8 Best Etsy Scrapers in 2025 (Updated)
Finding the best Etsy scrapers can make collecting product data quick and simple. The right data scraping tool saves time and helps businesses make better decisions by gathering accurate pricing, reviews, and competitor information from Etsy listings.
Web scraping tools range from simple browser extensions to powerful automated platforms that handle thousands of pages. A good Etsy scraper needs to work around anti-bot protection while staying within Etsy's rules and terms of service.
1. Apify Etsy Data Extractor
The Etsy Data Extractor is a powerful tool designed specifically for extracting valuable information from Etsy's marketplace. This robust scraper can gather product details, seller information, pricing data, and customer reviews without needing access to an official API. It processes data quickly and efficiently, making it perfect for businesses, researchers, and marketers who need comprehensive Etsy marketplace data.
Pricing: The cost varies based on usage, with pricing determined by compute units consumed. The tool processes approximately 50 products per minute using 0.04-0.05 compute units, making it a cost-effective solution for data extraction needs.
Key features:
- Extracts detailed product information including titles, prices, and images
- Supports keyword-based search result scraping
- Allows filtering by categories and custom parameters
- Handles multiple pages and bulk data extraction
- Captures seller details and ratings
- Includes search result pagination support
- Offers flexible customization options
- Maintains high reliability and speed
- Provides structured JSON output format
2. ZenRows Etsy Scraper API
ZenRows Etsy Scraper API helps gather data from Etsy listings through a simple API call. The tool collects product descriptions, prices, discounts, and other important details with a high success rate of 99.93%. It uses smart proxy rotation and anti-bot systems to avoid blocks while scraping.
Pricing: Plans start at $49 per month for 100,000 API calls. Custom enterprise plans are available for larger scraping needs.
Key features:
- High success rate with automatic proxy rotation
- Extracts product details, pricing, and descriptions
- Built-in anti-bot protection
- Simple API integration
- Real-time data extraction
- Automatic CAPTCHA solving
- Headless browser support
- JSON response format
3. Scrapfly Etsy Scraping Guide
Scrapfly is a powerful web scraping API that makes it simple to extract data from Etsy's product listings, shop details, and search results. The platform handles anti-bot measures automatically and provides ready-to-use Python code examples for scraping Etsy data at scale.
Pricing: The service offers a pay-as-you-go model starting at $0.20 per 1000 requests. Free trial credits are available for testing the platform before committing to a paid plan.
Key features:
- Built-in CAPTCHA handling and IP rotation
- Python SDK with pre-made Etsy scraping templates
- Automatic retry system for failed requests
- JSON parsing capabilities for structured data extraction
- Support for scraping product reviews and seller information
- Real-time data extraction with high success rates
- API documentation with code examples
- Fast extraction speeds with concurrent requests
4. Niche Scraper Store Analyzer
Niche Scraper is a powerful product research tool designed specifically for dropshipping and e-commerce businesses. The Store Analyzer feature lets users track popular Shopify stores and identify their best-selling products, sales data, and traffic statistics.
Pricing: The Store Analyzer feature comes included with Niche Scraper's standard subscription, starting at $49 per month. A 7-day free trial is available for new users to test the platform.
Key features:
- Advanced tracking of competitor Shopify stores
- Detailed sales analytics for individual products
- Real-time product performance monitoring
- Instant access to top-selling items across different stores
- Traffic source analysis and visitor statistics
- Automated daily store updates
- Export capabilities for product data
- Built-in profit calculator for each product
5. Bright Data Etsy Scraper
Bright Data Etsy Scraper is a specialized tool designed to extract data from Etsy marketplace listings and shops. The scraper handles CAPTCHA challenges automatically and collects product details, pricing, seller information, and customer reviews. It uses advanced proxy networks to avoid IP blocks while maintaining high success rates.
Pricing: The service starts with a pay-as-you-go model based on data usage. Custom enterprise plans are available for larger scraping needs. A free trial is offered for new users to test the platform.
Key features:
- Automatic CAPTCHA bypass and proxy rotation
- Real-time data extraction from millions of Etsy listings
- Product images, descriptions, and pricing collection
- Seller ratings and review data gathering
- JSON format data delivery
- Customizable data fields and filtering options
- API access for integration with other tools
- 24/7 technical support
6. BeautifulSoup for Etsy
BeautifulSoup is a Python library that makes web scraping Etsy listings simple and effective. The library reads HTML and XML files, creating parse trees that help extract specific data from Etsy product pages. It works with Python's requests module to fetch web pages and parse through product information, prices, reviews, and seller details.
Pricing: BeautifulSoup is a free, open-source library that anyone can use without paying license fees. The only potential costs come from proxy services or API usage if needed for larger-scale scraping projects.
Key features:
- Easy integration with Python requests library for fetching Etsy pages
- Built-in HTML parser to extract product titles, prices, and descriptions
- Support for CSS selectors and XML parsing
- Ability to gather product listings up to 48-50 items per page
- Simple learning curve for beginners in web scraping
- Handles different HTML tags and attributes common on Etsy
- Compatible with most Python versions
- Regular community updates and maintenance
7. ProxyCrawl Platform for Etsy
ProxyCrawl is a robust web scraping solution that specializes in extracting data from Etsy marketplace listings. The platform handles anti-bot measures automatically and provides clean, structured data from Etsy product pages, seller profiles, and review sections. It uses smart proxy rotation and browser emulation to ensure reliable data collection.
Pricing: Plans start at $29 per month for basic scraping capabilities, with higher tiers available for increased bandwidth and concurrent requests. Custom enterprise solutions are available for large-scale data extraction needs.
Key features:
- Automatic proxy rotation to avoid IP blocks
- Built-in JavaScript rendering
- JSON API for easy integration
- Ready-to-use code examples in Python and other languages
- Automated captcha solving
- Custom headers and cookies support
- Rate limiting protection
- Real-time data extraction
- 24/7 technical support
8. Etsy Bestseller Scraper by Apify
The Etsy Bestseller Scraper is a specialized web scraping tool designed to extract data from Etsy's top-selling products. It lets users gather detailed information from bestseller pages by simply entering the URL and applying filters to get the exact data they need.
Pricing: The scraper is available through Apify's platform, with pricing based on compute units and platform usage. Users can start with Apify's free plan to test the tool's capabilities.
Key features:
- Easy setup with no coding required
- Customizable filters for specific product categories and search parameters
- Access through Apify API for automated data collection
- Extracts product titles, prices, sales numbers, and seller information
- Supports multiple language preferences
- Built-in anti-blocking measures to ensure reliable data collection
- Export options in multiple formats like CSV and JSON
- Regular updates to maintain compatibility with Etsy's website changes
Conclusion
After reviewing all the options, the Best Etsy scraper is Apify because it offers reliable data extraction, supports multiple search options, and handles large-scale scraping tasks efficiently. The platform provides comprehensive product details, seller information, and pricing data while managing rate limits and proxy requirements automatically.