Thriving 
TS IdeaScan - AI Startup Idea Validator | Scrapes real pain points from Xiaohongshu and competitor data from across the web, completing demand validation in 3 minutes
https://ideascan.lovable.app ↗ HEALTH ? 70 / Stable
Thriving TS // readme
IdeaScan — AI Demand Validation & Market Insight Platform
📑 Table of Contents
- Product Highlights
- Technical Architecture
- Directory Structure
- Quick Start
- Core Features in Detail
- Product Roadmap
- Common Development Commands
- FAQ & Troubleshooting
- Production Deployment
- Contributing
- Acknowledgements
- License
✨ Product Highlights
| Capability | Description |
|---|---|
| End-to-end validation | From idea to report in one click: keyword expansion → multi-platform scraping → data cleaning → AI summarization → scoring report |
| Multi-platform data sources | Self-built scrapers for Xiaohongshu and Douyin, plus TikHub as a third-party fallback, with automatic dual-route degradation |
| Deep AI analysis | Multi-dimensional scoring (demand intensity, competitive landscape, feasibility), sentiment analysis, pain point extraction, user personas |
| Trend radar | Discovers market opportunities based on validation… |