Python Web Scraping: A Million Dollar Project Idea – FULL Build/Tutorial

In this video Tim walks you through building a full-fledged Amazon price-competitor analysis tool using Python. You’ll see a live demo, dive into the architecture and project setup (Streamlit UI, database, and dependencies), then scaffold the app step-by-step. Next up: scraping Amazon products, viewing and saving them in your database, hunting down competitor listings via Oxylabs’ Web Scraper API, and displaying everything in a slick Streamlit interface.

But it doesn’t stop at data collection—you’ll also learn how to plug in LangChain-powered LLM analysis to extract insights and summaries from your scraped results. Along the way, Tim shares discount codes for Oxylabs and PyCharm, plus resources and GitHub links so you can follow along and level up your own web-scraping projects. Good stuff for anyone looking to turn Python skills into a real-world million-dollar idea!

Watch on YouTube