Scraping Shopify Stores: Products, Prices, and Inventory

Scraping Shopify Stores: Products, Prices, and Inventory Shopify powers over 4 million online stores. For competitive intelligence, price monitoring, or market research, scraping Shopify stores is incredibly valuable. The good news: Shopify has a predictable URL structure that makes scraping straightforward. The Shopify JSON Trick Every Shopify store exposes product data via a hidden JSON endpoint. Just append /products.json to any Shopify store URL: https://store-name.com/products.json https://store-name.com/products.json?page=2&limit=250 This is the easiest e-commerce scraping you will ever do. Setup pip install requests pandas Basic Product Scraper import requests import pandas as pd import time def scrape_shopify_store ( store_url , max_pages = 10 ): store_url = store_url . rstrip ( " / " ) all_products = [] headers = { " User-Agent " : " Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 " } for page in range ( 1 , max_pages + 1 ): url = f " { store_url } /products.json?