Distributed Web Scraping Architecture for Market Intelligence
Objective
Build a resilient system to track competitor pricing across 50+ global e-commerce sites for market intelligence.Developer Approach
Use Headless Playwright/Puppeteer orchestrated via Docker Swarm. Instead of a single IP, implement a Proxy Rotation layer to avoid bot detection and distribute load.Technical Optimization
Implement Content-Addressable Storage (CAS) for HTML snapshots to avoid saving duplicate data, reducing storage costs by 60% during long-term tracking.Key Learnings
- Docker Swarm + proxy rotation improves resilience and avoids detection
- Content-Addressable Storage cuts duplicate data and storage costs
- Headless browsers enable scalable multi-site scraping