4.
Technology solutions for ecommerce subscription challenges
Consumer goods and retail merchants face specific subscription challenges. Recurly’s data shows churn rates of 3.3% voluntary and 0.8% involuntary. However small these might seem, when scaled across thousands of subscribers, those churn percentages translate into significant lost revenue.
In response, with 61% of merchants adopting subscription management software to simplify workflows and 41% implementing customer relationship management platforms to enable real-time data sharing and personalization, technology is clearly driving the future of ecommerce subscriptions.
Tactical takeaways: Subscription challenges
Unified customer data systems connect subscription behavior with one-time purchase patterns to uncover effective personalization tactics.
- Building a churn prediction dashboard with key indicators — such as engagement drops, support interactions, subscription downgrades, and browsing behavior — provides early warning signs of potential cancellations. This enables personalized automated workflows that trigger targeted retention campaigns before subscribers reach the cancellation page.
- AI and machine learning further enhance personalization capabilities by powering product recommendations that encourage add-ons and upgrades. Research by Gartner indicates that businesses using AI for customer experience report up to a 25% increase in customer satisfaction and a 20% increase in conversion rates.
- Revenue recovery through dunning management is particularly crucial for reducing involuntary churn. According to Recurly's data, the software industry recovered over $141 million through effective dunning campaigns, while consumer goods recovered over $36 million.
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