Product Analysis
Automatically scrapes and analyzes product pages to understand features, benefits, and unique selling points.
OpenSNS
Generate AI-powered ad creatives from any product URL. Open-source alternative to Zet AI.
Features
Section titled “Features”Multi-Angle Strategy
Generates multiple marketing angles for A/B testing different messaging approaches.
AI Image Generation
Creates platform-optimized product images using Fal.ai or ComfyUI backends.
Video Generation
Converts images to short-form videos for TikTok, Reels, and Stories.
Ad Copy Generation
Platform-specific headlines, descriptions, and CTAs for Instagram, Facebook, Google Ads, and Naver.
Real-time Progress
WebSocket-powered live updates showing agent activity during generation.
Tech Stack
Section titled “Tech Stack”Backend
FastAPI + SQLModel + LangGraph for AI agent orchestration
Frontend
Next.js 15 + shadcn/ui + Tailwind CSS + React Query
AI Engines
OpenAI / Ollama for LLM, Fal.ai / ComfyUI for images and video
Database
PostgreSQL for production, SQLite for development