YG

I build Korean market data actors — fast, reliable, and priced so you can run them every day.

• ✅ Who I am: Korea-based builder with a healthcare background, turning local market knowledge into clean structured data
• 🇰🇷 My edge: I live inside the Korean web — Olive Young, Naver, Coupang, and Korea's public healthcare datasets. The language barrier is real; I'm your bridge across it
• ⚒️ How I build: API-first scraping — I find the site's own JSON endpoints instead of driving a headless browser. That means runs finish in seconds, results are stable, and pay-per-event prices stay low
• 🚀 Current actors: Olive Young Global Bestsellers  — daily K-beauty bestseller rankings with prices, discounts, and review scores. More Korean data actors on the way: reviews, shopping, and healthcare open data
• 🧭 My principles: facts-only data (no personal data, no review text lifting), robots.txt-compliant paths, no login walls, and actors that fail loudly instead of silently returning garbage — so you can trust your pipelines
• 📈 Pro tip: rankings are 10× more valuable as a time series. Schedule my actors daily and watch trends move before they hit TikTok
• 🫱🏻‍🫲🏽 Work with me: need a Korean site scraped? Open an issue on any of my actors — I read every one