Etsy Categories Scraper Pro — Extract Etsy Product Data, Prices & Trends

Looking to scale your Etsy business or conduct advanced market research? Etsy Categories Scraper Pro helps you extract Etsy product data, pricing intelligence, seller insights, and marketplace trends — without writing a single line of code.

Whether you are an Etsy seller optimizing your products, a marketer tracking trends, or a developer building e-commerce dashboards, this Actor delivers clean, structured, export-ready Etsy datasets at scale.

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🚀 Why Choose Etsy Categories Scraper Pro?

Stop spending hours manually browsing Etsy listings. This Actor transforms Etsy marketplace data into a powerful, actionable dataset you can use for:

• Product research
• Competitor analysis
• Pricing intelligence
• Trend discovery
• Seller monitoring
• E-commerce automation

Built for speed, scalability, and reliability using Python Scrapy.

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✨ Key Features

• Keyword-Based Etsy Scraping Search Etsy products using category keywords or niche terms.

• Custom Search URL Support Use direct Etsy search URLs for advanced filtering and custom searches.

• Marketplace Country Support Scrape listings from multiple Etsy marketplaces:

  • United States (US)
  • Canada (CA)
  • United Kingdom (GB)
  • Germany (DE)

• Location-Based Product Filtering Filter Etsy listings using Etsy location query IDs.

• Rich Product Metadata Extraction Collect detailed listing, seller, shipping, and review information.

• Product Image Extraction Download main listing images and gallery image URLs.

• Scalable & Fast Architecture Built with Python Scrapy for high-performance crawling.

• Structured JSON Output Export-ready datasets compatible with CSV, Excel, JSON, XML, and APIs.

• Configurable Scraping Limits Control exactly how many products you want to scrape.

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📥 Input Parameters

Parameter	Type	Required	Description	Example
Category	string	No	Etsy keyword or category search term	"crochet bouquet"
LocationQuery	string	No	Etsy location query ID for regional filtering	"2921044"
Country	string	No	Marketplace country (US, CA, GB, DE)	"US"
SearchUrl	string	No	Direct Etsy search URL. Overrides keyword search	"https://www.etsy.com/search?q=handmade+gift"
item_limit	integer	No	Maximum items to scrape. Use 0 for unlimited results	50

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📌 Example Input

Keyword-Based Search

{
  "Category": "crochet flower bouquet",
  "Country": "US",
  "item_limit": 20
}

Custom Search URL

{
  "SearchUrl": "https://www.etsy.com/search?q=handmade+mug",
  "Country": "CA",
  "item_limit": 30
}

Location-Based Search

{
  "Category": "ceramic mug",
  "LocationQuery": "2921044",
  "Country": "US",
  "item_limit": 15
}

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📤 Example Output

{
  "listing_id": 1436931928,
  "shop_id": 41548668,
  "user_id": 761173241,
  "title": "Handmade Crochet Lily Bouquet - White, Purple, Pink, Yellow - Unique Gift for Her",
  "shop_name": "LenStudioCrochet",
  "shop_url": "https://www.etsy.com/shop/LenStudioCrochet",
  "shop_average_rating": "4.74",
  "shop_total_rating_count": "3749",
  "price_formatted_short": "$58.71",
  "url": "https://www.etsy.com/listing/1436931928/handmade-crochet-lily-bouquet-white",
  "origin_country_id": 219,
  "seller_location": "Hong Kong",
  "min_processing_days": 1,
  "max_processing_days": 1,
  "are_returns_accepted": true,
  "are_exchanges_accepted": true,
  "return_deadline_in_days": 30,
  "free_shipping_countries": ["ANY"],
  "ships_to_regions": ["ANY"],
  "is_bestseller": true,
  "is_top_rated": false,
  "is_handmade": true,
  "is_personalizable": false,
  "has_variations": true,
  "accepts_gift_card": true,
  "is_download": false,
  "is_vintage": false,
  "is_sold_out": false,
  "in_cart_count": 42,
  "listing_review_photo_count": 79,
  "listing_review_video_count": 5,
  "image": "https://i.etsystatic.com/example.jpg",
  "image_urls": [
    "https://i.etsystatic.com/example1.jpg",
    "https://i.etsystatic.com/example2.jpg"
  ]
}

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📊 Extracted Data Fields

Field	Description
listing_id	Etsy listing ID
shop_id	Etsy shop ID
user_id	Seller user ID
title	Product title
shop_name	Etsy shop name
shop_url	Direct Etsy shop URL
shop_average_rating	Average shop rating
shop_total_rating_count	Total shop review count
price_formatted_short	Product price
url	Product listing URL
origin_country_id	Seller country ID
origin_postal_code	Seller postal code
seller_location	Seller location
min_processing_days	Minimum processing time
max_processing_days	Maximum processing time
are_returns_accepted	Return policy status
are_exchanges_accepted	Exchange policy status
return_deadline_in_days	Return deadline
free_shipping_countries	Free shipping countries
ships_to_regions	Shipping regions
is_bestseller	Bestseller badge
is_top_rated	Top-rated seller status
is_handmade	Handmade item flag
is_personalizable	Personalization support
has_variations	Product variations available
has_variations_with_pricing	Variation pricing support
accepts_gift_card	Gift card support
is_download	Digital download flag
is_vintage	Vintage item flag
is_sold_out	Sold out status
is_vacation	Shop vacation mode
in_cart_count	Number of carts containing item
listing_review_photo_count	Review photo count
listing_review_video_count	Review video count
free_shipping_data	Free shipping metadata
image	Main listing image
image170	Thumbnail image
image_urls	Gallery image URLs
actor_id	Apify Actor ID
run_id	Apify Run ID

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🎯 Popular Use Cases

E-commerce Product Research

Discover trending Etsy products, pricing strategies, and successful niches.

Competitor Analysis

Monitor competing Etsy shops, bestseller listings, ratings, and pricing structures.

Market Trend Analysis

Analyze handmade, vintage, and personalized product trends across Etsy marketplaces.

Lead Generation & Seller Discovery

Find top-performing Etsy sellers and product categories.

Data Pipelines & Dashboards

Use structured JSON output to build custom analytics dashboards or automate workflows.

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⚡ How to Start Scraping Etsy

1. Configure Your Search Input

Choose one of the following:

• Add a Category keyword
• OR provide a direct SearchUrl

Example:

{
  "Category": "crochet flower bouquet"
}

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2. Set Marketplace & Scraping Limits

Choose your Etsy marketplace country and define how many products to scrape.

Example:

{
  "Country": "US",
  "item_limit": 20
}

Optional:

• Add LocationQuery for regional filtering.

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3. Run the Actor & Export Your Data

Start the Actor and export your Etsy dataset in:

• JSON
• CSV
• Excel
• XML

Perfect for:

• Product research
• Analytics dashboards
• Trend analysis
• Competitive intelligence

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📝 Notes

• SearchUrl overrides keyword-based searches.
• Data availability may vary depending on Etsy platform updates and listing privacy settings.
• Large scraping jobs may benefit from residential proxies for maximum reliability.

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🛠 Support

Need help, feature requests, or custom scraper development?

• Email: support@getdataforme.com
• Subject: custom support
• Contact Form: https://getdataforme.com/contact/

We’re happy to help you get the most out of Etsy Categories Scraper Pro.