Key Takeaways Implement a robust holdout group strategy, allocating at least 5-10% of your target audience to a control group to accurately measure AI incrementality.…
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8 min read
For too long, marketing teams have grappled with a fundamental problem: accurately measuring the true, incremental impact of their campaigns amidst a cacophony of channels…
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10 min read
The year was 2025, and Sarah, the Head of Marketing for “Terra Threads,” a rapidly growing sustainable fashion brand based out of Atlanta, was staring…
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9 min read
UTM stripping is a silent killer of marketing attribution, distorting data and making it impossible to truly understand campaign performance. This problem, where browsers and…
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8 min read
Key Takeaways Implement a controlled experiment design, such as geo-lift or ghost ads, to accurately measure the true impact of AI campaigns beyond last-click attribution.…
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9 min read
Key Takeaways Implement a minimum of three key performance indicators (KPIs) per AI agent to ensure comprehensive performance tracking and actionable insights. Prioritize real-time data…
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8 min read
Key Takeaways Our campaign leveraged a $150,000 budget over 12 weeks, achieving a 2.8x ROAS and reducing CPL by 30% through dynamic AI adjustments. Implementing…
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10 min read
For too long, media buyers have chased fleeting metrics, fixating on immediate ROAS and neglecting the profound impact of Customer Lifetime Value (CLTV). This shortsighted…
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9 min read
As an analytics leader, my vision for effective marketing isn’t just about collecting data; it’s about achieving true unified measurement across every single touchpoint. This…
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9 min read
The marketing world is rife with misconceptions, especially when it comes to understanding the true AI impact on campaigns and measuring incrementality without relying on…
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7 min read
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