Experimentation ROI: how to think beyond uplift.

Makkar, M. (2025, May 5). Experimentation ROI: how to think beyond uplift. VWO. https://www.vwo.com/

 Makkar challenges the traditional marketing focus on "uplift" as the primary measure of experimental success. The article argues that the true return on investment for experimentation lies in risk mitigation and organizational learning. The author introduces a holistic framework for calculating ROI that accounts for the long-term value of accumulated insights. By shifting the perspective, Makkar provides a case for building a dedicated culture of experimentation for leaders to understand impact.