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Amazon Seller Scraper (for Lead Generation)

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Amazon Seller Scraper (for Lead Generation)

coreclaw/amazon-global-product-data-scraper-api

Extract product data from Amazon seller storefronts by seller URLs. Capture details such as product title, brand, price, reviews, ASIN, ranking, seller information, and more. Export the data, access it via API, or integrate it with third-party tools.

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2,000 Free Results

What Is the Amazon Seller Scraper?

The Amazon Seller Scraper is a seller-focused product data extraction tool built for developers and business teams. It helps you collect product data in bulk from Amazon seller pages. It is ideal for seller monitoring, storefront research, brand seller analysis, and bulk product archiving. It supports enterprise-scale data collection, global marketplace coverage, and high-concurrency tasks.

Common Use Cases for Amazon Seller Scraper

  • Seller monitoring — Track product launches, pricing changes, and review changes from a seller’s storefront over time.
  • Storefront research — Analyze product distribution and pricing structure across marketplaces.
  • Brand seller analysis — Review the core product mix and competitiveness of branded sellers.
  • Product database building — Organize seller-level product data in bulk for databases or BI tools.
  • Developer automation workflows — Integrate seller-based product collection into custom workflows.

What Data Can You Extract from Amazon Seller Products?

📝 Product Title🏷️ Brand
🆔 ASIN🔗 Product URL
💰 Original Price / Final Price💱 Currency
⭐ Rating💬 Review Count
📦 Availability Status🏪 Seller Name
👥 Number of Sellers🛒 Buy Box Seller
📈 Ranking / Category🏅 Product Badge
🖼️ Image Count🚚 Shipping Information
📋 Product Features📐 Dimensions / Weight
🗂️ Product Category📢 Sponsored Label
🏷️ Discount Information🏭 Model / Manufacturer

How to Scrape Amazon Seller Data

  1. Sign up and create your CoreClaw account with your email.
  2. Open the Amazon Seller Scraper.
  3. Enter an Amazon seller URL.
  4. Set the maximum number of products to collect.
  5. Click the “Start” button and wait for the extraction to finish.
  6. Export the results as JSON or CSV.

➡️ Input

Enter the target Amazon seller URL and set the maximum number of products. For example:

  • url: https://www.amazon.com/stores/page/4750579C-0CF4-4BF9-B7E8-F782E52D7683
  • maximum: 5

⬅️ Output

Once the scraping task is complete, the system generates structured product data in the Output tab. Results support table preview and CSV or JSON export, making them suitable for seller research, competitor tracking, and automation workflows.

JSON Example

json
[
  {
    "title": "Sceptre New 27-inch Gaming Monitor 100Hz 1ms DisplayPort HDMI x2 100% sRGB AMD FreeSync Build-in Speakers, Eye Care Frameless Machine Black 2024 (E275W-FW100T)",
    "seller_name": "Amazon.com",
    "brand": "Sceptre",
    "description": "27" Full HD 100Hz LED Gaming Monitor 1920 x 1080 FHD Resolution Up to 100Hz Refresh Rate 2 x HDMI, 1 x DP VESA Wall-Mountable AMD Freesync Supported",
    "initial_price": "$107.97",
    "final_price": "$107.97",
    "currency": "USD",
    "availability": "In Stock",
    "reviews_count": "7232",
    "categories": [
      "Electronics",
      "Computers & Accessories",
      "Monitors"
    ],
    "asin": "B0CHHSFMRL",
    "buybox_seller": "Amazon.com",
    "number_of_sellers": 1,
    "root_bs_rank": "",
    "domain": "https://www.amazon.com",
    "images_count": 6,
    "url": "https://www.amazon.com/dp/B0CHHSFMRL?th=1&psc=1",
    "video_count": 6,
    "image_url": "https://m.media-amazon.com/images/I/71jdr9u9YhL._AC_SL1500_.jpg",
    "item_weight": "7.21 pounds",
    "rating": "4.4",
    "product_dimensions": "7.66 x 24.13 x 17.21 inches",
    "seller_id": null,
    "date_first_available": "September 9, 2023",
    "discount": null,
    "model_number": "E275W-FW100T",
    "manufacturer": "e-Sceptre",
    "department": "Electronics",
    "plus_content": true,
    "upc": null,
    "video": true,
    "top_review": "I’ve used this Sceptre 24-inch monitor for two weeks, primarily for gaming and casual work. The 100Hz refresh rate and 1ms response time make a noticeable difference in smoothness compared to my old 60Hz screen, especially in fast-paced games. Colors are vibrant and accurate, and 100% sRGB coverage really stands out in photo editing and video playback. The built-in speakers are convenient for basic use, though they lack bass and volume for immersive gaming. The stand is minimalist but lacks height adjustment, so consider a monitor arm if ergonomics matter to you. Overall, an excellent value for entry-level gaming and general use.",
    "variations": [
      {
        "name": "24\\" Gaming 100Hz DP HDMI",
        "asin": "B0CHHK97X5",
        "color": null,
        "image": "https://m.media-amazon.com/images/I/51r97vbnHfL._AC_.jpg",
        "currency": "USD",
        "size": null,
        "price": null,
        "unit_price": null
      }
    ],
    "delivery": [
      "FREE delivery Tuesday, September 30",
      "Or fastest delivery Sunday, September 28 . Order within 8 hrs 14 mins"
    ],
    "features": [
      "100% sRGB Color Gamut: With 100% sRGB, our display reveals an astonishing brightness and variance in red, green, and blue color across a wide gamut, providing a more defined and naturalistic display of color in every image.",
      "DP & HDMI Ports: Two HDMI ports and one DisplayPort port provide up to 100Hz refresh rate, refining picture clarity in all action-packed gaming sequences and graphic design projects. Audio In and a Headphone Jack provide diverse audio options.",
      "Blue Light Shift: Blue Light Shift reduces blue light, allowing you to comfortably work, watch, or play applications without straining your eyes.",
      "Built-in Speakers: Perfectly suited to work & gaming settings, built-in speakers deliver robust & smooth audio while saving space on your desk.",
      "FPS-RTS Game Modes: FPS and RTS are Sceptre's custom set display settings built for an enhanced gaming experience. FPS (First Person Shooter), RTS (Real-Time Strategy).",
      "VESA Wall Mountable: The VESA wall mount pattern gives you the freedom to select the optimum viewing position for your monitor, eliminate cable clutter, and save valuable space for your gaming and work station."
    ],
    "format": [],
    "buybox_prices": {
      "final_price": "$107.97",
      "initial_price": "$107.97",
      "discount": null,
      "unit_price": null
    },
    "parent_asin": "B0CJBXVGQY",
    "ingredients": "",
    "climate_pledge_friendly": false,
    "prices_breakdown": {
      "deal_type": null,
      "list_price": null,
      "typical_price": null
    },
    "origin_url": "",
    "is_available": false,
    "bought_past_month": "6K",
    "root_bs_category": "Electronics",
    "bs_category": "",
    "bs_rank": "",
    "badge": "Amazon's  Choice",
    "ISBN10": null,
    "input_asin": "B0CHHSFMRL",
    "images": [
      "https://m.media-amazon.com/images/I/71jdr9u9YhL._AC_SL1500_.jpg",
      "https://m.media-amazon.com/images/I/71Hz2V-kzCL._AC_SL1500_.jpg"
    ],
    "product_details": [
      {
        "type": "Brand",
        "value": "Sceptre"
      },
      {
        "type": "Screen Size",
        "value": "27Inches"
      }
    ],
    "country_of_origin": null,
    "sustainability_features": null,
    "other_sellers_prices": [],
    "sponsored": true,
    "unit_price": {
      "unit": null,
      "price": "$107.97"
    },
    "timestamp": "2025-09-25T06:31:00.948Z",
    "product_rating_object": {
      "five_star": 5352,
      "four_star": 940,
      "three_star": 362,
      "two_star": 145,
      "one_star": 434
    },
    "categories_with_urls": [
      {
        "category_name": "Electronics",
        "url": "https://www.amazon.com/electronics-store/b/ref=dp_bc_1?ie=UTF8&node=172282"
      },
      {
        "category_name": "Computers & Accessories",
        "url": "https://www.amazon.com/computer-pc-hardware-accessories-add-ons/b/ref=dp_bc_2?ie=UTF8&node=541966"
      }
    ],
    "description_html": "27" Full HD 100Hz LED Gaming Monitor 1920 x 1080 FHD Resolution Up to 100Hz Refresh Rate 2 x HDMI, 1 x DP VESA Wall-Mountable AMD Freesync Supported",
    "is_amazon_as_seller": true,
    "measurement": {
      "unit_num": null,
      "unit_type": null
    },
    "coupon": {
      "discount_value": null,
      "discount_unit": null
    },
    "fba_sellers_count": 0,
    "fbm_sellers_count": 0,
    "input": {
      "url": "https://www.amazon.com/dp/B0CHHSFMRL/"
    },
    "error": null,
    "error_code": null,
    "warning": null,
    "warning_code": null,
    "err_stats": true
  }
]

Explore Other Amazon Scrapers

If you need to extract other types of Amazon data, you can use the following tools. Each one is designed for a different data type and use case.

🛒 Amazon Product Scraper💬 Amazon Comment Scraper
🏪 Amazon Seller Scraper🌍 Amazon Global Scraper

FAQ

How does Amazon global scraping work?

By accessing multiple Amazon marketplaces, the tool uses advanced browser automation and rotating residential proxies to extract the public Amazon product data you specify and convert it into structured formats such as JSON or CSV for easier comparison.

Which Amazon marketplaces are supported?

The Amazon Global Product Scraper supports major Amazon marketplaces, including:

  • North America: United States (amazon.com), Canada (amazon.ca), Mexico (amazon.com.mx)
  • Europe: United Kingdom (amazon.co.uk), Germany (amazon.de), France (amazon.fr), Italy (amazon.it), Spain (amazon.es)
  • Asia-Pacific: Japan (amazon.co.jp), India (amazon.in), Australia (amazon.com.au)
  • Other regions: Brazil, UAE, Saudi Arabia, and more

Is scraping Amazon seller data legal?

In many jurisdictions, scraping publicly available product information is generally considered lawful. However, you are still responsible for complying with applicable data protection laws such as GDPR or CCPA, as well as the terms of use of each Amazon marketplace. The data should not be used for unfair competition or other non-compliant purposes.

Pricing

Failed results don't count

Rating

4.8

Developer

CoreClaw
Maintained by CoreClaw

Worker Stats

14 Total runs
Success rate: 100.00%
Last updated: Apr 11, 2026

Categories

Lead GenerationE-CommerceAmazon

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