Earlier this week, I had the pleasure of being hosted by Torsten Mueller-Klockmann for a fireside chat at Meta’s DACH Measurement Roundtable. We dove deep into some painful truths about measuring what actually matters—and the cultural shift required to face realities that shake long-standing beliefs.
As I looked around the room and listened to the questions, it became instantly clear: everyone is feeling this exact same pain. The nods of agreement were a reminder that these aren't isolated challenges; marketing teams everywhere are fighting the same uphill battles.
Reflecting on the discussion, one major takeaway stood out: 𝗧𝗵𝗲𝗿𝗲 𝗶𝘀 𝗮 𝗺𝗮𝘀𝘀𝗶𝘃𝗲 𝗴𝘂𝗹𝗳 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗵𝗮𝘃𝗶𝗻𝗴 𝘁𝗵𝗲 𝗿𝗶𝗴𝗵𝘁 𝘁𝗼𝗼𝗹 𝘀𝘁𝗮𝗰𝗸 𝗮𝗻𝗱 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗲𝗺𝗽𝗼𝘄𝗲𝗿𝗶𝗻𝗴 𝘆𝗼𝘂𝗿 𝘁𝗲𝗮𝗺𝘀 𝘁𝗼 𝘂𝘀𝗲 𝗶𝘁 𝗳𝗼𝗿 𝗿𝗲𝗮𝗹 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗺𝗮𝗸𝗶𝗻𝗴.
Here are the harsh realities we need to confront:
• 𝗖𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝗰𝗲 != 𝗖𝗼𝗿𝗿𝗲𝗰𝘁𝗻𝗲𝘀𝘀: Too many companies mistake a model’s statistical confidence with the actual, bad practice of how they apply incrementality for decision-making.
• 𝗧𝗵𝗲 𝗛𝗲𝘂𝗿𝗶𝘀𝘁𝗶𝗰 𝗧𝗿𝗮𝗽: We force flawed heuristics and assumptions to act as a bridge. When those heuristics and bad processes inevitably fail, we blame the model—not our lack of investment in making the whole stack better.
• 𝗧𝗵𝗲 𝗕𝗹𝗮𝗺𝗲 𝗚𝗮𝗺𝗲: It’s easier to point fingers at the technology than it is to admit our internal processes are broken.
We need to be honest: 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗶𝘀 𝘁𝗵𝗲 𝘀𝗶𝗻𝗴𝗹𝗲 𝗹𝗮𝗿𝗴𝗲𝘀𝘁 𝗮𝗿𝗲𝗮 𝗶𝗻 𝘆𝗼𝘂𝗿 𝗼𝗿𝗴𝗮𝗻𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝘁𝗵𝗮𝘁 𝗶𝘀 𝗳𝗼𝗿𝗰𝗲𝗱 𝘁𝗼 𝗺𝗮𝗸𝗲 𝗵𝗶𝗴𝗵-𝘀𝘁𝗮𝗸𝗲𝘀 𝗱𝗲𝗰𝗶𝘀𝗶𝗼𝗻𝘀 𝘂𝗻𝗱𝗲𝗿 𝗲𝘅𝘁𝗿𝗲𝗺𝗲 𝘂𝗻𝗰𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆.
Here is the truth: 𝗨𝗻𝗰𝗲𝗿𝘁𝗮𝗶𝗻𝘁𝘆 𝘄𝗶𝗹𝗹 𝗻𝗲𝘃𝗲𝗿 𝗴𝗼 𝗮𝘄𝗮𝘆.
We will never have a crystal ball. But while we can't eliminate uncertainty entirely, we can reduce it—provided we are intentionally honest about what the data is actually telling us, and where its limits lie.
Stop looking for a silver-bullet tool (flawed attribution in isolation) to hide behind. Instead, let’s start building the culture, transparent processes, and team empowerment required to navigate the unknown.
Thank you to Torsten and everyone who attended for sharing your experiences and keeping the conversation so transparent.
#MarketingMeasurement #Incrementality #DataCulture #Leadership
Amazing Sarah Marshall!!