How to Scrape Etsy: Products, Sellers, and Sales Data

How to Scrape Etsy: Products, Sellers, and Sales Data Etsy is a goldmine for e-commerce research. Whether you are analyzing trending products, studying pricing strategies, or building a competitive intelligence tool, scraping Etsy gives you the data you need. What You Can Extract Product listings with prices, descriptions, and images Seller information and shop statistics Review counts and ratings Sales estimates and trending items Category and tag data Setup pip install requests beautifulsoup4 pandas Product Search Scraper import requests from bs4 import BeautifulSoup import json import time import re class EtsyScraper : def __init__ ( self , proxy_key = None ): self . session = requests . Session () self . proxy_key = proxy_key self . base_url = " https://www.etsy.com " self . session . headers . update ({ " User-Agent " : " Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 " , " Accept-Language " : " en-US,en;q=0.9 " }) def fetch ( self , url ): if self . proxy_key