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Inside NBCUniversal’s test to use AI agents to sell ads against a live NFL game

NBCUniversal’s Ryan McConville joined the Digiday Podcast to break down the mechanics of the company’s first-of-its-kind agentic AI ad sales test.

7 April 2026 at 08:17 am
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Inside NBCUniversal’s test to use AI agents to sell ads against a live NFL game

NBCUniversal recently took an unprecedented step in the world of advertising by testing the use of AI agents to sell ads during a live NFL game. This groundbreaking initiative, which involved collaboration with ad agency RPA, marketing analytics firm Newton Research, and Comcast-owned ad tech firm FreeWheel, aimed to explore the potential of AI in the realm of live TV advertising.

The test, conducted last month, saw AI agents actively participating in the buying process of an ad slot during a live NFL playoff game. This was a significant departure from traditional methods, as live TV events, especially those of the scale and popularity of the NFL, have historically been considered challenging for AI to tackle.

Ryan McConville, the chief product officer and EVP of ad products and solutions at NBCUniversal, discussed the mechanics of this test on the Digiday Podcast. He explained that the AI agents were designed to accurately represent the preferences and objectives of the buyers, while also understanding the inventory available for sale.

McConville emphasized that the test was a successful technical proof-of-concept. He stated, "It works. It is a functioning technical proof-of-concept that accurately represents what the buyer wants to buy and what the seller has to sell." This statement highlights the potential of AI in streamlining the ad sales process and enhancing the efficiency of advertising in live TV events.

The collaboration between NBCUniversal and the other firms involved in the test underscores the evolving landscape of advertising technology. As AI continues to advance, its integration into various aspects of the advertising industry, including live TV events, is becoming increasingly feasible.

The success of this test could pave the way for further exploration and implementation of AI in ad sales, particularly in the context of live TV. By leveraging AI's capabilities, advertisers and media companies can potentially optimize their ad placements, improve targeting, and enhance the overall advertising experience.

However, it is essential to note that while the test was successful, there are still challenges to be addressed. Live TV events involve a high degree of unpredictability and real-time decision-making, which can pose significant hurdles for AI systems. As such, the integration of AI in this space will require careful consideration and ongoing refinement.

In conclusion, NBCUniversal's test with AI agents to sell ads during a live NFL game represents a pioneering effort in the advertising industry. The successful outcome of this test demonstrates the potential of AI to revolutionize ad sales, particularly in the realm of live TV. As the technology continues to advance, it will be interesting to see how AI is further integrated into the advertising landscape and the impact it will have on the industry as a whole.

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