Find a cohort of your most engaged users and look backwards. Identify what actions they took the first day, the week, the first month, and subsequent time periods to get to their state. Identify these actions as pivotal moments you want new or casual users to take at each step of the journey. For example, if taking four actions in the first week led users to be more engaged the second week, prioritize these actions for new users in their first week over anything else.
For example, one of Initialized Capital’s portfolio companies I worked closely with chose the top-line metric ‘L7 Engagement,’ or the number of days a user has been active on the product during the last seven days). They chose the primary product lever to drive this as “Additional Actions taken per User.” They narrowed down the projects they were working on to only ones that drove additional actions per user (such as showing more in-line suggestions, creating off product promotions, sending contextual follow-up notifications, etc.) and cut the ones that didn’t. They saw their L7 Engagement rate turn around after a few experiment cycles and they expanded their focus to an additional product lever to drive L7 Engagement.