The D2C marketing playbook has changed fundamentally. What once worked with a small team, a few ad accounts, and manual reporting now struggles under the weight of platform complexity, content volume, rising costs, and shrinking attention spans. As D2C brands scale, marketing is no longer a creative-only function, it has become a high-frequency decision system. […]