logo
languageENdown
menu
Template GalleryTemplate Details

Amazon Best Sellers Scraper

E-CommerceMCPMCP
Scrape the top 100 most popular items on Amazon from any category. Could be used on any domains.
Access Level
Run Mode
Free
Cost of Usage
2026/08/19
Last updated
Try it!

📌 What category ranking and product data can you collect from Amazon Best Sellers pages?

This template collects the original ranking URL, category, position, product name and URL, brand, stars, rating count, reviews link, Amazon marketplace, price, picture, and error field. It is useful for e-commerce sellers, category managers, and retail intelligence teams.

Data is collected from Amazon Best Sellers. Amazon Best Sellers presents frequently updated category rankings based on product sales performance.

💰 Pricing

This template is currently free of charge and has no per-line usage fee. Octoparse plan or resource limits may still apply.

📦 Output

The current published implementation can return the following fields:

  • Original_URL
  • Category
  • Position
  • Name
  • Url
  • Brand
  • Stars
  • Ratings
  • Reviews_link
  • Platform
  • Price
  • Picture
  • error
{
  "Original_URL": "https://www.amazon.es/-/en/gp/bestsellers/mobile-apps/ref=zg_bs_nav_mobile-apps_0",
  "Category": "Apps & Games (Current)",
  "Position": "#1",
  "Name": "Download Manager for Fire TV",
  "Url": "https://www.amazon.es/-/en/dp/B01NAT74Q5/ref=zg_bs_g_mobile-apps_d_sccl_1/261-8806125-1920939?psc=1",
  "Brand": "Tapbytes, LLC",
  "Stars": "3.8 out of 5 stars",
  "Ratings": "3,720",
  "Reviews_link": "https://www.amazon.es/-/en/product-reviews/B01NAT74Q5/ref=zg_bs_g_mobile-apps_d_sccl_1_cr/261-8806125-1920939",
  "Platform": null,
  "Price": "€0.93",
  "Picture": "https://images-eu.ssl-images-amazon.com/images/I/4198okEsLZL._AC_UL600_SR600,400_.png",
  "error": null
}

🎯 Use Cases

  • Monitor category leaders using category and position.
  • Compare pricing and brands among ranked products.
  • Assess product reputation using stars, ratings, and review links.
  • Track rankings across Amazon marketplaces using the platform and original URL.

🐙 Why Octoparse

  • Ready-to-use workflow: The extraction steps for Amazon Best Sellers are already configured, so you do not need to build the scraper from scratch.
  • Flexible execution: Choose the supported local or cloud run mode to fit one-off checks or repeatable collection work.
  • Structured, repeatable output: Results are returned as consistent rows that are easier to compare, filter, deduplicate, and process than manually copied pages.
  • Verified input guardrails: The form exposes the current inputs, selectable values, and meaningful limits configured for this template.
  • Practical data handoff: Review results in Octoparse and export or process them using the options supported by your Octoparse environment.

📝 Input

Complete the following fields:

  • URL List (Required) — URL List. Up to 10,000 entries per run.

🚀 How to Use

  1. Open the template and select Try it or Start.
  2. Complete the input fields listed above.
  3. Start the task using the supported local or cloud run mode.
  4. Review the output rows and export or process the structured data.

⚠️ Limitations

Results depend on what the source site exposes at run time. A listed output field can be empty when the source page does not provide that value. Input limits shown above are enforced by the template.

💡 Tips

Use specific, valid inputs and review a representative result before starting a large batch. Remove duplicate inputs when repeated records are not needed.

❓ FAQ

How does this scraper work?

The automation opens each submitted Amazon Best Sellers URL, loops through the ranked product cards on that page, and exports one structured row per product with an error value when extraction cannot complete.

What do I need to enter?

Use the fields and accepted values shown in the Input section. Only user-relevant limits and selectable options are listed.

What data does this template return?

The current output fields and a representative JSON Data Preview are listed in the Output section. Field availability can vary when the source page does not display a value.

Is this template free to use?

It is currently free of charge and has no per-line usage fee. Octoparse plan or resource limits may still apply.

Why can some output fields be empty?

Source pages do not always expose every value for every record, and layouts can vary by item, market, or current site response. The template returns a field when the current page provides it.

Can I export the collected data?

You can review the structured rows in Octoparse and export or process them using the options supported by your Octoparse environment.

🔗 Related Templates

Share