Common Pitfalls in Scaling A/B Testing Programs

Teams often kickstart A/B testing programs with a handful of tests backed by a straightforward process and a shared doc. That works well enough at low volume. Early wins increase confidence, more teams want access to testing, and leadership begins looking at experimentation as a lever for growth rather than a side initiative.