Dubify

The Problem: Tourists visiting Dubai face overwhelming choices with 500+ attractions, complex cultural norms, and safety concerns. Traditional guidebooks are static, while generic apps lack personalization and cultural awareness. Visitors need real-time, intelligent guidance that understands context, mood, and safety. Our Solution: Dubify is a production-ready, AI-powered tourism companion built with Google Gemini 2.5 Flash that revolutionizes how tourists explore Dubai. Unlike traditional tourism apps, Dubify combines natural language conversation, semantic search, and proactive safety analysis in one seamless experience. Key Features: AI Tourism Chatbot: Powered by Gemini 2.5 Flash for natural conversations about Dubai's attractions, culture, and logistics Vibe-Based Semantic Search: Find locations by feelings ("romantic sunset spots") using Qdrant vector database AI Safety Check Workflow: Automated 5-stage safety assessment with real-time risk scoring (0-100) and contextual recommendations Smart Filtering: Category, price range, halal options, and family-friendly filters Cultural Intelligence: Safety-first responses with cultural awareness and emergency contacts Technical Excellence: Built on Next.js 16 with TypeScript, featuring Clerk authentication, intelligent rate limiting (20 chat/30 search/10 safety checks per hour), and sub-3-second AI responses. The application is fully responsive, viewport-optimized, and production-ready with comprehensive error handling.Market Impact: Dubai attracts 17+ million tourists annually. Our solution addresses a $2B+ tourism tech market, offering scalable B2C and B2B opportunities through premium subscriptions, booking integrations, and partnerships with Dubai Tourism. Business Model: Freemium tier with rate-limited features Premium subscriptions ($9.99/month) for unlimited access Partnership revenue with hotels, restaurants, and tour operators B2B licensing for tourism agencies