During the 2020 lockdown, I began studying consumer psychology in depth—from pricing behavior and cognitive biases to the triggers that influence purchase decisions.
It wasn't random. I had always been more interested in the person behind the click than the click itself. When a case study showed that changing a price from 150 to 149 lifted conversions by a measurable margin, I didn't see a trick. I saw a system I wanted to test.
"I wasn't looking for a marketing career. I was looking for a way to test whether psychology worked at scale. Marketing just happened to be the best laboratory available."
What followed was a deliberate build—from my first media buying role in 2021, through agency environments and in-house e-commerce, to a $9,682,218 multi-channel budget forecast for a Saudi government digital platform, accurate to within $100,000 of the actual government allocation and delivered in a single day.
That number isn't the destination. It's proof that the methodology works.