Building a Costco Price Tracker with Python, Playwright, and Streamlit

📰 Dev.to · Robert N. Gutierrez

Learn to build a Costco price tracker using Python, Playwright, and Streamlit to monitor price changes and make informed purchasing decisions

intermediate Published 23 Feb 2026
Action Steps
  1. Install required libraries using pip: 'pip install playwright streamlit pandas'
  2. Use Playwright to scrape Costco prices and store data in a Pandas dataframe
  3. Build a Streamlit app to visualize price changes over time
  4. Configure the app to update prices automatically using a scheduler like Schedule or APScheduler
  5. Test the app with a sample product to ensure accurate price tracking
Who Needs to Know This

Data scientists and software engineers can benefit from this project to develop a practical application of web scraping and data visualization, while product managers can use the insights to inform pricing strategies

Key Insight

💡 Web scraping and data visualization can be combined to create a powerful tool for monitoring price changes in e-commerce

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🛍️ Build a Costco price tracker with Python, Playwright, and Streamlit to stay on top of price changes! 💰

Key Takeaways

Learn to build a Costco price tracker using Python, Playwright, and Streamlit to monitor price changes and make informed purchasing decisions

Full Article

In e-commerce, prices are rarely static. Retail giants like Costco adjust prices based on inventory...
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