A well-structured experimentation document will save the CRO practitioner a great deal of time and will create great reporting for stakeholders on an experiment’s details.
Most segmentation strategies focus on things like gender, geographic location, race, weekend vs. weekday traffic and the like. However, I have found that segmenting by user action is far more effective at driving conversion.