Sean Black, GM of Dailymotion's Audience Path, discusses the importance of using proprietary, first-party video-viewing data to train agentic AI platforms like their tool, Ray. The discussion emphasizes that the quality and origin of training data are more critical for effective audience targeting than the mere adoption of AI tools.
The shift toward using owned, first-party streaming data for Audience Path AI training addresses the growing unreliability of rented datasets and third-party cookies. By leveraging Dailymotion’s massive internal signal pool, the platform provides a blueprint for how video technology companies can bypass the 'black box' problem of generic AI models. This approach forces a competitive pivot in the ad tech ecosystem, where the value of an AI tool is increasingly dictated by the exclusivity of its underlying data rather than its processing speed. Watch for whether pharmaceutical and other high-privacy sectors adopt this behavioral modeling to reach niche patient populations without compromising sensitive health information.
Industry leaders are increasingly focused on data foundations for agentic AI as the primary differentiator for performance marketing in 2026. This trend aligns with broader efforts to implement multi-agent AI orchestration patterns to manage complex data workflows, similar to how Meta AI ad agents are currently automating bulk campaign submissions.
Audience Path is now utilizing Dailymotion’s proprietary first-party data from 5 billion monthly video streams to train its agentic AI platform, Ray. This shift allows marketers to improve audience targeting across connected TV and online video without relying on third-party cookies, emphasizing data quality over generic AI model adoption.
Audience Path uses proprietary first-party data derived from 5 billion monthly video streams provided by Dailymotion.
The agentic platform powered by Audience Path is called Ray.
The platform combines video consumption signals with search, social, and geo-demographic data to identify real-time consumer intent.
The platform is shifting toward owned, first-party streaming data to address the growing unreliability of third-party cookies and rented datasets.
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