How Many Users Do You Need to Measure Your Impact?

If you don't have enough users, you're not gonna be able to detect the size of your impact. So it depends on what your base rate is and then also what your expected lift or change is in that metric. It takes a lot of upfront work and this is something that's not readily apparent. A. testing is not going to give you an answer to a question you don't ask.