About
Marketing attribution continues to be one of the toughest challenges facing brands today. Traditional models often fail to capture the true drivers of incremental growth, leaving executives with fragmented insights and misaligned decisions. In this webinar, we’ll introduce the Marketing Accounting Framework (MAF), a structured approach that helps unify financial rigor with modern attribution practices.

We’ll walk through a simple forecasting exercise to showcase how using last click data to build forecast can lead to misaligned expectations for business performance and how causal multipliers can help correct your forecasting accuracy.

Finally, you’ll learn how M-Squared, the industry’s first attribution marketplace, equips marketers and executives with the education, expert community, and bespoke services needed to put these practices into action. Whether you are recalibrating your measurement approach or building a roadmap for advanced attribution, this session will give you both the strategic frameworks and practical tools to move forward.
When
Thursday, October 23, 2025 · 11:00 a.m. Eastern Time (US & Canada) (GMT -4:00)
Agenda
  • Why traditional attribution often fails to predict true demand sales.
  • How the Marketing Accounting Framework (MAF) structures advanced attribution.
  • Practical applications of MMM and incrementality testing to refine multipliers.
  • How to evaluate incremental contribution across channels with greater accuracy.
  • How M-Squared supports brands with education, expert guidance, and tools.
Presenters
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Madan Bharadwaj
Founder, CEO at M-Squared
Madan Bharadwaj is an advanced marketing measurement expert with over 15 years of experience and four attribution startups. He has pioneered innovations like multi-touch attribution and incrementality testing, helping marketers move beyond last-click models.

As the founder of M^2, Madan champions a methodology-agnostic approach to media attribution, offering the industry’s first advanced attribution masterclass. Through the M^2 marketplace, he connects brands with high quality attribution talent and services, enabling smarter media investment decisions.
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Anthony Vargas
Senior Editor at AdExchanger
Anthony covers publisher news and sell-side technology, with a particular focus on the rise of alternative datasets to replace those derived from third-party cookies. He also covers the gaming, digital audio and digital out of home markets. His previous B2B publishing experience includes covering the commercial audiovisual and music retail industries. He also has a background in literary publishing.
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