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Vibe Coding’s Mobile Stumble: AI-Assisted Coding Still Stuck on Desktop

AI Mobile Apps Vibe Coding Appfigures RevenueCat Startup Funding Developer Tools
September 23, 2025
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Reality Check
Media Hype 6/10
Real Impact 7/10

Article Summary

The initial hype surrounding vibe coding – AI-assisted code generation – has yet to translate into widespread mobile adoption. While numerous startups, like Vibecode, have raised substantial seed funding, a handful of apps offering this technology on mobile platforms have struggled to gain significant traction. Appfigures data reveals that only a small number of apps, such as Instance: AI App Builder and Vibe Studio, have garnered minimal downloads and no revenue. This situation underscores the challenges inherent in translating desktop-centric AI tools to the mobile environment. However, the technology *is* finding a valuable niche: powering in-app purchases within existing mobile applications. RevenueCat reports that over 50% of AI-built iOS apps utilize its platform for subscription management, with vibe coders configuring subscriptions via tools like Cursor and Claude Code. This demonstrates the utility of the underlying technology rather than the apps themselves. The industry continues to grapple with the limitations of AI-generated code, with developers spending extra time fixing issues—a sentiment echoed by Fastly’s survey—suggesting that significant refinement is still required before widespread mobile adoption can occur. Despite these obstacles, user interest remains, with surveys indicating a growing number of developers experimenting with AI tools in their workflows.

Key Points

  • Vibe coding apps on mobile devices have failed to achieve significant downloads or generate revenue.
  • The technology is primarily utilized to power in-app purchases for existing mobile apps, showcasing its underlying value.
  • Developers are still spending significant time fixing issues with AI-generated code, highlighting the need for further development and refinement.

Why It Matters

This news is important for professionals in software development and investment. It reveals a critical gap in the early stages of a potentially transformative technology. While AI-assisted coding is gaining traction in some areas, the challenges with mobile implementation and the persistent need for developer intervention demonstrate that vibe coding, as currently presented, is not yet ready for prime time. This highlights the importance of careful assessment and targeted investment, rather than blindly following the hype surrounding AI’s potential.

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