The short answer
A ChatGPT ads agency is a company that plans, launches and manages campaigns on ChatGPT Ads for other businesses. The channel is new, so the label covers very different things: a performance agency that added a test budget, a specialist that only works in AI placements, or a platform with a managed service. Before you hire one, it helps to know what the work involves, whether you need help at all, and which questions separate a useful partner from one that is learning on your budget.
What Does a ChatGPT Ads Agency Actually Do?
OpenAI offers a self-serve tool, Ads Manager, so an agency is not a gatekeeper. Its value is in the work around the tool. A good ChatGPT ads agency usually handles five jobs.
- Account setup. Opening and verifying advertiser accounts, billing profiles and team access. Agencies need a separate, verified account for each advertiser, which adds admin when you manage several clients.
- Strategy and structure. Deciding which products to test, which situations to target, and how to split ad groups so results can be read.
- Context hints and creative. Writing the plain-language descriptions of the conversations where your product is relevant, plus headlines, descriptions and images that fit.
- Bidding and optimization. Setting bids, watching relevance and spend, and rewriting what underperforms.
- Measurement and reporting. Tracking conversions, tagging landing pages and explaining results in terms the business understands.
Our ChatGPT Ads Manager setup guide covers the mechanics. The point here is that an agency is paying for judgment and time, not for access.
Do You Need a ChatGPT Ads Agency or Can You Run It In-House?
Many teams can start alone. Ads Manager is self-serve, the setup is a few steps, and a first test needs one product, a few ad groups and a modest budget. An agency makes more sense when one or more of these is true.
| Your situation | Likely best route | Why |
|---|---|---|
| One product, small test budget, a marketer with time | In-house, self-serve | The learning is cheap and the lessons stay with your team |
| Several brands or markets to run at once | Agency or managed service | Separate accounts, approvals and reporting multiply quickly |
| No one owns paid media today | Agency or managed service | Setup and optimization need someone with hours to spare |
| You already work with a performance agency | Ask them first | They may run a pilot inside the existing relationship |
| You want to reach AI assistants beyond ChatGPT | Platform or agency covering several surfaces | Ads Manager covers ChatGPT only |
Scroll to compare all columns
Cost matters as well. Read what ChatGPT ads cost in 2026 before you compare agency quotes, because the fee has to be weighed against a media budget that may be small at the start.
Types of ChatGPT Ads Agency
- Performance and paid-media agencies that added ChatGPT to their menu. They bring buying discipline and reporting habits, but may have limited AI-specific experience.
- AI advertising specialists that focus on placements inside assistants. They know the formats and the eligibility rules, but may be small and new.
- Platforms with a managed service, such as Thrad, where the buying technology and the service come from one company and can cover more than one AI surface. Thrad's managed service starts from $10k per month; it also offers self-serve with no minimum spend.
- Consultancies that advise and train your team but leave the buying with you.
None of these is automatically better. Match the type to your goal, your budget and how much you want to learn yourself.
Questions to Ask a ChatGPT Ads Agency Before You Sign
- How many ChatGPT campaigns have you run, and can you show a redacted report?
- Who owns the ad account, the creative and the data? The answer should be you.
- How do you set context hints, and how do you decide an ad group is relevant?
- How do you measure success: clicks, conversions, or cost per qualified outcome?
- What does the first 90 days look like, and when will I see a first readout?
- What are the fees, and are they separate from the media budget?
- How do you handle eligibility: Free and Go plans only, and no ads near sensitive topics?
- Which parts of your work are done by people, and which by software?
Vague answers to the first two questions are a warning. Because the channel is young, nobody has years of results, and an honest agency will say so.
How ChatGPT Ads Agency Fees Usually Work
Fee structures vary. Common models include a percentage of media spend, a monthly retainer, a fixed fee for a test, and performance-linked fees. Each rewards a different behavior: a percentage can encourage bigger budgets, a retainer can encourage efficiency, and performance fees can encourage focus on whatever is easiest to measure. For a fuller comparison, see our wider work on AI advertising for agencies. Whatever the model, ask for the fee in writing and keep it separate from the money that buys the ads.
What to Expect From a ChatGPT Ads Agency in the First 90 Days
- Weeks 1-3: accounts opened, verified and billed; a written plan with goals, ad groups, exclusions and budget. Verification runs in a queue, so allow time.
- Weeks 4-8: first campaigns live, with early notes on relevance and cost per click or per outcome.
- Weeks 9-12: a readout with what worked, what did not, and a recommendation to scale, change or stop.
Be wary of promises of fast, large results. A young channel, small early volumes and a review queue mean the first weeks are about learning, not scale.
Red Flags When Hiring a ChatGPT Ads Agency
- Guaranteed results, rankings or specific returns.
- Claims of an inside track or special treatment from OpenAI. OpenAI states that ads do not influence ChatGPT's answers and that advertisers cannot shape its responses.
- The agency opens the account in its own name and keeps the data.
- No sample report and no change log.
- Pressure to commit a long contract before a test has shown anything.
A Simple Way to Compare ChatGPT Ads Agencies
Score each candidate from 1 to 5 on the same five points: relevant experience, clarity of the plan, quality of reporting, fee transparency, and ownership of accounts and data. Add one line on cultural fit, because you will work together weekly. Asking every agency the same questions in the same order makes the differences obvious. If two score alike, choose the one that will let you start with a small, fixed-length test.
For more options, see our best tools for ChatGPT Ads, our buyer's guide to advertising on ChatGPT, and our overview of ChatGPT Ads. Agencies that want to add the channel to their own services can read our guide to AI advertising for agencies.