Marketing measurement sits at a critical crossroads. As brands navigate an increasingly complex landscape of channels and tactics, the quest for reliable performance insights has never been more important. Many … Continued

When evaluating a marketing mix model (MMM), two terms frequently come up: calibration and validation. While both processes aim to ensure your model delivers accurate insights, they serve fundamentally different … Continued

Anyone who’s played a video game knows that sometimes their physics engines don’t quite match reality. Objects float mysteriously, characters clip through walls, and horses climb vertical mountains. The games … Continued

You’re watering a houseplant. The first cup of water helps it thrive. The second cup still adds value. But by the tenth cup, you know you’re drowning the roots and … Continued

Model calibration may sound like a technical term reserved for data scientists, but it’s a crucial concept for any marketer relying on marketing mix modeling (MMM) for insights. In simple … Continued

If you’re running TikTok Shop campaigns, you’ve probably noticed something frustrating: the performance data TikTok shows you doesn’t tell the complete story. Your lifestyle content and brand storytelling might look … Continued

The writing has been on the wall for years: consumer privacy isn’t just a compliance checkbox—it’s becoming a key differentiator for brands. Over a third of Americans now use ad … Continued

Marketing measurement has taken some interesting turns recently. With privacy changes impacting tracking abilities, many marketers are turning to marketing mix modeling (MMM). But there’s a twist—some companies suggest that … Continued

Your Q3 performance tanked. Facebook ROAS dropped 40%. Google campaigns struggled. Your boss wants answers, and everyone’s pointing fingers at creative fatigue or audience saturation. But what nobody mentions is … Continued

Your TikTok campaign ended three weeks ago, but people are still converting from it today. Your podcast sponsorship from last quarter is still driving branded searches. Your influencer collaboration from … Continued