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What does Etsy.com Best Sellers Scraper do?

Introduction

Etsy.com is widely recognized as a marketplace that empowers creative entrepreneurs and enthusiasts alike. With millions of handmade, vintage, and unique products, Etsy has become a go-to platform for both niche and mainstream consumers. The Etsy.com Scraper specifically targets best sellers’ listings, providing a structured methodology to extract critical data. In an era where data-driven decisions lead to business growth, having access to up-to-date insights is paramount. This scraper addresses the challenge of manually exploring vast catalogs by automating the extraction process. It is designed to help marketers, analysts, and business owners understand trends, pricing strategies, and consumer preferences. By seamlessly integrating technical precision with SEO practices, this tool ensures that users can quickly gain a competitive edge without compromising on accuracy or reliability. Moreover, ethical considerations and legal compliance regarding data scraping are continually observed, ensuring responsible use.

Overview of the Etsy.com Scraper

The Etsy.com Scraper is a robust tool engineered to extract detailed information about best selling products on Etsy. Its primary function is to parse through selected pages on Etsy and retrieve data points such as shop ID, URL, product images, title, rating metrics, current and original pricing, and brand information. Thanks to features like proxy setup via Apify Proxy—specifically targeting residential proxies in Singapore—the scraper can bypass geographical or rate-based restrictions, thereby ensuring uninterrupted data collection.

Key Features and Strengths

• Efficiency: The scraper employs a configuration that allows for up to two retries per URL, maximizing the probability of capturing data when faced with transient network issues.
• Customization: With parameters such as max_items_per_url and URL customization (e.g., specific page pages, and price filters like min and max values), users can fine-tune the crawler to retrieve targeted insights.
• Data Accuracy: By outputting structured data fields (e.g., Shop ID, Image URL, Rating Score) and providing annotation for each, the tool ensures clarity for further analysis.
• User Base: This solution is suitable for third-party developers, digital marketers, data analysts, and e-commerce professionals aiming to optimize their market strategies with accurate and actionable data.

Detailed Input and Output Format

Input Format

• 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:

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:

{
  "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"
  ]
}

• 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.

Output:

Upon successful completion, the Etsy.com Scraper generates output in a structured format, containing the following fields:

[ // 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
]

• ID: Unique identifier for each scraped product.
• Shop ID: Identifier associated with the seller’s shop, essential for tracking seller performance.
• URL: Direct link to the product listing on Etsy.
• Image URL: Link to the product’s image, enabling quick visual references.
• Title: The title or name of the product, a critical field for logging item specifics.
• Rating Score: Displays the average star rating given by previous customers.
• Rating Count: Number of reviews, which provides perspective on the product’s popularity.
• Current Price: The presently listed price, vital for comparative pricing analysis.
• Currency: Denotes the currency in which the transaction occurs.
• Original Price: Shows the original price before any discounts, useful for tracking deals.
• Brand: Details regarding the product’s brand, aiding in market segmentation.
• Position: The product’s position within the best sellers list, indicating its ranking.

Step-by-Step Usage Guide

Implementing the Etsy.com Scraper is straightforward. Follow these steps to ensure smooth operation:

1. Configuration Setup:
   • Start by editing the input JSON file with your desired parameters, including proxy settings, maximum retries, and target URLs.
   • Ensure the URL includes correct filters like pagination and price sorting.
2. Execution:
   • Run the scraper using your preferred command-line interface or integrated development environment (IDE).
   • Monitor the process via logs; if errors arise, check the input JSON for discrepancies (commonly due to URL misformatting or proxy issues).
3. Data Handling:
   • Once the scraper completes its run, review the output in your preferred format (e.g., CSV or JSON).
   • If needed, utilize data visualization tools to further analyze the extracted details.
4. Error Management and Best Practices:
   • Set up automated alerts for failed URLs and structure periodic checks for proxy validity.
   • Regularly update proxy parameters to reflect any changes in target regions or Etsy’s web policies.
   • Maintain logs of scrape operations for auditing and compliance with Etsy’s terms of service.

Benefits and Practical Applications

The Etsy.com Scraper offers significant advantages by automating data extraction processes that would otherwise be time consuming.

• Time-Saving: By automating the data collection process, users can focus on analysis rather than manual data gathering.
• Market Insight: Frequent scraping enables businesses to track pricing trends, buyer sentiment, and best sellers dynamics, allowing data-driven decision making.
• Competitive Edge: Access to up-to-date information on top sellers provides a competitive advantage in strategy formulation and performance benchmarking.
• Business Value: The detailed output, from product ratings to pricing comparisons, is particularly useful for e-commerce managers and digital marketers who need to optimize product listings and marketing campaigns.

Conclusion

The Etsy.com Scraper is a powerful tool for extracting best sellers’ data to drive smarter business decisions. Its user-friendly configuration, detailed input/output methodology, and reliable proxy support make it an indispensable asset for professionals seeking to understand market dynamics accurately. Embrace this solution to unlock valuable insights from Etsy’s vast marketplace. For further details and integration support, consult technical documentation and comply with legal guidelines when scraping data.

Your feedback

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