In my first three years as a data analyst, I followed the “best practice” guides published by major platforms. I believed that if I followed their creative suggestions, my video…

Discussing room-specific needs is the first step in any robust data project. When I look at paid traffic for professional mentors and educators, the data often behaves differently than in…

In my nine years of analyzing social media data, I have learned that layering is the secret to a successful experiment. Much like an architect adds layers to a blueprint…

Focusing on aesthetics is a common trap that many creative teams fall into when launching new campaigns. I have spent nine years analyzing data, and I have seen many beautiful…

Talking about smart homes, you realize that the most expensive gadgets mean nothing if the sensors are not calibrated. A smart thermostat that thinks it is 80 degrees when it…

Discussing expert picks in the world of digital marketing often leads to a cycle of chasing the latest “viral” trend. Over my nine years of running structured social media experiments,…

Have you ever spent your entire monthly budget on a “viral” content format only to see your conversion rates drop to near zero? Many marketers follow trends based on “gut…

The digital landscape moves fast, and what worked for an online store last month might fail today. Adaptability is the most important trait for any marketer who relies on data….

Future-proofing your digital presence requires more than just following the latest trends. It demands a shift from reactive posting to proactive, evidence-based distribution. As platform algorithms become more complex, the…

The landscape of paid social media is shifting from broad targeting toward algorithmic precision. Over the last nine years, I have seen the “spray and pray” method replaced by structured,…