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…

Have you ever looked at a high-performing post and wondered if the success came from the creative itself or simply the time of day it was published? This is the…

You have probably seen the heated debates in marketing forums. One expert claims that showing a customer’s success story is the only way to build trust. Another swears that twisting…

Most social media campaigns fail because they ignore the front-line data from the people actually closing the deals. I have spent nine years running controlled experiments on major platforms, and…

What if you could definitively prove that your highest-converting ad was actually attracting your lowest-quality users? Early in my career as a data analyst, I watched a marketing team celebrate…

According to data from the U.S. Small Business Administration, over 64% of small businesses use social media to reach customers, yet a significant portion struggle to quantify the direct impact…

“In God we trust; all others must bring data.” This famous quote by W. Edwards Deming perfectly captures the mindset required for modern social media testing. In my nine years…

I remember sitting in a quiet office three years ago, watching a live dashboard for a high-spend campaign. We were pushing a new software tool through Instagram Stories. The ad…