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Creative strategy 15/07/2026 14-minute read 2 views

Advertising in ChatGPT: SME and Creator Guide

OpenAI gradually deploys the ads in ChatGPT. Find out where they appear, how targeting works, how much can cost a click and how to prepare a profitable campaign.

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Advertising in ChatGPT: SME and Creator Guide

OpenAI gradually deploys the ads in ChatGPT. Find out where they appear, how targeting works, how much can cost a click and how to prepare a profitable campaign.

Entrepreneur observing a clearly separated advertisement of a conversational response
Contents
  1. Advertising comes where the user is already thinking
  2. What is really launched in July 2026
  3. How does advertising targeting work in ChatGPT?
  4. How much does an advertisement in ChatGPT cost?
  5. Why this format may interest a small business
  6. Which destination page to prepare?
  7. Concrete applications according to your activity
  8. Should we test now or wait?
  9. What a French company can prepare now
  10. Checklist before launching a ChatGPT Ads campaign
  11. The stake does not end by click
  12. FAQ about ads in ChatGPT
  13. Conclusion: don't confuse novelty and opportunity
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Advertising comes where the user is already thinking

A Google user often searches for a page. On Instagram, he interrupts his scrolling. In ChatGPT, he formulates a problem, compares options or sometimes prepares a decision.

This is precisely what makes the arrival of ads in ChatGPT interesting for brands. But also easy to misinterpret.

No, paying an advertisement does not make it possible to buy a favorable answer. An advertisement in ChatGPT is neither an organic recommendation of the IA nor a silently sponsored quote in a text. OpenAI states that advertisements are separated from responses, identified as sponsored and do not influence what ChatGPT is responding.

So the real question is not: "How do I pay for ChatGPT to recommend my business? »

It is much more concrete: can a small business buy a relevant click in ChatGPT, then turn this click into a request, reservation or profitable sale?

Entrepreneur observing a clearly separated advertisement of a conversational response.

What is really launched in July 2026

OpenAI began testing advertisements in ChatGPT in February 2026 in the United States. The company has since announced a gradual extension of the device and the launch of a beta version of its self-service advertising manager.

The product remains young. Its formats, markets and modalities are therefore likely to evolve.

Where do the ads appear?

According to official documentation, advertising may appear under ChatGPT's response, when a relevant correspondence is detected between the conversation and an available ad.

It shall be separated from the main content and shall bear a sponsored indication. An advertising block may present one or more offers and, in some cases, several advertisers.

The advertisement may include:

  • the name of the advertiser;
  • its icon or favicon;
  • a title;
  • a description;
  • an image;
  • a link to a destination page.

Not all conversations automatically trigger an advertisement. The display depends in particular on the relevance of the context, the eligibility of the user and the campaigns available.

Who can see the ads?

The test mainly concerns adult users connected to the offers Free and Go. Offers Plus, Pro, Business, Enterprise and Education are advertised as unadvertised.

OpenAI also states that temporary conversations do not include ads and that advertisements are not displayed near certain sensitive topics, including health, mental health or politics.

These rules can evolve with deployment. A company must therefore verify the official documentation when preparing its campaign.

Which markets are currently affected?

As of July 15, 2026, the official Ads Manager page lists the following markets for advertisers' access:

  • Australia;
  • Canada;
  • South Korea;
  • United States;
  • Japan;
  • New Zealand;
  • United Kingdom.

France and La Réunion are not yet included in this list. An independent or a company established in France must therefore not build its immediate acquisition plan on the assumption of guaranteed access.

OpenAI had also announced other geographical extensions, but its updated eligibility page must remain the reference before any decision is taken.

Key points — It is possible to prepare its strategy now, but not to consider that ChatGPT Ads is already a channel freely accessible to all French advertisers.

Advertising is not a recommendation of ChatGPT

This is the most important distinction in this article.

OpenAI states that advertisers cannot influence responses. A brand that pays to appear under an answer does not buy ChatGPT's opinion, nor a better organic presence in the answers.

The posting of an advertisement also does not mean that OpenAI recommends or approves the undertaking concerned.

In other words:

  • the answer responds to the user;
  • the advertisement buys an identifiable space;
  • the click leads to the advertiser's site;
  • the quality of this destination then determines the conversion.

Buying ads is therefore not a SEO, GEO or AEO shortcut. The fundamentals of useful, reliable, original and designed content for readers remain important for organic visibility.

How does advertising targeting work in ChatGPT?

Targeting is not simply based on a list of keywords entered in a search engine.

OpenAI explains that the broadcast relies mainly on the context and purpose of the conversation. An advertiser may provide contextual information describing the conversations, topics or intentions his or her offer might correspond to.

These indications do not function as keywords in exact correspondence and do not guarantee dissemination.

A concrete example

Imagine a user asking:

“How can I organise my clients’ bookings without exchanging fifteen messages?”

A reservation solution may be relevant in this context. But it would not be integrated into the response as a purchased recommendation. It could appear in a sponsored block placed under it, if the campaign, user and market are eligible.

For an advertiser, this changes the way you write your message. It is no longer enough to target the term "booking online". One must understand the situation that leads a person to seek this solution:

  • appointment forgotten;
  • interminable exchanges;
  • no visible slots;
  • loss of prospects;
  • too complicated payment or confirmation.

Conversational targeting potentially rewards companies capable of accurately formulating a problem.

Are conversations passed on to advertisers?

OpenAI indicates that advertisers do not access individual conversations, memories or personal information from users. They receive aggregated data on, inter alia, impressions and clicks.

During the test, the system can use the subject of the current conversation. If ad customization is enabled, some past conversations and interactions with ads can also be taken into account by ChatGPT.

The user has controls to manage this customization, hide an ad, give his opinion or ask why it was displayed.

Diagram of contextual targeting and advertising distribution in ChatGPT.

How much does an advertisement in ChatGPT cost?

OpenAI Ads Manager supports two main objectives: reach and clicks.

The advertiser defines a budget, a rate of expenditure and a maximum auction at the ad group level.

For click-oriented campaigns, OpenAI currently recommends starting with a maximum bid between 3 and 5 dollars per click. This figure is neither a fixed tariff nor an average cost promise. This is a recommendation published by OpenAI to participate in a new platform.

Competition is based on an auction weighted by relevance and presented as an auction at the second price. The successful advertiser therefore does not systematically pay his maximum bid.

The right calculation is not "How much does the click cost? »

The real question is: how much can a click bring back without damaging the company's margin?

A simple estimate is to calculate:

Maximum equilibrium CPC = prospect conversion rate × customer conversion rate × gross margin per customer

Consider a consultant:

  • 8 % visitors reserve an exchange;
  • 25 % exchanges become customers;
  • each new customer generates 300 € gross margin.

The theoretical maximum equilibrium CPC would be:

0,08 × 0,25 × 300 € = 6 €

A maximum bid of 3 to 5 dollars could then merit a test before taking into account business time, cancellations and other costs.

Now let's take a digital product generating 40 € margin with a conversion rate of 2 %:

0,02 × 40 € = 0,80 €

In this second scenario, a click paid several dollars would be difficult to achieve without additional sales, recurrence or higher conversion rates.

Common error — Choose a channel because it seems new before knowing the economic value of a visitor.

How to measure results?

Ads Manager can present:

  • impressions;
  • clicks;
  • expenditure;
  • click rate;
  • the average CPC;
  • the average MPC;
  • conversions.

OpenAI also offers advertising pixel, conversion API and event tracking documentation. The UTM settings added to the destination pages are kept when clicking.

However, a campaign should not be evaluated solely on its click rate. An advertisement can generate a lot of curiosity and very few qualified applications.

The key indicators remain:

  • the cost per request;
  • the cost per qualified reservation;
  • the cost per customer;
  • the value generated per customer;
  • the conversion time;
  • the cancellation or refund rate.

Formula for calculating the maximum cost-effective CPC for ChatGPT advertising

Why this format may interest a small business

Conversational advertising potentially arrives at a different point in a classical social advertisement.

The user is not necessarily distracting. It may be comparing, planning, solving a problem or seeking a solution adapted to a specific constraint.

This proximity to intent can be an advantage for:

  • a specialized offer;
  • a service addressing an identifiable problem;
  • a reservation;
  • software with a specific use case;
  • training directly related to a desired skill;
  • a product requiring a short explanation before clicking.

This does not mean that the hearing will automatically be more profitable. Early advertisers will still need to measure traffic quality, competition, available volume and user behaviour after the click.

What this new channel will not correct

ChatGPT Ads will not repair:

  • an offer that cannot be understood;
  • a slow or poorly adapted page;
  • a different promise between the ad and the page;
  • an endless form;
  • an appointment cannot be made;
  • a professional profile without proof or context;
  • a lack of tracking of conversions.

The danger would be to pay to amplify an already failing path.

This is exactly the problem developed in our guide on ads that generate clicks without producing customers.

Which destination page to prepare?

A person who clicks since a conversation comes with a question still fresh in mind. The finish page must continue this reflection, not oblige him to start his search again.

One intention, one page, one main action

Avoid systematically sending all traffic to a generalist homepage.

A good destination page must quickly answer five questions:

  1. Am I in the right place?
  2. Does this offer match my problem?
  3. Who exactly is she addressing?
  4. Why can I trust this person or company?
  5. What's the next move?

The title of the page must return to the problem or announced result. The evidence must be close to the promise. The tariff, format or conditions must be visible early enough to avoid unqualified applications.

Should we use a landing page, a LinkHub or a Booking page?

The choice depends on the intention of the campaign.

  • Landing dedicated page : recommended when an advertisement relates to a single offer.
  • Booking page: where the objective is to reserve a call, session or service.
  • LinkHub: useful for a discovery campaign with several coherent resources, but less suitable if the user has to perform a single action.

With VIFLY Booking, a coach or consultant can present his slots without adding several exchanges after the click.

A LinkHub VIFLY structured can serve as a destination when the visitor has to choose between an offer, reference content and a contact. However, it must maintain a visible hierarchy: a main action and then some secondary options.

Action to be taken — Open your future destination page on smartphone. Give yourself five seconds to identify the offer, its audience and expected action. If you need to scroll or interpret, the page is not ready yet.

Concrete applications according to your activity

Example for a coach

A general announcement such as "Develop your potential" remains difficult to relate to a specific intention.

An angle like "Structure your offer before your next launch" allows you to prepare a page dedicated to this problem, with:

  • the symptoms of a confused offer;
  • the method used;
  • the accompanying format;
  • concrete evidence;
  • available slots.

Example for a consultant

A conversion consultant could appear near a conversation about profitable click ads but low in sales.

The page should not present the entire career path. It should show:

  • how he diagnoses rupture;
  • the steps analysed;
  • a comparable case;
  • what the audit contains;
  • how to request an intervention.

Example for a therapist

Health and welfare professionals should be more cautious. OpenAI indicates that advertisements are not posted near sensitive topics such as health or mental health. Advertising policies, professional rules and applicable legislation must be monitored prior to any campaign.

A new advertising platform never exempts a regulated profession from its obligations.

Should we test now or wait?

Newness is not a sufficient argument. The right time depends on your situation.

Test when access is available if..

  • your market is officially eligible;
  • your offer addresses a specific problem;
  • your margin supports the envisaged CPC;
  • you already know your conversion rate;
  • your page is dedicated to an intention;
  • conversion events are properly monitored;
  • you can spend a budget on learning without waiting for an immediate return.

Wait again if..

  • your creator business is in an unaccessible market;
  • your offer changes weekly;
  • your page presents five competing actions;
  • you don't know how much a prospect is worth;
  • your product has a small margin;
  • you cannot differentiate a click from a sale;
  • your activity is highly regulated and the rules are not yet clarified.

Decision tree to know whether to test advertisements in ChatGPT.

What a French company can prepare now

The lack of immediate access does not mean that you should remain motionless.

1. Measuring the existing route

Raise for several weeks:

  • the number of visitors;
  • clicks to the offer;
  • applications;
  • reservations;
  • sales;
  • the average margin;
  • the time between the first visit and purchase.

Without this base, it will be difficult to know whether ChatGPT Ads brings higher or simply more expensive traffic.

2. Creating Pages by Intent

List the five most frequently asked questions before purchasing. Each question may reveal an advertising intention and a specific page.

For example:

  • " How to book without manual exchange? »
  • " How to submit multiple offers in one link? »
  • " How to turn an audience into an appointment? »
  • " How do I show my services without creating a complex site? »
  • « How to avoid losing a prospect after Instagram? »

3. Preparing for monitoring

Define the truly useful events:

  • consultation of the offer;
  • click on the main button;
  • opening the calendar;
  • confirmed reservation;
  • form sent;
  • purchase validated.

Avoid presenting a simple page view as a commercial conversion.

4. Build a message library

Prepare several formulations corresponding to distinct pains. The goal is not to write an all-out ad, but to link each message to a situation.

If you use artificial intelligence to produce these variants, our guide for use the AI without making its contents generic can help you maintain a recognizable point of view.

5. Check policies before each launch

OpenAI rules govern acceptable sectors, products and claims. As with any recent platform, they can change quickly.

The audit must take place at the time of the campaign, not six months earlier.

Checklist before launching a ChatGPT Ads campaign

  • Ads Manager is available in the advertiser's country.
  • The offer corresponds to an identifiable intention.
  • The margin allows for a realistic maximum CPC.
  • A specific page is ready.
  • The ad message matches exactly the one on the page.
  • The page works perfectly on mobile.
  • The main action is immediately visible.
  • The evidence is concrete and verifiable.
  • The conversion pixel or API is configured if available.
  • UTMs differentiate between campaigns and creations.
  • Cost per prospect and cost per client will be measured.
  • Advertising policies have been reviewed.
  • A limited learning budget has been defined.
  • A stop rule is provided if the results are not viable.

The stake does not end by click

The advertisements in ChatGPT open a new acquisition space. Yet they do not change a fundamental reality: an advertising platform can send a visitor, but it cannot structure the experience in your place.

After the click, the person must identify your activity, understand your offer, assess your credibility and know what to do.

It is in this continuity that VIFLY can be useful: bringing together a professional identity, content, offers, links and reservations in a coherent path.

The acquisition channel can change. The requirement remains the same: never pay to send someone to a destination that still asks them to guess.

FAQ about ads in ChatGPT

Do adverts influence ChatGPT’s responses?

No. OpenAI indicates that advertisers cannot influence responses. Ads are identified as sponsored and separated from the content generated by ChatGPT.

Do all ChatGPT users see ads?

No. The test mainly concerns adult users of Free and Go offers in eligible markets. Offers Plus, Pro, Business, Enterprise and Education are advertised as without advertising.

Can we buy ChatGPT ads from France?

In 15 July 2026, France and La Réunion are not included in the official list of countries accessible via OpenAI Ads Manager. This availability should be checked regularly.

How much does a click in ChatGPT cost?

There is no universal tariff. OpenAI currently recommends a maximum starting bid between 3 and 5 dollars for CPC campaigns. The real cost depends on auction, relevance and competition.

Is ChatGPT Ads interesting for a small business?

Potentially, if the offer meets a specific intent, has sufficient margin and leads to a page that converts. Without tracking sales and cost per customer, it is too early to conclude profitability.

Conclusion: don't confuse novelty and opportunity

ChatGPT Ads does not provide access to ChatGPT responses. It gives access to an advertising location placed in a conversational context.

The difference is crucial.

This new channel could become interesting for small businesses able to recognize an intention, respond to it with a precise offer and measure what happens after the click.

For French advertisers, the urgency is not yet to spend. It is to prepare: calculate the value of a click, structure the destination pages and measure the actions that really matter.

When the channel is accessible, the best prepared companies will not be the ones that have created an account as quickly as possible. They'll be the ones who know exactly why a visitor should click, stay and act.

Key points

Good content shouldn’t just be read. It should guide the reader towards a decision.

If this article has helped you clarify your strategy, the next step is to make your profile, links, offers and bookings easier to understand.