Riff is an AI tool for quickly generating web-based apps and prototypes. For real native mobile apps that run on iOS and Android with full device capabilities, Fastshot is the purpose-built alternative.
Riff is an AI-powered tool that lets you quickly generate web applications and interactive prototypes from text prompts. It focuses on speed, letting users go from idea to working web prototype in seconds. The tool is popular for rapid experimentation and generating web-based MVPs.
Like most AI code generation tools, Riff targets the web platform. It produces web applications using web technologies that run in browsers. For users who specifically need native mobile apps, this creates a gap. A web prototype does not translate to a native mobile app without significant rebuilding.
Fastshot fills this gap as a dedicated native mobile app builder. Rather than generating web prototypes, Fastshot generates production-ready native mobile code. The AI understands mobile-specific requirements including navigation patterns, device API access, real-time notifications, and app store deployment. The output is not a prototype but a real app you can ship.
| Feature | Riff | Fastshot |
|---|---|---|
| Output Type | Web app / prototype | Native mobile app (React Native + Expo) |
| Target Platform | Web browsers | iOS + Android native |
| Production Readiness | Prototype-focused | Production-ready code |
| App Store Deploy | Not supported | Cloud builds for APK/AAB/IPA |
| Backend | Varies by project | Supabase included (auth, DB, storage) |
| Push Notifications | Web notifications | Native APNs + FCM support |
| Code Ownership | Exportable web code | Full React Native project ownership |
| Device Preview | Browser preview | Live preview on your phone |
Fastshot generates production-ready code, not prototypes. The output includes proper error handling, loading states, navigation architecture, and backend integration. Ship it directly to app stores.
React Native compiles to native code that runs at 60fps with native gestures and animations. Web prototypes running in mobile browsers cannot match this level of polish and responsiveness.
Every Fastshot app includes Supabase with authentication, a PostgreSQL database, file storage, and real-time subscriptions. No need to piece together backend services separately.
Build APK and AAB files for Google Play and IPA files for the App Store using remote compilation. Fastshot handles the compilation, signing configuration, and packaging.
Preview your app on your actual phone throughout development. See how the app truly feels with real touch interactions, scroll physics, and navigation transitions.
Export the complete native project. Modify it in VS Code, push to GitHub, hire developers to extend it, or continue iterating with Fastshot AI. No lock-in of any kind.
Elvira Dzhuraeva is an expert in AI mobile app development and React Native. A former Senior Product Manager at Google specializing in AI/ML and Generative AI, she is the Founder of Fastshot (YC-backed) and a founding contributor to Kubeflow.