
How AI Retention & Recovery Replaces 5 Separate Apps for Subscription Brands
The average Shopify subscription brand in 2026 is running five, sometimes six, separate tools just to keep their subscribers from leaving. A churn prediction app. A dunning tool. A cancellation flow builder. An SMS platform. A winback email sequence inside their ESP. Each with its own login, its own data model, its own pricing, and


