ChatGPT Ads Have Arrived - What This Means for Your Paid Ads Strategy

ChatGPT ads are now live. OpenAI has started testing advertising inside ChatGPT in the US, beginning with free and lower-cost tier users. The ads are clearly labelled as “sponsored” and appear underneath the response, while paid plans remain ad-free¹².

On the surface, it might look like just another platform adding ads.

But ChatGPT isn’t just another platform.

People use it to research products, compare options, ask for recommendations, and sense-check decisions. It’s becoming part of the consideration journey, especially in categories like fashion and beauty where customers want guidance before they buy.

That’s why this launch matters.

A lot of the early conversation has focused on one number: a reported $60 CPM³. For some marketers, that sounds expensive. For others, it reflects the fact that these impressions may sit closer to decision-making moments than traditional awareness media.

The real question isn’t just about cost.
It’s about what role ChatGPT now plays in the funnel and how paid media strategies need to adapt.

What We Know So Far

Ads Are Being Introduced Carefully

OpenAI has positioned advertising as a way to expand access to ChatGPT while maintaining answer quality and neutrality¹. Sponsored placements are clearly labelled and presented separately from the AI’s response². The company has stated that ads will not influence the substance of answers¹.

This separation is critical. ChatGPT’s value proposition is rooted in trust. If users suspect answers are commercially shaped, the platform risks long-term credibility. The current design suggests OpenAI is prioritising transparency and user confidence.

For advertisers, this means placements are adjacent rather than embedded - visible, but not blended into the conversational output.

Ads Are Currently Limited to Free and Go Users

Reports indicate ads are being tested with Free and Go users in the US²⁴. Paid tiers - including Plus, Pro, Business, Enterprise, and Education - remain ad-free².

This tiered approach mirrors subscription-based digital ecosystems where advertising subsidises lower-cost access. In practical terms, early inventory will likely focus on a broad consumer audience.

As adoption scales, brands will need to assess audience composition, usage behaviour, and session context to determine fit.

Privacy and Brand Safety Remain Central

OpenAI has stated that advertisers do not gain access to individual chat conversations¹². Users can control ad personalisation settings, and restrictions apply to sensitive categories and under-18 audiences²⁵.

For marketers, this likely means contextual relevance will play a larger role than granular behavioural targeting in the early stages.

Success in this environment may depend on:

• Strong alignment with the user’s prompt
  
  
• Clear and concise value propositions
  
  
• Messaging that feels helpful rather than intrusive

The $60 CPM Debate

Much of the early reaction to ChatGPT advertising has focused on one number: a reported $60 CPM³.

Compared to typical social or display campaigns, where CPMs often range from $5 to $20, that sounds expensive. Naturally, marketers are questioning whether it can scale efficiently.

But CPM alone doesn’t determine value.

What matters is where in the funnel the impression sits.

If ChatGPT ads appear during broad, informational conversations — the kind that build awareness at the top of the funnel — then $60 would feel high. Top-funnel impressions are usually priced for reach and volume.

However, if ads are triggered during product comparisons, solution research, or decision-driven prompts, that’s lower-funnel behaviour. These are moments when users are actively evaluating options and moving closer to purchase.

Mid- and lower-funnel impressions are typically more valuable because they influence decisions - not just awareness.

So the real question isn’t just about price.
It’s about funnel position.

If ChatGPT ads sit closer to the bottom of the funnel, the economics look very different than if they sit at the top.

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Understanding Behaviour in a Conversational Interface

ChatGPT is commonly used for:

• Research and exploration
  
  
• Comparing products or services
  
  
• Understanding trade-offs
  
  
• Generating recommendations
  
  
• Clarifying complex topics before decisions
  
  

When users ask:

• “What’s the best foundation for oily skin?”
  
  
• “Best sustainable fashion brands for workwear?”
  
  
• “Which skincare routine is best for acne-prone skin?”
  
  

They are not passively browsing. They are actively evaluating options.

If ads are surfaced within these contexts, the environment begins to resemble search behaviour rather than passive content consumption.

That behavioural distinction is critical when assessing both performance potential and pricing logic.

Early Signals from Product Design

Although comprehensive performance data is not yet public, early reporting highlights several structural elements:

• Ads appear below responses rather than embedded within answers²
  
  
• Sponsored content is clearly labelled²
  
  
• The AI’s response remains independent from advertising¹
  
  

This cautious rollout indicates OpenAI is attempting to balance monetisation with trust.

For advertisers, it suggests that contextual relevance and prompt alignment will likely drive outcomes more than interruption tactics.

Creative strategy in this environment should reflect how users behave: focused, task-oriented, and seeking clarity.

What This Means for Brands

For marketing leaders, ChatGPT ads represent an emerging category of AI-integrated media.

Before allocating significant budget, brands should consider:

• What types of prompts trigger ads?
  
  
• How commercial are those moments?
  
  
• What reporting and measurement capabilities are available?³
  
  
• How does performance compare to search or other intent-driven channels?
  
  

It may be too early to draw firm ROI conclusions. But it is not too early to begin structured testing.

The brands that benefit most from emerging channels are often those that understand behavioural context early - and adapt creative and measurement accordingly.

At Bravada, we help brands evaluate emerging platforms with structured experimentation and data-led strategy. We also support brands in strengthening their organic GEO (Generative Engine Optimisation) — so they appear naturally within AI-driven search and conversational results, not just through paid placements.

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If you’d like support improving your visibility in AI search, contact us at hello@bravada-uk.com. 

Sources

¹ OpenAI – Our Approach to Advertising and Expanding Access to ChatGPT – https://openai.com/index/our-approach-to-advertising-and-expanding-access/

² The Verge – OpenAI Testing Ads in ChatGPT – https://www.theverge.com/ai-artificial-intelligence/876029/openai-testing-ads-in-chatgpt

³ Search Engine Land – ChatGPT Ads Come With Premium Prices – https://searchengineland.com/chatgpt-ads-come-with-premium-prices-and-limited-data-467970

⁴ Search Engine Journal – OpenAI Begins Testing Ads in ChatGPT – https://www.searchenginejournal.com/openai-begins-testing-ads-in-chatgpt-for-free-and-go-users/566869/

⁵ Business Insider – OpenAI Rolls Out Ads in ChatGPT – https://www.businessinsider.com/chatgpt-ads-us-privacy-data-sam-altman-2026-2

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