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How Brands Are Testing ChatGPT Ads As A Mid-Funnel Power Play

How Brands Are Testing ChatGPT Ads As A Mid-Funnel Power Play
Interest|High-Quality Software

ChatGPT Ads: A New Kind of Mid-Funnel Intent Engine

ChatGPT ads are sponsored placements that sit within an AI conversation, positioned to reach users while they research, compare options, and articulate needs with more context than a typical search query, making the format a distinct mid-funnel marketing channel rather than a pure awareness or bottom-funnel performance buy. OpenAI used its first official appearance at Cannes Lions to push exactly this story: people come to ChatGPT with “a job to be done,” which creates richer contextual intent than keyword-based buying. This is not a minor messaging tweak—it is OpenAI’s attempt to reframe advertising around conversations rather than clicks. Brands are being told that the real opportunity lies in the decision layer, where users ask detailed questions and weigh trade-offs, and that ChatGPT can turn those moments into performance-focused inventory without polluting the organic answer stream.

How Brands Are Testing ChatGPT Ads As A Mid-Funnel Power Play

Inside Cannes: OpenAI’s Mid-Funnel Pitch and Revenue Imperative

OpenAI’s Cannes debut was less about creative awards and more about a hard-nosed business pivot: turning ChatGPT into an advertising platform that can sit beside Google and Meta in media plans. Dave Dugan, the company’s head of global advertising, framed the offering as “something brand new to the market” and an alternative channel for advertisers that will subsidise and grow access to information. That lofty mission is paired with a brutal financial reality. According to the Financial Times, OpenAI spent USD 34 billion (approx. RM156.4 billion) last year, with expenses still outpacing revenue. The confidential filing for a U.S. IPO makes growth in ad income more than a side project—it becomes a narrative for investors. Positioning ChatGPT ads as mid-funnel inventory where roughly 20% of queries show direct commercial intent is OpenAI’s way of saying: this is not experimental innovation, this is a new revenue engine with clear demand signals.

What the Early Brand Adoption Signals Really Say

For now, the data suggests brands are willing to test this new channel rather than wait on the sidelines. ChatGPT ads have expanded to seven markets since February, with more territories already queued up. OpenAI’s ad-tech partner Criteo reports more than 2,000 brands buying ChatGPT inventory through its platform—a sizable beta cohort for a format that did not exist months ago. Operationally, OpenAI has launched a self-service ads manager and moved from cost-per-thousand impressions to add cost-per-click bidding, which it says quickly became popular. The company is touting falling “cross-out rates,” claiming ad dismissals are down 50% since launch, without observable degradation in user behaviour. For marketers, those brand adoption signals matter more than glossy decks. They suggest that when ads respect the conversational flow—answer first, then offer—users will tolerate, and sometimes welcome, mid-funnel prompts that feel like next steps rather than interruptions.

Measurement, Trust, and How ChatGPT Ads Differ from Search and Social

OpenAI knows it cannot win against Google and Meta with novelty alone; it needs credible measurement and a stronger trust narrative. Instead of building a closed ad stack, it is stitching ChatGPT into existing workflows through partners including LiveRamp, Criteo, Adobe, StackAdapt, and major agency groups. The LiveRamp tie-up centres on using its Conversions API Hub to extend measurement beyond shaky browser tracking—an implicit admission that chat environments demand different attribution tools. At the same time, OpenAI is stressing strict separation between sponsored boxes and organic answers, and says conversational information is not shared with advertisers. That is a deliberate contrast with platforms that mine every scroll and click for targeting signals. By framing ChatGPT as an "intelligence economy" rather than an attention grab, OpenAI wants brands to believe they can tap richer intent without stepping into another data-surveillance controversy, even as the broader AI sector faces rising scrutiny.

Why Marketers Should Treat ChatGPT Ads as a Distinct Mid-Funnel Channel

Marketers who treat ChatGPT ads as warmed-over search units will miss the point. The format is built around query context, not isolated keywords, and OpenAI is explicit that mid-funnel decision moments are the current centre of gravity. Sponsored boxes appear below the organic answer for free and Go-tier users, turning recommendations and comparisons into immediate next-step calls to action. Early learnings show response rates improve when the creative feels like an extension of the assistant’s answer, framed around user benefits or a direct response to the original question, rather than generic product listings. That makes ChatGPT a different kind of mid-funnel marketing channel: closer to a consultative salesperson than a search results page. The smart move now is controlled testing—build campaigns around decision-stage questions, plug ChatGPT into existing measurement through partners, and treat success or failure as a signal about where conversational AI sits in the broader OpenAI ad strategy and in your media mix.

Milik earns a commission when you shop through our links, at no extra cost to you. This article was generated with AI from published sources and product data.

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