Where you acquired a customer from can have a dramatic influence on their behavior, both in the initial purchase and all later purchases.
These acquisition channels lay down their expectations which can persist for a long time.
Anytime you begin to optimize any metric, take a look at it through the different channels (Repeat Customer Insights will compare them for you automatically). Look for higher than normal, lower, and outlier values.
Eric Davis
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Check how holiday customers performed in prior years with Repeat Customer Insights Cohort Report.