OpenAI advertising has moved from being a future possibility to a genuine media-buying opportunity.

UK businesses can now access OpenAI Ads Manager Beta, create campaigns and advertise within ChatGPT. The platform supports impression-based, click-based and conversion-optimised campaign objectives, giving advertisers several ways to test the channel.

That does not mean every business should immediately move a large proportion of its PPC budget into ChatGPT Ads.

The opportunity is significant, but the platform remains in beta. There are no established industry benchmarks, its targeting model is different from traditional paid search and its delivery, inventory, formats and measurement capabilities are continuing to develop.

The most sensible approach is to treat ChatGPT Ads as a controlled addition to a wider paid media strategy: properly tracked, carefully budgeted and managed alongside the channels already producing results.

What are ChatGPT Ads?

ChatGPT Ads are sponsored placements that can appear beneath relevant ChatGPT conversations.

An advertisement can include the advertiser’s name, logo, headline, description, image and a link to a landing page. The placement is clearly separated from ChatGPT’s answer and identified as an advertisement.

Advertisers cannot pay to influence, alter or rank within the answer itself. OpenAI also states that advertisers do not receive access to individual conversations, chat histories, memories, names, email addresses or other personal details.

This distinction matters.

Advertising within ChatGPT is not currently a way to purchase a recommendation from the AI. It is a way to place a relevant sponsored message alongside a conversation in which someone may already be exploring a problem, comparing options or considering a decision.

ChatGPT Ads are therefore a paid advertising channel. They are not a shortcut into organic AI-generated answers.

Why are businesses interested in OpenAI advertising?

The main attraction is not simply the popularity of ChatGPT. It is the context in which people use it.

Traditional paid search usually starts with a relatively short query:

Best CRM software
Solar installers near me
Website agency Nottingham
Best bra for a small bust

A ChatGPT conversation may contain considerably more information. Someone may explain what they need, what they have already tried, their budget, their location and the factors influencing their decision.

OpenAI positions ChatGPT Ads as a way to reach people while they explore options, compare choices and make decisions.

For businesses, this creates several potential advantages.

Access to decision-focused conversations

Many people use ChatGPT because they are trying to understand something, solve a problem or decide what to do next.

A well-matched advertisement could therefore appear at a valuable point in the customer journey: after initial awareness, but before the final decision.

That does not guarantee the user is ready to buy. It does, however, create a potentially valuable opportunity to reach someone while they are actively considering their options.

A new source of paid traffic

Google Ads remains central to most PPC strategies, but relying too heavily on one advertising platform creates risk.

ChatGPT Ads provide another potential source of qualified traffic and allow businesses to begin learning how customers behave within AI-led discovery journeys.

The aim should not be to abandon established platforms. It should be to identify whether ChatGPT Ads can generate additional leads, sales or visibility that would not otherwise have been captured.

An opportunity to learn early

Businesses that begin testing a new channel carefully can develop useful knowledge before the platform becomes more established or competitive.

This may include learning:

Which products and services generate interest
Which customer problems create advertising relevance
Which messages produce clicks
Which landing pages convert
How ChatGPT-assisted journeys differ from traditional search journeys
Whether the channel generates genuinely new customers

An early test does not guarantee cheaper clicks or better results. It does, however, create data that can inform future advertising decisions.

Relevance beyond individual keywords

ChatGPT Ads do not rely solely on traditional exact-match keywords.

Advertisers can provide context hints describing the conversations, topics, customer needs and situations in which their offering may be relevant. These are used as broad thematic signals rather than exact targeting instructions.

This creates an opportunity to advertise around the customer’s wider problem rather than one isolated search term.

It also creates one of the platform’s biggest management challenges.

ChatGPT Ads are not simply another version of Google Ads

A business experienced in Google Ads may assume that the same campaign structure can be copied directly into ChatGPT Ads.

That would be a mistake.

Google Search campaigns are largely built around keywords, search terms, match types, negative keywords and auction signals.

ChatGPT Ads consider richer conversational intent alongside factors such as the advertisement, landing page and advertiser-provided context hints. OpenAI recommends creating clear, specific and benefit-focused advertisements explaining what the business offers, who it helps and when it may be useful.

Campaign planning therefore needs to begin with customer situations rather than simply producing a list of keywords.

For example, a website agency might not build one broad ad group around “website design”. It could develop separate themes around:

Rebuilding an outdated website
Improving a website that is not generating leads
Migrating from an unsuitable website platform
Preparing a website for SEO and AI discovery
Launching a new e-commerce business
Connecting a website to a CRM

Each situation may require different context hints, advertisement copy, proof points and landing pages.

Simply uploading generic brand advertisements is unlikely to make full use of the platform.

How should ChatGPT Ads fit into a PPC budget?

ChatGPT Ads should initially be treated as a test-and-learn budget rather than a replacement budget.

Established campaigns that already generate profitable leads or sales should not be reduced aggressively simply to fund an unproven channel.

A more responsible approach is to allocate a controlled percentage of the paid media budget, establish clear success criteria and compare the results with other channels.

An illustrative initial allocation could look like this:

Existing monthly media budget	Illustrative initial ChatGPT Ads allocation
Below £2,500	A separate £450–£750 controlled test
£2,500–£5,000	Approximately 10–15%
£5,000–£15,000	Approximately 5–10%
Above £15,000	Approximately 3–8% across structured tests

These figures are not universal recommendations.

The correct allocation depends on the business, average order value, sales cycle, conversion rate, available market, existing PPC performance and the amount of data required to make a reliable decision.

OpenAI currently sets the UK minimum daily campaign budget at £15. A campaign operating at that minimum for 30 days would therefore require approximately £450 in media spend.

However, the minimum amount required to activate a campaign should not be confused with the amount needed to reach a commercially useful conclusion.

A £450 test may not generate sufficient clicks or conversions to establish whether ChatGPT Ads can produce profitable results, particularly for businesses with longer sales cycles or higher average click costs.

OpenAI does not yet publish performance benchmarks across advertisers, industries or campaign types.

Which ChatGPT Ads campaign types are available?

ChatGPT Ads currently supports three main campaign objectives.

CPM campaigns

CPM campaigns charge for every 1,000 impressions and are primarily designed for awareness, visibility and reach.

They may be suitable when the objective is to introduce a brand or product to people discussing a relevant subject, but impressions alone should not be mistaken for commercial performance.

CPC campaigns

CPC campaigns charge for valid clicks and optimise towards users considered likely to engage with the advertisement.

This model may feel more familiar to businesses already using paid search because the advertiser pays when someone clicks through to the website.

Conversion-optimised CPC campaigns

Conversion-optimised CPC, or oCPC, campaigns still charge by the click but attempt to prioritise clicks that are more likely to generate a selected conversion.

That conversion could include:

A completed purchase
A submitted lead form
A registration
A sign-up
Another supported conversion event

These campaigns require conversion tracking to be configured correctly. The selected conversion event cannot currently be changed after the campaign has been created, and OpenAI does not provide a standard recommended bid for oCPC campaigns.

For many performance-focused businesses, CPC or oCPC campaigns are likely to be more commercially relevant than impression-led campaigns.

However, an oCPC campaign should not be launched until the measurement setup has been checked thoroughly.

What should businesses be careful of?

The arrival of a major new advertising channel naturally creates excitement. It can also encourage businesses to move too quickly.

Several risks need to be managed.

The platform is still in beta

ChatGPT Ads does not yet have the maturity, history or depth of benchmarks available through platforms such as Google Ads.

OpenAI has stated that delivery systems, inventory, advertising formats, buying methods, reporting and optimisation features may continue to change during the beta period.

Campaigns therefore need closer monitoring, and previous assumptions may need to be reviewed as the platform develops.

There are no dependable industry benchmarks yet

There is not currently a reliable universal answer to questions such as:

What is a good ChatGPT Ads click-through rate?
What should a ChatGPT Ads click cost?
What conversion rate should we expect?
Which industries perform best?
How does the cost per lead compare with Google Ads?
What return on ad spend should a business expect?

OpenAI confirms that it does not yet have standard performance benchmarks across advertisers, industries or campaign types.

Businesses should therefore be cautious of anyone promising guaranteed results or presenting unsupported average performance figures.

Daily spending can fluctuate

A daily budget is treated as an average over a seven-day period rather than a fixed daily limit.

Under the current structure, a campaign may spend up to twice its selected daily budget on an individual day, although spending should not exceed seven times the daily budget across the relevant seven-day period.

This makes active budget monitoring particularly important, especially during short promotions or tightly controlled test campaigns.

A campaign-total budget may offer stricter control over total spending, but OpenAI warns that this controls the overall limit rather than distributing the budget evenly across the campaign dates.

Context hints are not exact targeting instructions

Context hints guide how advertisements may be matched to conversations, but they are not exact-match keywords.

A phrase entered as a context hint does not guarantee that the advertisement will appear only when that precise phrase is used.

Campaign managers therefore need to think more broadly about customer intent, relevance and possible interpretation.

Poorly structured context hints could limit delivery or place an advertisement alongside conversations that are technically related but commercially unsuitable.

Greater creative coverage is needed

OpenAI recommends using multiple distinct advertisements and messaging variations so the platform can identify more opportunities where an advertisement may be relevant.

That creates additional work.

Businesses need more than one headline and one generic description. They need a structured creative-testing plan built around:

Different customer needs
Different use cases
Different benefits
Different buying stages
Different objections
Different products or services

Each advertisement should introduce a genuinely different angle rather than repeating the same message in slightly different words.

The landing page still determines what happens next

A relevant advertisement may generate a click, but the website still needs to convert that interest.

OpenAI recommends directing users to a relevant product, service, collection or content page rather than automatically sending every visitor to a generic homepage. Landing pages must also be valid, accessible and must not block OpenAI’s advertising or search crawlers.

Weak messaging, slow performance, poor mobile usability or unclear calls to action will still waste advertising spend.

The advertising platform may be new. The fundamentals of conversion optimisation have not changed.

Conversion tracking requires careful implementation

ChatGPT Ads can report metrics including impressions, clicks, spend, click-through rate, average CPC, average CPM and conversions.

Advertisers can use UTM parameters alongside the OpenAI Pixel, the Conversions API or a combination of the Pixel and API.

However, reporting between OpenAI Ads Manager, GA4, a CRM and other advertising platforms may differ because of:

Different attribution windows
Browser and cookie consent
Reporting time zones
Deduplication methods
Conversion-event settings
Modelled conversion reporting

A difference between platforms does not automatically mean that one reporting system is wrong. It means the measurement model needs to be understood before budget decisions are made.

UK advertisers must also ensure that tracking, advanced matching and customer-data use comply with applicable privacy, cookie-consent and data-protection requirements.

Advertising policies are restrictive

OpenAI applies specific rules to both advertising content and the conversations beside which advertisements can appear.

Advertisements are restricted from sensitive, harmful, political, unsafe and other prohibited contexts. Some advertisers operating in regulated sectors may need to meet additional eligibility requirements.

Businesses should confirm that their advertising category, creative and landing pages are eligible before committing significant campaign resources.

Not every ChatGPT user will see advertisements

OpenAI began rolling out advertisements to eligible UK users on ChatGPT Free and Go plans in June 2026.

Plus, Pro, Business, Enterprise and Education plans remain ad-free. OpenAI also provides an ads-free Free-plan option with reduced usage limits and access to fewer features.

The available advertising audience should therefore not be confused with ChatGPT’s entire user base.

This is another reason not to judge the opportunity purely by headline platform-usage figures.

Can a business run ChatGPT Ads itself?

Yes.

OpenAI provides a self-service Ads Manager through which businesses can register, add payment details, select objectives, set budgets and bids, upload advertisements, launch campaigns and review performance.

The more important question is whether the business should run ChatGPT Ads itself.

Opening an account and launching an advertisement is relatively straightforward. Building a commercially accountable advertising strategy is considerably more involved.

It requires:

Budget planning across several advertising channels
Campaign and ad-group structure
Customer-intent mapping
Context-hint development
Creative production and testing
Landing-page alignment
Pixel and Conversions API implementation
Analytics and CRM integration
Consent management
Bid and budget monitoring
Conversion analysis
Cross-channel attribution
Ongoing testing and optimisation

The risk of self-management is not simply making a technical mistake inside Ads Manager.

It is spending money without knowing whether ChatGPT Ads are adding new customers, duplicating conversions already attributed elsewhere or attracting visitors who are unlikely to convert.

Why use an agency to manage ChatGPT advertising?

A strong PPC agency should not recommend ChatGPT Ads simply because the platform is new or receiving attention.

Its role should be to decide:

Whether the channel fits the business
Which products or services should be promoted
Where the test budget should come from
What outcome will define success
How conversions will be tracked
How the results will be compared with other channels
When the campaign should be expanded, changed or stopped

That means looking beyond the OpenAI Ads Manager dashboard.

ChatGPT Ads should be assessed alongside:

Google Ads
Microsoft Advertising
Meta advertising
LinkedIn advertising
Organic search
Generative search visibility
Email marketing
Website conversion performance
CRM-qualified leads
Confirmed sales and revenue

An agency can also prevent the testing budget from unnecessarily weakening campaigns that already perform well.

For example, taking £1,000 away from a profitable Google Ads campaign to fund an OpenAI test may produce an apparently successful new campaign while reducing total enquiries across the business.

The objective is not to make the new platform look successful.

The objective is to improve overall marketing performance.

How Thrive Online Group UK approaches new advertising channels

At Thrive Online Group UK, we do not recommend moving advertising budget simply because a new platform is receiving attention.

We assess the wider commercial position first.

That includes understanding the customer journey, current PPC performance, conversion tracking, website experience, target market, sales process and the commercial value of each lead or sale.

For ChatGPT Ads, our approach would include:

1. Channel suitability assessment

Determining whether the business, service, audience and available advertising categories are appropriate for the platform.

2. Budget modelling

Establishing a controlled test budget without unnecessarily weakening profitable campaigns elsewhere.

3. Conversation and intent mapping

Identifying the problems, comparisons, questions and decision-making situations in which the business may be relevant.

4. Campaign and creative development

Producing focused campaigns, ad groups, context hints and varied advertisement copy designed around customer needs rather than generic promotional messaging.

5. Tracking implementation

Configuring appropriate conversion events, UTM tracking, analytics and CRM reporting.

6. Landing-page review

Ensuring each advertisement leads to a page that is relevant, technically accessible, easy to use and designed to convert.

7. Managed testing and optimisation

Monitoring spend, delivery, clicks, conversion rates, lead quality and final commercial outcomes before recommending any significant increase in budget.

This provides a more reliable foundation than opening an account, setting a daily budget and hoping the platform finds the right customers.

A Nottingham PPC agency with national and international reach

Thrive Online Group UK is based in Nottingham, and provides PPC, website and digital marketing services to businesses across Nottingham, the East Midlands, the wider UK and international markets.

For businesses searching for a PPC agency in Nottingham, this provides access to a locally accountable senior team supported by a wider specialist delivery network.

Our location does not restrict the markets or businesses we can support. Instead, it gives Nottingham and East Midlands businesses access to strategic account management close to home, alongside the wider technical and advertising capabilities needed to manage established and emerging paid media platforms.

Whether a business is based in Nottingham or operates nationally, ChatGPT advertising should not be managed as an isolated experiment. It should be connected to the company’s wider PPC strategy, website performance, conversion tracking and commercial objectives.

Should your business advertise on ChatGPT?

For some businesses, ChatGPT Ads could become an important addition to paid media.

The platform provides an opportunity to reach people who may be actively discussing a relevant need, comparing possible solutions or preparing to make a decision.

However, it remains new. Benchmarks are limited, targeting works differently, policies are still developing and accurate measurement requires proper implementation.

The right question is therefore not:

“Should we move our PPC budget to ChatGPT?”

It is:

“Can a controlled ChatGPT Ads campaign add profitable, measurable value to our existing marketing strategy?”

For most businesses, the responsible next step is a structured test rather than a major budget shift.

Thrive Online Group UK can help assess whether ChatGPT Ads are appropriate for your business, build the platform into your wider PPC strategy and manage the campaign against meaningful commercial outcomes.

Speak to Thrive Online Group UK

Are you considering advertising in ChatGPT or reviewing how AI-led platforms could affect your paid media strategy?

Speak to Thrive Online Group UK about building a controlled ChatGPT Ads test into your wider PPC budget.

We can help you evaluate the opportunity, establish the right measurement framework and ensure your advertising spend is managed as part of a complete digital strategy rather than in isolation.

Frequently Asked Questions

Can UK businesses advertise on ChatGPT?

Yes. As of July 2026, OpenAI Ads Manager Beta is available to advertisers based in the United Kingdom. Availability and platform features may continue to change as the beta expands.

How much does it cost to advertise on ChatGPT?

The current minimum daily campaign budget for UK advertisers is £15.

Actual costs will depend on the campaign objective, bid, available advertising opportunities, relevance, competition and performance. OpenAI does not yet publish standard industry benchmarks.

Does ChatGPT advertising work like Google Ads?

Not exactly.

Google Ads relies heavily on keywords and search queries. ChatGPT Ads uses broader conversational intent and context hints describing the topics, needs and situations in which an advertisement may be useful.

Can advertisers pay to appear within ChatGPT answers?

No.

Advertisements are separate from ChatGPT’s answers and are clearly marked as sponsored placements. OpenAI states that advertisers cannot influence the answers ChatGPT provides.

Can advertisers see people’s ChatGPT conversations?

No.

OpenAI states that advertisers do not receive access to individual chats, chat histories, memories, names, email addresses, precise locations or personal details. Advertisers receive aggregated performance information such as impressions, clicks and conversions.

Will ChatGPT Ads replace Google Ads?

ChatGPT Ads should currently be treated as an additional advertising channel rather than a direct replacement for Google Ads.

Google continues to provide established search volume, targeting controls and performance history. ChatGPT Ads provide access to a different type of conversational discovery and decision-making journey.

What percentage of a PPC budget should go to ChatGPT Ads?

There is no universal percentage.

A controlled initial allocation of approximately 5–15% may be appropriate for some businesses, but the decision should depend on existing campaign performance, total available budget, sales value, tracking quality and the amount of data required.

Profitable existing campaigns should not be reduced aggressively to fund an unproven channel.

Can a business manage its own ChatGPT Ads?

Yes. OpenAI Ads Manager Beta provides self-service campaign setup and management.

However, a business must still plan its budget, structure campaigns, create context hints and advertising variations, implement conversion tracking, review landing pages and determine whether the channel is generating commercially valuable results.

Does Thrive Online Group UK manage ChatGPT Ads for businesses in Nottingham?

Thrive Online Group UK is based in West Bridgford, Nottingham, and supports businesses across Nottingham, the East Midlands, the wider UK and international markets.

We can help businesses assess, launch and manage ChatGPT Ads alongside Google Ads and their wider paid media strategy.

For companies searching for a PPC agency in Nottingham, this provides access to locally accountable strategic management supported by broader specialist PPC, website, tracking and conversion expertise.

Can Thrive Online Group UK manage ChatGPT Ads alongside existing PPC campaigns?