A new industry report has revealed that while artificial intelligence–powered apps are increasingly successful at attracting paying users, many are struggling to keep those subscribers over time.
The findings are contained in the 2026 State of Subscription Apps Report by RevenueCat, which analysed performance data from more than 115,000 apps handling billions of in-app transactions and generating roughly $16 billion in revenue across mobile platforms.
According to the report, AI-powered apps are particularly effective at converting users into paying customers. On average, AI apps convert free trial users to paid subscriptions at a rate of 8.5%, significantly higher than the 5.6% conversion rate for non-AI apps. This represents a 52% advantage in turning trial users into paying customers.
However, the initial monetisation success always fails to translate into retaining those customers.
RevenueCat’s data shows that AI-powered apps experience significantly higher churn than traditional apps. Annual subscriber retention for AI apps stands at just 21.1%, compared with 30.7% for non-AI apps, meaning most users cancel their subscriptions within a year. Monthly retention also lags behind, with AI apps retaining about 6.1% of users compared with 9.5% for non-AI alternatives.
The report suggests that the rapid pace of innovation in artificial intelligence may partly explain the trend. With new AI tools launching frequently, users often switch between apps in search of better performance or more advanced features, making it harder for developers to maintain long-term loyalty.
Despite the retention challenge, AI apps still generate higher revenue per paying user. The report found that AI-powered apps produce about 41% more revenue per payer compared with non-AI apps, while monetising downloads roughly 20% more effectively.
Another challenge highlighted in the report is higher refund rates. AI apps show a median refund rate of 4.2%, compared with 3.5% for traditional apps, suggesting greater volatility in user satisfaction and perceived value.
At the same time, the adoption of AI features in subscription apps continues to grow rapidly. Approximately 27.1% of subscription apps are now classified as AI-powered, meaning roughly one in four apps across major categories markets itself as incorporating artificial intelligence.
The findings indicate that while AI capabilities can drive early interest and strong monetisation, developers still face significant challenges in delivering sustained value that keeps subscribers engaged over the long term.
AI may be helping apps sell, but it has not yet solved the harder problem of making users stay.
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