attribution

From Measurement to Decision Intelligence: The Future of Marketing Analytics

From Measurement to Decision Intelligence: The Future of Marketing Analytics

  • ARF Invited Paper by Jim Spaeth and Alice K. Sylvester

Marketing effectiveness analytics is undergoing a profound transformation. As marketers face growing complexity across channels, data sources and consumer journeys, artificial intelligence is accelerating the shift from retrospective measurement toward dynamic, decision-oriented systems. This paper examines a decade of innovation in marketing analytics, highlighting the rise of integrated measurement frameworks, experimentation, machine learning and emerging AI-powered modeling approaches that promise to reshape how organizations understand and optimize marketing performance.

Member Only Access
The Convergence of Content and Commerce: The Case of Shoppable Ads

The Convergence of Content and Commerce: The Case of Shoppable Ads

  • ARF
  • CROSS-PLATFORM MEASUREMENT COUNCIL

Shoppable advertising is reshaping the relationship between media and commerce, and measurement practices are still catching up. In this report, the ARF Cross-Platform Measurement Council’s Attribution Working Group examines how brands, platforms, retailers and publishers are defining, deploying and evaluating Shoppable Ads. Based on nine in-depth industry interviews, this report highlights growth trends, key use cases, measurement methods and challenges, and the path toward scalable, closed-loop attribution to Shoppable Ads.

Member Only Access
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