That moment changed how I approached paid social media testing. I stopped listening to influencers and started building my own rigorous frameworks. Over the last nine years, I have learned…

Have you ever wondered if your lead generation budget is actually being drained by the friction of an external website? It is a question that defines the daily workflow of…

One quick win I often share with growth teams involves tightening your audience lookback from a standard month to just one week for high-intent actions. In a recent experiment for…

Discussing innovation often feels like chasing shadows until you apply a rigorous framework to the process. In my nine years of analyzing social platform data, I have found that true…

In the early years of my career, I spent weeks running what I thought was a perfect experiment. I was testing a multi-slide format against a single, high-quality static photo…

In my nine years of analyzing social media data, I have learned that intuition is often the enemy of growth. Early in my career, I managed a campaign where we…

The wear-and-tear of running social media experiments for nearly a decade is something most “gurus” never mention. After nine years of staring at platform-native analytics and third-party tracking logs, I…

Focusing on first impressions, I remember a specific experiment I ran for a regional medical clinic that nearly collapsed because I ignored a simple variable. I had set up what…

I remember sitting in a dimly lit office three years ago, staring at a dashboard that showed a 30% drop in unpaid distribution for a major retail client. They had…

Focusing on pet-friendly choices is a lot like selecting a campaign goal. If you have a high-energy dog, you need a yard. If you have a high-energy sales target, you…