Engineered a scalable scraping solution using Scrapy and Playwright to extract dynamic product data with full session handling. Managed authentication, cookies, and JavaScript-rendered content, then transformed and uploaded structured datasets directly into Google Sheets for real-time business use
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Built with cutting-edge technologies to ensure scalability, reliability, and performance
Playwright
Python
Scrapy
Google Sheets
A closer look at the automated workflow behind the results
Playwright renders JavaScript-heavy eBay pages while managing authentication and cookies across each scraping session.
Scrapy parses the rendered pages with Python, extracting and structuring the dynamic product data it finds.
The cleaned dataset is pushed directly into Google Sheets, eliminating manual data entry for the team.
Measurable outcomes that demonstrate the real-world value delivered to the client
For e-commerce teams and market analysts, manually tracking competitor listings and pricing across a marketplace is slow and quickly falls out of date as inventory changes. Automating collection with session-aware scraping removes that manual research burden, feeding clean, structured data directly into the sheets teams already use for pricing and sourcing decisions. The result is faster access to reliable market data, less time spent on repetitive data entry, and a foundation for pricing decisions that keeps pace with a fast-moving marketplace.
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