertising. You add context hints at the ad group level to guide matching, but OpenAI says they are not exact-match keywords and do not guarantee that your ad appears in a specific conversation. Write hints around real customer situations.

Will paying for ads make ChatGPT recommend my business in its answers?

No. OpenAI treats ads as separate from answers, and its ads system controls delivery. Ads appear as paid placements, while answers are generated independently.

Can personal injury law firms advertise on ChatGPT?

Sensitive-topic restrictions and legal advertising rules both apply, so review OpenAI’s current ad policies and your state bar’s rules before launching. We do not give legal or bar-ethics advice. What we can do is run paid acquisition where firms pay only for signed retainers, not leads.

Sources

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About the writer
JJ

John Jahshan

Founder and CEO, MediaBloom
Fort Myers, Florida Writes on AI voice agents, Speed-to-lead automation

John Jahshan is the founder and CEO of MediaBloom. He works directly with agencies, operators, and enterprise teams to design and deploy AI revenue systems — voice agents, speed-to-lead automation, reactivation campaigns, and ads management — that turn attention into booked appointments and signed deals. He writes about the operator playbooks, engineering decisions, and partnership models behind the systems MediaBloom ships for clients.

AI voice agentsSpeed-to-lead automationRevenue operationsPartnership programs
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