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Early in my career, I spent three weeks running what I thought was a perfect experiment on a series of video ads. I changed the hook of the video, the…

Imagine a scenario where your primary video series has maintained a steady 8% engagement rate for six months. Suddenly, over a three-week period, that metric drops to 2.4% while your…

Three years ago, I sat in front of a dashboard that showed a massive 45% spike in new audience acquisitions for a client’s profile. On the surface, it looked like…

I once spent three weeks optimizing a campaign for “high-intent” clicks, only to realize I was essentially paying for accidental thumb-taps from people trying to close a pop-up. It was…

Have you ever wondered why two identical ad sets, running in the same market, can produce wildly different lead costs? One day you are a hero, and the next, your…

For years, the loudest voices in marketing have chased the “viral” dragon, hoping a single lucky post would solve their growth problems. However, a significant shift is occurring among serious…

In the 2011 film Moneyball, Billy Beane famously challenged the traditional intuition of baseball scouts by relying on rigorous statistical analysis. He stopped looking at how a player looked in…

Can you trust your data when the platform tells you one thing and your bank account says another? This is the challenge I faced three years ago while managing a…

Trying to find the most profitable audience in a sea of social media data is like using a sieve to find gold in a muddy river. You start with a…

The most familiar faces in your marketing funnel are often the hardest to move. It seems like a contradiction. If someone has already spent time on your site, they should…