AI-powered apps struggle with long-term retention, new report shows
Source: TechCrunch
With the top app stores flooded with AI apps, developers may think the best bet for turning a profit is to integrate artificial intelligence technology into their own products. However, a new study focused on the subscription app ecosystem across iOS, Android, and web is calling that assumption into question.
RevenueCat, a company that offers subscription management tools used by over 75,000 app developers, said in its 2026 State of Subscription Apps Report that AI integration is not a guarantee of long-term retention. Instead, AI‑powered apps struggle to retain subscribers, with people canceling their annual subscriptions — a metric known as churn — 30 % faster than non‑AI apps, at the median, according to the report.
The report is based on an analysis of the subscription app providers that use RevenueCat’s tools to manage their more than $1 billion in in‑app transactions, generating over $11 billion in revenue for developers annually. As one of the more popular tools in this space, its data represents a healthy sample for trend analysis.
AI Adoption Across Categories
- AI‑powered apps account for 27.1 % of apps across all categories, compared with 72.9 % for non‑AI apps.
- Roughly one in four apps is now AI‑powered.
(The AI‑powered apps category includes popular AI chatbots like ChatGPT and Gemini, as well as any app that markets itself as AI‑powered.)
Image Credits: RevenueCat
- Photo & Video apps have the biggest share of AI‑powered apps (61.4 %).
- Gaming has the smallest share (6.2 %).
- Travel (12.3 %) and Business (19.1 %) are also low‑AI segments.
Retention Performance
AI apps underperform on retention at both monthly and annual levels.
| Retention period | AI apps | Non‑AI apps |
|---|---|---|
| Annual (12 mo) | 21.1 % | 30.7 % |
| Monthly | 6.1 % | 9.5 % |
| Weekly | 2.5 % | 1.7 % |
The only area where AI led was weekly retention, though weekly subscriptions are not the most popular option for AI apps.
Image Credits: RevenueCat
These metrics could be influenced by the rapidly changing state of AI technology, prompting users to hop between different AI apps as they search for the most current capabilities.
Subscription Plans & Refunds
Image Credits: RevenueCat
- AI apps have 20 % higher refund rates (4.2 % vs. 3.5 % at the median) than non‑AI apps.
- The upper bound of refund rates for AI apps is also higher (15.6 % vs. 12.5 %), suggesting greater volatility in realized revenue and deeper issues in user value, experience, and long‑term quality.
Image Credits: RevenueCat
Monetization Benefits
Despite retention challenges, AI‑powered apps show advantages in early monetization:
- Trial‑to‑paid conversion: AI apps convert 52 % better than non‑AI apps (8.5 % vs. 5.6 % at the median).
- Monetization of downloads: AI apps monetize around 20 % better (2.4 % vs. 2 % at the median).
- Monthly realized lifetime value (RLTV): Median $18.92 for AI apps vs. $13.59 for non‑AI apps.
- Annual RLTV: $30.16 for AI apps vs. $21.37 for non‑AI apps.
Takeaway
AI can drive strong, early monetization, but AI‑powered apps are struggling to sustain their value with customers over time.