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AI Apps Struggle With Subscriber Retention, RevenueCat Report Shows

Amid growing adoption of artificial intelligence in mobile apps, new research from RevenueCat indicates that AI-powered applications face challenges in long-term subscriber retention. RevenueCat, a subscription management platform used by more than 75,000 developers, analyzed over one billion in-app transactions and more than $11 billion in developer revenue for its 2026 State of Subscription Apps Report.

Challenging The AI Hype

The RevenueCat 2026 State of Subscription Apps Report, which analyzes data from over one billion in-app transactions and more than $11 billion in developer revenue, indicates that AI-powered apps underperform in keeping subscribers. While approximately one in four apps now integrates AI technologies, these apps experience churn rates that are 30% higher than their non-AI counterparts, with annual retention dropping to 21.1% compared to 30.7% for traditional apps.

Retention Versus Monetization Dynamics

The study dissects several retention metrics, finding that although AI apps outperform non-AI apps weekly (2.5% versus 1.7%), their monthly retention of 6.1% is significantly lower than the 9.5% seen in non-AI iterations. This discrepancy suggests that while AI can drive strong early monetization, evidenced by a 52% better conversion from trials to paid customers and a 20% higher monetization of downloads, it struggles to maintain lasting customer value.

Sector-Specific Trends And Refund Challenges

The distribution of AI features varies across app categories. Photo and video applications account for 61.4% of AI-powered apps in the dataset, while gaming shows the lowest share at 6.2%. Other sectors, including travel and business applications, also report relatively low levels of AI integration. RevenueCat also found that refund rates are approximately 20% higher for AI apps. The report suggests this may be linked to users testing multiple AI services before choosing a long-term subscription.

Looking Ahead: Navigating The AI Terrain

The findings highlight differences between short-term monetization and long-term subscriber retention in AI-based applications. Developers may need to adjust product design and subscription strategies to improve retention while maintaining early conversion performance. Further details are available in the RevenueCat 2026 State of Subscription Apps Report.

China’s Humanoid Robot Boom Faces A Bigger Question: Can These Machines Make Money?

Unitree’s $9 Billion Bet On The Future Of Robotics

China’s humanoid robotics industry is attracting huge investor interest, but as Unitree Robotics prepares for its public debut, questions are growing over whether its robots can move beyond impressive acrobatics and become commercially viable tools.

The Hangzhou-based startup priced its IPO at 150.8 yuan ($22.4) per share, raising $900 million and valuing the company at 61 billion yuan, or about $9 billion. The offering attracted record retail demand on Shanghai’s STAR Market, with the online tranche oversubscribed more than 5,000 times and a winning rate of just 0.018%. Strategic investors included AI startup DeepSeek.

A Unitree-linked pre-IPO perpetual contract was trading at roughly four times the IPO price on Friday, highlighting the speculative interest surrounding the company.

Unitree is known for robots capable of kung fu kicks, backflips and recovering from falls. Yet analysts question whether the technology is ready for large-scale commercial use. “For these humanoid robots, to be honest, they’re fascinating. They can dance and all that, but I’ve never seen them doing any real housework,” said Hao Hong, managing partner of Lotus Asset Management.

In its prospectus, Unitree warned that mass adoption could take longer than expected because robotic hands are still not precise or durable enough for sustained use.

From Acrobatic Robots To Commercial Machines

Even advanced humanoid robots can currently perform only a limited number of tasks and typically operate for a few hours before recharging, according to Dominik Pross, an equity analyst at VP Bank. Most models run for up to four hours, while robots also need to be trained for individual tasks.

“Robots have to be specifically trained for each and every task entrusted to them, even the simplest,” Pross said.

More robotics listings are expected, with Unitree rivals AgiBot and Leju Robotics seeking listings in Hong Kong and Shenzhen. LimX Dynamics founder Will Zhang said last month that “listing is a must.”

China’s Cost Advantage

China’s manufacturing scale has helped it establish a leading position in robotics. Wood Mackenzie expects the global humanoid robot fleet to surpass 10 million units by 2035, while China already accounts for more than 70% of global industrial robot installations and nearly 90% of humanoids deployed last year.

Average humanoid robot prices fell 93% between 2020 and 2025 to $58,000. Unitree’s flagship G1 costs $16,000, while SemiAnalysis estimates that the company has cut the price of its G1 EDU model by more than 45% to $27,300, while maintaining a 67% gross margin.

Falling prices and government support are attracting investment, but analysts say it will take time to prove that humanoid robots can generate strong returns. Unitree’s revenue more than quadrupled last year, although adjusted first-quarter profit fell more than 52% as research and development and marketing spending increased. Nearly three-quarters of its humanoid revenue in the first nine months of 2025 came from research and education, highlighting the gap between demonstrations and widespread commercial use.

“Unlike many early-stage robotics companies, the Unitree story is backed by real revenue growth,” said Jeff Ko, chief analyst at CoinEx. Still, he noted that its $9 billion valuation, at more than 200 times last year’s earnings, reflects significant speculative interest.

Geopolitical Risks

Unitree’s IPO momentum has continued despite growing pressure on Chinese robotics companies. The U.S. moved last month to ban imports of foreign-made humanoid and four-legged robots, potentially exposing Unitree, which generated about 13% of its revenue from the U.S. last year.

Access to Nvidia hardware and software is another risk, as Chinese robotics companies rely on the technology to power their systems. “Chinese robot producers are not yet in a position to do without Western components completely,” Pross said.

China’s control over rare earths used in robot actuators and motors could nevertheless give its manufacturers an advantage, according to Bernstein analyst Dien Wang.

The Bigger Robotics Opportunity

The potential market is attracting major players, including Tesla, whose CEO Elon Musk is expanding production plans for Optimus humanoid robots. At the same time, some researchers argue that the future of robotics will not be limited to humanoids: quadruped and purpose-built robots can be cheaper and more reliable for repetitive industrial tasks, while humanoids may be better suited to unpredictable environments.

For Unitree, the challenge is no longer proving that its robots can perform impressive tricks. It is proving that they can do enough useful work to justify a $9 billion valuation.

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