Shopify collection scraper

Scrape collections from any Shopify store
Live & Maintained

A lightweight Python script built to extract and save collection data from any public Shopify storefront using the undocumented /collections.json endpoint. Designed as a functional and educational tool.

Project details

Role

Developer

Timeline
[ 2023 ]
Client

World Wide Zoo

Status

Live & Maintained

Tools and skills used

Python
Requests
Web Scraping
CSV

Features and benefits

Scrapes collections from any Shopify site
Requires no API key or authentication
Helpful for analyzing site/catalog structure
Exports scraped data to CSV format
Easy to use and understand the codebase

Project overview

This project started as a tool for myself to monitor the competition and analyze their site structure, and quickly grew into a tool that I could use to help friends and family with their own projects. It demonstrates how to interact with Shopify's public JSON endpoints to programmatically extract data. Beyond its educational use, it was also used to analyze competitor site structures & downloading full product catalog metadata with ease.

The project is built around the principles of simplicity, clarity, and practical functionality, making it highly approachable for newcomers to Python and web scraping. By offering a clear, working example, it provides beginners with a strong foundation for creating their own automation tools and scripts to handle repetitive tasks or extract structured data from the web.