MASTERCLASS
How to Read Basic 30/60/90-Day Cohort Reports
Welcome to the "truth serum" of your e-commerce business. While your standard dashboard might show revenue climbing, it can easily hide a leaky bucket. If you are spending thousands to acquire customers who buy once and never return, your business is on a treadmill—you have to run faster and faster just to stay in the same place. The Cohort Report is the only tool that strips away the noise of daily ad spend, viral spikes, and seasonal promotions to answer one fundamental question: Do people actually like your product enough to come back?
A "cohort" is simply a group of people who did the same thing at the same time—usually, they are the group of customers who made their very first purchase in a specific month. For example, the "January Cohort" consists exclusively of new customers acquired in January. The Cohort Report tracks this specific group over time, ignoring everyone else. It freezes them in time and watches their behavior in Month 1 (days 0-30), Month 2 (days 31-60), and Month 3 (days 61-90). This isolation is critical because it prevents new customer data from masking the behavior of old customers.
Strategic mastery of this report allows you to separate the quality of your traffic from the quality of your product. If your revenue is up but your Month 1 retention rate is plummeting across recent cohorts, you know that while your marketing team is bringing in bodies, your product or onboarding experience is failing to satisfy them. Conversely, if your retention rates are inching up month over month, you have tangible proof that your new unboxing experience, email welcome flow, or product improvements are building long-term equity.
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