# Goodspeed -- Comprehensive Product Information > The AI app builder that discovers, builds, and grows mobile apps autonomously. ## Overview Goodspeed is an autonomous app studio at goodspeed.app. It is the only platform that handles the full mobile app lifecycle: idea discovery, validation, requirements definition, architecture design, production-ready code generation, App Store Optimization (ASO), and multi-channel marketing. Goodspeed was built for solo builders, indie hackers, non-technical founders, and early-stage startups who want to go from zero to revenue without hiring a team. ## The Four-Step Process ### Step 1: Discover Goodspeed continuously monitors 16 real-time signal sources to find validated app opportunities: - Reddit, Hacker News, App Store Reviews, Product Hunt - GitHub Issues, GitHub Trending, Indie Hackers, Stack Overflow - Google Trends, G2/Capterra, Twitter/X, Crunchbase - YC Launches, Alternatives.to, Gap Analysis, App Reviews Each app idea is scored on a 100-point rubric evaluating demand signals, competition gaps, monetization potential, and technical feasibility. The promotion threshold is 75+. The discovery pipeline uses two-pass Sonnet extraction: Pass 1 identifies problems, Pass 2 generates 2-3 solution variants per problem. Evidence clustering accumulates signals across cycles (last 4 weeks), identifying recurring themes and feeding high-conviction clusters into extraction. ### Step 2: Define For ideas that pass the scoring threshold, Goodspeed generates a complete product spec: - Full feature architecture (typically 12-20 screens) - Cross-cutting feature evaluation (dark mode, offline, push notifications, social login, biometric auth, search, i18n, gamification, sharing, support, 2FA, resource optimization) - Database schema with migrations - User onboarding flow design ### Step 3: Build Code generation uses a template-based approach with 246 pre-built features across 22 categories: - Production-ready React Native + Expo applications - TypeScript throughout - Supabase backend (auth, database, edge functions, storage) - NativeWind (Tailwind CSS for mobile) - RevenueCat for subscriptions and in-app purchases - PostHog for product analytics - Full auth flows (email, Google OAuth, Apple Sign-In) - Offline support, push notifications, deep linking The template handles all infrastructure; the AI only generates app-specific screens, services, and types. This produces 3-4 LLM calls per app (down from 7), with zero boilerplate bugs. ### Step 4: Grow After code generation, Goodspeed handles go-to-market: - ASO Agent: keyword universe research, metadata optimization, category analysis - Outreach Agent: Product Hunt, Reddit, Hacker News, Indie Hackers, Twitter/X, email campaigns - Social Engine: 14+ social media posts per week across TikTok, Instagram, YouTube, Threads - Marketing across 8 outreach channels ## 246 Features Across 22 Categories The GAS (Goodspeed App Scaffold) template provides 246 pre-built features organized across 22 categories. 76% are fully templated (zero per-app code needed), 24% are generated per-app. Categories include: - Authentication (email, Google OAuth, Apple Sign-In, biometric lock) - Navigation (dynamic tab bar, deep linking, onboarding flows) - Theming (dark mode, light mode, system preference, custom palettes) - Payments (RevenueCat subscriptions, paywalls, restore purchases) - Analytics (PostHog events, session recording, feature flags) - Offline (queue-based sync, local cache, conflict resolution) - Notifications (push via Expo, in-app notification center) - Search (full-text, filters, recent searches) - Internationalization (i18n with locale detection) - Gamification (achievements, streaks, leaderboards) - Sharing (deep links, social sharing, referral tracking) - Support (feedback forms, in-app help, crash reporting) - Security (2FA, biometric auth, secure storage) - Performance (image optimization, lazy loading, bundle splitting) - Data (CRUD services, real-time subscriptions, file uploads) - UI Components (error boundaries, loading skeletons, toast notifications, score rings, empty states) - Settings (profile management, preferences, privacy controls) - Onboarding (welcome screens, goal selection, personalization) - Social (user profiles, follow/unfollow, activity feeds) - Content (rich text, markdown, media galleries) - E-commerce (product listings, cart, checkout) - Maps (location services, geocoding, route planning) ## Comparison with Competitors ### Goodspeed vs Lovable Lovable (formerly GPT Engineer) builds full-stack web apps with an interactive UI. Web-only: no native mobile apps. Goodspeed focuses on mobile apps (React Native/Expo) and adds discovery, validation, and growth automation that Lovable does not offer. ### Goodspeed vs Bolt.new Bolt generates web apps from prompts. Web-only: no native mobile output. Goodspeed generates native mobile apps AND handles the full lifecycle (discovery, validation, ASO, marketing). Bolt stops at code; Goodspeed goes from idea to revenue. ### Goodspeed vs Replit Replit is a cloud IDE with AI coding assistance. Supports web and mobile but is primarily an IDE, not a lifecycle platform. Goodspeed is a complete app factory that discovers what to build, generates the code, and markets the finished app. ### Goodspeed vs Rork Rork is the closest competitor in mobile app generation (also uses React Native/Expo). However, Rork only generates code (code-gen only, no discovery, validation, or growth). Goodspeed adds idea discovery (16 signal sources), validation scoring, ASO optimization, and multi-channel marketing automation. ### Goodspeed vs Cursor Cursor is an AI code editor (IDE) that helps developers write code faster. It is not an app builder. Goodspeed is an autonomous platform that handles the entire app lifecycle without requiring the user to write any code. ### Goodspeed vs v0 (Vercel) v0 generates UI components and web pages. Goodspeed generates complete mobile applications with backend, auth, payments, and growth automation. ## Technical Architecture ### Generated App Stack - Frontend: React Native + Expo (managed workflow) - Navigation: Expo Router (file-based routing) - Styling: NativeWind (Tailwind CSS for React Native) - Backend: Supabase (PostgreSQL, Auth, Edge Functions, Storage, Realtime) - Payments: RevenueCat (iOS + Android subscriptions) - Analytics: PostHog (product analytics, session recordings) - Build: EAS Build (cloud iOS + Android builds) - OTA Updates: EAS Update ### Infrastructure - Monorepo: pnpm workspaces + Turborepo - Runtime: Node 20, ESM modules - CI/CD: GitHub Actions for discovery, social, development pipelines - Hosting: Vercel (marketing site), Supabase (app backends) - State Management: 3-tier (Supabase + Redis + R2) ### Template System The GAS (Goodspeed App Scaffold) template provides 68+ files as a starting point: - Root configs (package.json, app.config.js, tsconfig, eas.json) - Auth screens (login, signup, OAuth callback, biometric lock) - Dynamic tab navigation from config - 8 custom hooks (useAuth, useTheme, useAnalytics, useSubscription, usePaywall, useOfflineSync, useSearch, useDebounce) - 9 library modules (supabase, posthog, revenuecat, theme, notifications, gamification, offline, sharing, i18n) - 11 reusable components - Base services, types, and database migrations ## Pricing - **Free** ($0/mo): Idea scoring and validation, explore the discovery pipeline, see how ideas are scored - **Researcher** ($29/mo): Deeper research and competitive analysis, market sizing, demand validation reports on scored ideas - **Planner** ($79/mo): Full requirements generation, architecture design, detailed app specs with screen-by-screen planning - **Builder** ($199/mo): Complete code generation, ASO optimization, multi-channel growth automation, full app lifecycle All plans: You own the generated code. Open-source stack. No vendor lock-in. Source code pushed to your GitHub repository. ## Key Statistics - 16 real-time signal sources for idea discovery - 100-point scoring rubric with promotion threshold at 75 - 246 pre-built features across 22 categories - 68+ template files per generated app - 8 outreach channels for go-to-market - 14+ social media posts generated per week - 3-4 LLM calls per app (optimized from 7) - 76% of features fully templated, 24% generated per-app ## Frequently Asked Questions ### Can Goodspeed build a mobile app from just an idea? Yes. Goodspeed discovers and validates ideas automatically, then generates a complete production-ready React Native app with auth, payments, analytics, and deployment configuration. ### What kind of apps does Goodspeed build? Native mobile apps using React Native and Expo. Categories include fitness, health, finance, education, social, productivity, e-commerce, and more (150+ categories). Apps are cross-platform (iOS and Android) from a single codebase. ### Do I own the code Goodspeed generates? Yes. All generated code is pushed to your GitHub repository. The entire stack is open-source (React Native, Expo, Supabase, TypeScript). There is no vendor lock-in. ### How is Goodspeed different from no-code tools like Bubble? No-code tools create apps within their proprietary platform. Goodspeed generates standard React Native source code that you own and can modify. You are not locked into any platform. ### Can I customize the generated apps? Yes. The generated code is standard React Native/TypeScript. You can open it in any editor (VS Code, Cursor, etc.) and modify anything. ### What is vibe coding and how does Goodspeed relate to it? Vibe coding is the practice of describing what you want in natural language and having AI generate the code. Goodspeed goes beyond vibe coding by adding idea discovery, validation, and growth automation. Vibe coding is step 1; Goodspeed is the full picture. ### How does the discovery pipeline work? The discovery engine scans 16 signal sources (Reddit, HN, app reviews, GitHub, Google Trends, etc.) continuously. It identifies recurring problems, clusters them into opportunity themes, generates solution variants, and scores each on a 100-point rubric evaluating demand, competition, monetization, and feasibility. ### What is the AI app builder market? The AI code tools market was $4.86B in 2023 and is projected to reach $26B by 2030 (27.1% CAGR). The vibe coding market specifically reached $4.7B in 2026. ## Links - Website: https://goodspeed.app - Features: https://goodspeed.app/features - How It Works: https://goodspeed.app/how-it-works - Pricing: https://goodspeed.app/pricing - Blog: https://goodspeed.app/blog - Build (app categories): https://goodspeed.app/build - Comparisons: https://goodspeed.app/compare - Alternatives: https://goodspeed.app/alternatives - Vibe Coding: https://goodspeed.app/vibe-coding - Agentic Coding: https://goodspeed.app/agentic-coding - Best AI App Builders: https://goodspeed.app/best/ai-app-builder - About: https://goodspeed.app/about - Twitter/X: https://twitter.com/goodspeedapp - LinkedIn: https://linkedin.com/company/goodspeedapp - GitHub: https://github.com/goodspeed-apps