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Brad Calloway's avatar

This is GOLD for subscription-based brands. The breakdown of churn reasons is spot on especially the part about “positive churn” (never thought of it that way before). That 8-10% benchmark is super insightful, but I’m curious, have you seen cases where brands manage to push it even lower without just locking people into longer commitments?

Noah Peterson's avatar

Great insights, Daphne! The breakdown of churn reasons is spot on especially the part about product frequency. The delicate balance between too frequent and too infrequent deliveries really can make or break subscription retention.

Have you seen any innovative strategies where brands use predictive analytics or AI to automatically adjust delivery frequencies based on customer usage patterns? Would love to hear if there are any standout examples you've come across.

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