The Python Script I Built to Track Competitors… and Somehow Turned Into a $1K/Month Data Service

📰 Medium · Python

Learn how a simple Python script for tracking competitor price changes evolved into a $1K/month data service, and how you can apply similar automation techniques to your own business

intermediate Published 21 Apr 2026
Action Steps
  1. Build a Python script to track competitor price changes using web scraping techniques
  2. Configure alerts and notifications to inform stakeholders of price changes
  3. Apply data analysis techniques to extract insights from the collected data
  4. Develop a data service to provide valuable insights to businesses
  5. Test and refine the data service to ensure accuracy and reliability
Who Needs to Know This

Data scientists, product managers, and entrepreneurs can benefit from this story, as it showcases the potential for automation and data analysis to drive business growth

Key Insight

💡 Automation and data analysis can be powerful tools for driving business growth, even with simple scripts

Share This
💡 Turned a simple Python script into a $1K/month data service by tracking competitor price changes! 🚀

Key Takeaways

Learn how a simple Python script for tracking competitor price changes evolved into a $1K/month data service, and how you can apply similar automation techniques to your own business

Full Article

I just wanted alerts when competitors changed prices… but that small automation evolved into a system businesses now pay for every single… Continue reading on Medium »
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