A/B testing in product marketing is often seen as a tactical activity—testing headlines, buttons, or layouts. In practice, it is far more strategic. It determines how effectively product marketing learns, improves, and scales based on real user behavior. Across industrial product environments, SaaS platforms, and professional learning ecosystems, one pattern is consistent: Decisions are made. Very few are validated systematically through experimentation. This is where underst