Amazon Best Sellers Scraper

Detail

BrowserAct Amazon Best Sellers Scraper is a powerful, no-code tool that automates scraping Amazon best sellers for product titles, prices, ratings, and more to easily find top-selling items, allowing you to scrape Amazon product data effortlessly without manual effort. It solves the exhaustion of manually compiling data from countless pages, enabling sellers, marketers, researchers, and e-commerce analysts to uncover best products to sell on Amazon, monitor prices, analyze reviews, and gain a competitive edge through automated Amazon data extraction.

Purpose of Amazon Best Sellers Scraper

Key Benefits of Using Amazon Best Sellers Scraper

This Amazon data scraper helps you automate data collection to make smarter decisions. Here's what it delivers:

Streamline Tracking: Streamline tracking of top 100 best sellers in different categories, prices, and ratings without manual work, saving hours of effort.
Uncover Trends: Uncover best selling products on Amazon and optimize strategies by extracting structured data like rankings and review counts from various categories.
Gain Competitive Edge: Gain a competitive edge through AI-driven insights, including field suggestions for categories not available in other Amazon web scrapers.
Enable Analysis: Enable precise pricing and review analysis with customizable data extraction as an Amazon price scraper or Amazon review scraper.
Boost Growth: Boost sales and research efficiency by turning raw Amazon product data into actionable reports on how to find best selling products on Amazon.

Who Should Use This Amazon Best Sellers Scraper?

Sellers: Perfect for discovering top 100 best sellers in different categories, monitoring prices, and spotting profitable opportunities.
Marketers: Ideal for tracking trending items, reviews, and data as an Amazon product scraper to refine strategies across categories.
Researchers: Great for analyzing sales patterns, ratings, and insights in various Amazon categories.
E-commerce Analysts: Useful for bulk extraction to support competitive intelligence and trend forecasting in different departments.
Skill Requirements: No coding needed – just basic knowledge of web browsing to set up and run.
Usage Scenarios: Use it for daily product checks, price monitoring, review analysis, or generating insights for business growth.

Amazon Best Sellers Scraper Inputs, Outputs, and Capabilities

Input Parameters for Effective Amazon Scraping

Detailed explanation of required input parameters, presented in a table for clarity:

Parameter	Required	Description	Example Value
Target_URL	Yes	The base URL for Amazon Best Sellers (do not change this).	"https://www.amazon.com/bestsellers"
Department	Yes	The Amazon Best Sellers category to scrape the top 100 from (e.g., "Clothing, Shoes & Jewelry"; you can modify to others like "Electronics" for different categories).	"Clothing, Shoes & Jewelry"

These parameters allow for reusable setups and quick adjustments, making your Amazon Best Sellers Scraper workflow adaptable to different tasks.

Output Data from Scraping Amazon Best Sellers

Explanation of the workflow's output data format and content:

Data fields include:

Rank: Captures the numerical ranking after stripping the leading "#".
Title: Records the product title for identification.
Price: Extracts the numerical price in a clean format like 129.99.
Star Rating: Formats the average rating as X.X/5.0 for quality assessment.
Review Count: Counts the total reviews as numbers only.
Product URL: Provides the full link to the product page.

If you want more output data (e.g., seller info or images), you can customize the workflow to include them. Output supported formats: JSON, CSV, Excel, XML, ideal for easy download and integration after you scrape Amazon.

Scope and Limitations of the Amazon Best Sellers Scraper

Supported Websites/Platforms: Specifically designed for Amazon Best Sellers pages, supporting category lists and product rankings to scrape Amazon.
Data Types: Structured product data, including ranks, titles, prices, ratings, and URLs via an Amazon product scraper.
Data Scale: Suitable for small-scale (hundreds of products) to large-scale (thousands) Amazon scraping, depending on credit usage.

How to Build Your Amazon Best Sellers Scraper Workflow: Step-by-Step

Step 1: Parameter Setup

Target_URL: "https://www.amazon.com/bestsellers".
Department: Amazon Best Sellers category (default: "Clothing, Shoes & Jewelry"; you can modify to others like "Electronics").

Input Parameters:

target_url: "https://www.amazon.com/bestsellers"
department: "Clothing, Shoes & Jewelry"

Use default values for quick runs, such as keeping Department as "Clothing, Shoes & Jewelry" for testing without manual changes.

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Step 2: Search & Navigation

Visit Page Prompt: Visit /Target_URL
Click Element Prompt: In the "Any Department" list on the left, click the button containing the word “ /Department ".

amazon product scraper

Step 3: Loop and Collect Data

Outer Loop-1 Action: Exit after looping twice (set Maximum number of cycles to 2). This outer loop handles pagination across two pages, as the Amazon Best Sellers top 100 are typically spread over two pages.
- Inner Loop-2 Action: Exit the loop after scrolling to the bottom of the page. This inner loop triggers the waterfall loading of data by scrolling down to reveal more products.
- - Inside Inner Loop - Scroll Prompt: Scroll down the page.
- Extract Data: Extract from first 50 products: Rank, Title, Price, Star Rating, Review Count, Product URL.
- Pagination: Select next page

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Step 4: Data Export

Output Setup: Add "Finish: Output Data" action, select CSV format, and enable "Output as a file" for direct download.

scrape best products to sell on amazon

Publish and Run: Click "Publish" to save, then go to "Run" section, adjust parameters if needed, and click "Start".
Download Results: Once complete, download the CSV file with your scraped Amazon data.

Quick Start Guide: How to Use Amazon Best Sellers Scraper in One Click

If you don't want to build the workflow from scratch, simply use our pre-built "Amazon Best Sellers Scraper" template for instant setup and start scraping Amazon effortlessly.

Step 1: Register Account

Create a free BrowserAct account using your email.

Step 2: Configure Parameters

Fill in necessary inputs like Department (e.g., "Clothing, Shoes & Jewelry") – or use defaults to learn how to scrape Amazon quickly.

Step 3: Start Execution

Click "Start" to run the workflow.

Step 4: Download Data

Once complete, download the results file from scraping Amazon.

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Common Scenarios for Using Amazon Best Sellers Scraper

Business Use Cases for Scraping Amazon Data

Product Research: Use the Amazon scraper to find best selling products on Amazon for inventory planning.
Price Monitoring: Scrape Amazon as an Amazon price scraper for competitors' pricing and reviews.
Review Analysis: Extract data with the Amazon review scraper to analyze ratings and feedback.
Market Insights: Identify Amazon best seller products to evaluate trends and opportunities.

Technical Integrations for Advanced Amazon Scraping

API Calls: Integrate via API into third-party automation platforms like Make or n8n for seamless Amazon scraping.
Scheduled Tasks: Set up regular runs to automate reports on how to find best selling products on Amazon.
Data Pipelines: Connect with analysis tools (e.g., Google Sheets or BI software) for ongoing data flow.