Challenge
A global brand was investing across multiple channels (paid, owned, retail, partner). Performance varied by region and channel, and internal teams were debating what to cut, what to scale, and where the customer journey was breaking.
The ask: build a channel performance view that connected signals (awareness, consideration, conversion, satisfaction) to business outcomes—so budget and execution decisions were evidence-based.