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What does Etsy.com Best Sellers Scraper do?

The Etsy.com Best Sellers Scraper functions as an intelligent automated extraction system that specifically targets the most successful products across Etsy's global handmade marketplace. This tool operates like having a market analyst who can instantly identify top-performing items across all categories and transform their success data into organized JSON datasets ready for strategic analysis.

This specialized e-commerce intelligence scraper captures comprehensive performance data including pricing strategies, customer engagement metrics, and seller indicators that reveal why certain handmade products achieve best-seller status. The tool converts this valuable marketplace intelligence into standardized JSON format, ensuring seamless integration with your business planning and analytical systems for immediate insights.

The focus on best-selling products becomes invaluable when navigating Etsy's millions of unique items, as this market intelligence tool filters through the marketplace noise to deliver proven winner insights. Whether you're analyzing successful pricing strategies or identifying trending product characteristics, this scraper provides the reliable foundation needed for making informed decisions in the competitive handmade marketplace environment.

The scraper allows you to collect comprehensive product information, including:

• ID
• Shop ID
• URL
• Image URL
• Title
• Rating Score
• Rating Count
• Current Price
• Currency
• Original Price
• Brand
• Position

Input & Output

To start collecting Etsy.com best sellers product data, simply fill out the input form. Etsy.com Best Sellers Scraper recognizes the following input parameters:

• URLs - Links to best sellers pages. You can paste URLs one at a time or use the Bulk Edit section to add a prepared list.
• Max items per URL - Don't forget to fill in this field, which allows you to choose the total items when scraping from the set product listing page.
• Limit the number of retries - Maximum number of retries for each URL when collecting data when an unexpected error occurs.
• Proxy configuration - Add a proxy to ensure that during the data collection process, you are not detected as a bot.

Note

• The URL must start with one of the links below:

Page Title	URL
Best Seller	https://www.etsy.com/market/bestseller/
Top Sellers	https://www.etsy.com/market/top_sellers/
Etsy Best Sellers	https://www.etsy.com/market/etsy_best_sellers/
Best Sellers	https://www.etsy.com/market/bestsellers/
Best Selling Items	https://www.etsy.com/market/best_selling_items/
Best Sellers	https://www.etsy.com/market/best_sellers/
Best Sellers List	https://www.etsy.com/market/best_sellers_list/
Etsy Top Sellers	https://www.etsy.com/market/etsy_top_sellers/
Best Seller Shop	https://www.etsy.com/market/bestseller_shop
Top Sellers This Week	https://www.etsy.com/market/top_sellers_this_week

• You can add filters such as custom price, sort, or select page number you want scrape. Then copy the current URL, paste it into the input of the Etsy.com Best Sellers Scraper, and run it.

• Example valid url:

  • https://www.etsy.com/market/top_sellers?ref=pagination&page=2
  • https://www.etsy.com/market/top_sellers?ref=pagination&page=2&order=price_asc&min=10000&max=100000
  • https://www.etsy.com/market/best_sellers_list?order=price_asc
  • https://www.etsy.com/market/top_sellers_this_week?min=10000&max=100000

• Example screenshot:

Use Etsy.com Best Sellers Scraper to collect best sellers product data from best sellers pages

Example url: https://www.etsy.com/market/top_sellers?ref=pagination&page=2&order=price_asc&min=10000&max=100000

Example Screenshot of product list by query page:

Input:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 20,
  "urls": [ 
    "https://www.etsy.com/market/top_sellers?ref=pagination&page=2&order=price_asc&min=10000&max=100000"
  ]
}

Output:

You get the output from the Etsy.com Best Sellers Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of product information
  {
    "id": "488248841",
    "shop_id": "7371176",
    "url": "https://www.etsy.com/listing/488248841/karma-necklace-open-circle-necklace?click_key=6b37ddbc1ee5ad94fbc8258cb90afbb2d195ff41%3A488248841&click_sum=d4973dc0&ga_order=most_relevant&ga_search_type=all&ga_view_type=gallery&ga_search_query=top+sellers&ref=search_grid-854825-1-1&etp=1&sts=1",
    "image_url": "https://i.etsystatic.com/7371176/c/1456/1456/37/136/il/3a3255/5282849820/il_300x300.5282849820_651r.jpg",
    "title": "Karma Necklace, Open Circle Necklace, Symbolic Pendant Necklace, Minimal Necklace Gift | 14k Gold Fill, Sterling Silver | LN132",
    "rating_score": 4.8556,
    "rating_count": "83.8k",
    "current_price_txt": "1,830,239",
    "currency": "VND",
    "original_price": "1830239",
    "brand": "GLDNxLayeredAndLong",
    "position": 41,
    "page": 1,
    "from_url": "https://www.etsy.com/market/top_sellers?ref=pagination&page=2&order=price_asc&min=10000&max=100000"
  }, // ... Many other product details
]

How can I use the data extracted from Etsy.com with Etsy.com Best Sellers Scraper?

💙 Increase Brand Awareness: Analyze top-performing product characteristics and successful seller strategies to identify positioning opportunities that align your handmade brand with proven market winners, helping you stand out in Etsy's crowded marketplace while building recognition across multiple platforms.

📈 Analyze Trends and Market Influences: Monitor seasonal patterns, emerging craft categories, and successful pricing strategies among best-sellers to anticipate market shifts in the handmade space before competitors recognize these trends, enabling proactive inventory and product development decisions.

🔬 Fuel Research and Testing: Utilize comprehensive best-seller datasets to test hypotheses about optimal product features, validate pricing strategies against proven performers, and analyze correlations between product attributes and marketplace success in Etsy's unique handmade ecosystem.

⭐ Enhance Sentiment Analysis: Systematically evaluate authentic customer reviews from best-selling products to understand what drives satisfaction in handmade purchases, using real buyer feedback to validate your sentiment analysis rather than relying on assumptions about craft market preferences.

🪧 Plan Data-Driven Commercial Campaigns: Design targeted marketing initiatives using performance data from successful Etsy sellers, incorporating proven pricing strategies and popular product features to create campaigns that resonate with buyers who have demonstrated purchasing behavior for similar handmade items.

📚 Simplify Market Research: Replace time-consuming manual analysis of successful Etsy products with automated intelligence that reveals what actually sells in the handmade marketplace, allowing you to focus on creating and marketing rather than spending hours researching competitor strategies.

📋 Generate Targeted Marketing Leads: Identify high-value prospects by analyzing purchasing patterns around best-selling handmade products, enabling personalized outreach campaigns that target buyers with demonstrated interest in specific craft categories, price points, and quality levels that match your offerings.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Etsy.com Best Sellers Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.