$60 CPM and a Question of Intent: Target’s Gamble on ChatGPT Advertising
$60 per 1,000 views. That’s the initial price point Target is reportedly paying to test advertising within OpenAI’s ChatGPT, a figure that immediately flags the high-stakes nature of this experiment. While the cost itself isn’t unprecedented in the digital advertising landscape, the context – a nascent ad format within a generative AI interface – reveals a deeper story. This isn’t simply about reaching consumers where they are; it’s about anticipating where they will be as shopping increasingly shifts towards conversational AI, and establishing a foothold before the measurement standards are set. Target’s move, beginning February 9th after a three-day OpenAI delay, isn’t a bet on impressions, but on capturing intent during a conversation, a fundamentally different proposition than traditional search or social media advertising.
The core idea is elegantly simple: match user prompts with relevant product ads. A user asking ChatGPT for countertop cookie appliance recommendations might see an ad for an air fryer promoted through Target’s Roundel retail media network. This mirrors the logic of search advertising – responding to expressed need – but within a conversational flow. However, the success of this alignment hinges on a critical question: will consumers perceive these ads as helpful suggestions or intrusive interruptions? The answer will dictate whether ChatGPT becomes a viable performance channel, or remains a costly experiment. Roundel’s SVP, Matt Drzewicki, frames the pilot as a “thoughtfully test and learn” exercise, prioritizing “consumer relevance and trust,” but the underlying pressure to demonstrate ROI is palpable.
Based on the original digiday.com report.
The timing of Target’s foray into ChatGPT advertising is crucial. The retailer has already reported a 40% month-over-month increase in traffic to its site originating from ChatGPT, a growth rate that justifies exploring advertising as a natural extension of its existing AI integrations. Last November, Target launched a dedicated experience within ChatGPT, and earlier this year partnered with Google’s Gemini on similar shopping integrations. This isn’t an isolated initiative; it’s a strategic pivot towards agentic commerce, where AI proactively assists shoppers. However, this proactive approach is being tested against a backdrop of uncertainty. The initial ad placements will be measured by “aggregated performance metrics” – impressions, clicks, and early indicators of sales – but these metrics lack the closed-loop measurement and first-party data integration that define established retail media networks.
This gap in measurement is precisely what’s giving some advertisers pause. Adthena’s CEO, Philip Thune, notes that some clients declined to participate due to concerns about ad placement control, stating OpenAI couldn’t guarantee when or where their ads would appear. This lack of transparency highlights a fundamental tension: OpenAI is offering access to a potentially powerful new channel, but lacks the sophisticated targeting and reporting capabilities that advertisers have come to expect. Target, however, appears willing to accept this ambiguity in exchange for an early seat at the table, hoping to influence the development of ChatGPT’s advertising ecosystem. Drzewicki explicitly states the long-term goal is to integrate first-party data, achieve closed-loop measurement, and introduce more flexible buying models, effectively transforming ChatGPT into a more robust retail media platform.
The implications extend beyond Target and OpenAI. If ChatGPT advertising proves successful, it could disrupt the existing retail media landscape, forcing players like Amazon and Walmart to adapt to a new conversational commerce paradigm. The $60 CPM, while significant, is less important than the potential for intent-driven advertising within a highly engaging interface. The real question for investors and consumers isn’t whether Target will see a return on this initial investment, but whether OpenAI can deliver on its promise of a seamless, personalized, and helpful advertising experience. Will ChatGPT become a genuine discovery engine, or simply another source of digital clutter? Watch closely for how quickly OpenAI addresses the measurement gaps and integrates first-party data – the speed of that evolution will determine whether this pilot program is a prelude to a new era of advertising, or a fleeting experiment.
