Amazon Search Scraper

What is Amazon Search Scraper?

Amazon Search Scraper is an automated data extraction tool designed to search Amazon products by keyword and batch collect product data, including ASIN, title, price, rating, reviews, Prime status, brand, badges, and more. With CoreClaw, it supports multiple Amazon marketplaces, runs without coding, and exports with one click.

• Multi-keyword Search — Search multiple keywords in a single run
• Multi-market Support — Supports US, UK, DE, FR, JP marketplaces
• Rich Product Data — Extract ASIN, title, price, rating, reviews, Prime, badges, and more
• Sponsored Filtering — Option to exclude sponsored products
• Rating & Review Filtering — Filter results by minimum rating or review count
• Detail Page Fetching — Optional category path and product features extraction
• Anti-scraping Bypass — Uses Playwright stealth mode for stable scraping
• Free Trial — Get free credits upon registration

What Data Can You Extract from Amazon?

How to Use Amazon Search Scraper?

CoreClaw Amazon Search Scraper is designed for ease of use. We handle proxy rotation, task scheduling, data standardization, and final delivery in the background. You can complete data collection in just a few simple steps:

1. Create Account — Create a free CoreClaw account using your email
2. Open Dashboard — Navigate to the Amazon Search Scraper dashboard
3. Add Search Keywords — Enter one or multiple search keywords
4. Set Filters — Select marketplace, set rating and review filters, exclude sponsored products, etc.
5. Start Task — Click "Start" and wait for data extraction to complete
6. Download Data — Download the cleaned dataset in JSON or CSV format

➡️ Input

You can copy keywords you want to search directly from the Amazon website. You can add a single keyword or batch add multiple keywords.

Key Parameters:

• Keywords (keywords) - Required

  • Description: Search keywords
  • Type: Array
  • Example: ["iphone 17 case", "usb c hub"]

• Country (country) - Optional

  • Description: Marketplace selection
  • Default: US
  • Options: US, UK, DE, FR, JP

• Max Items Per Keyword (max_items_per_keyword) - Optional

  • Description: Maximum number of products per keyword
  • Type: Number
  • Default: 50
  • Range: 1-500

• Max Pages (max_pages) - Optional

  • Description: Maximum number of pages per keyword
  • Type: Number
  • Default: 3
  • Range: 1-20

• Min Rating (min_rating) - Optional

  • Description: Filter by minimum rating
  • Type: Number
  • Default: 0
  • Note: 0 means no filtering

• Min Reviews (min_reviews) - Optional

  • Description: Filter by minimum review count
  • Type: Number
  • Default: 0
  • Note: 0 means no filtering

• Exclude Sponsored (exclude_sponsored) - Optional

  • Description: Exclude sponsored products
  • Type: Boolean
  • Default: false

• Fetch Details (fetch_details) - Optional

  • Description: Fetch additional data from detail pages
  • Type: Boolean
  • Default: false

• Max Detail Items (max_detail_items) - Optional

  • Description: Number of products to fetch details for
  • Type: Number
  • Default: 5

Example: Search "iphone 17 case" in US marketplace

⬅️ Output

For easy viewing, output results are displayed in table and tab formats. You can choose to download results in CSV/JSON format. Below is an example of results scraped using keywords:

JSON Example

[
  {
    "asin": "B0XXXXXXXX",
    "title": "iPhone 17 Case",
    "price": 29.99,
    "priceText": "$29.99",
    "rating": 4.5,
    "reviewsCount": 1234,
    "isPrime": true,
    "brand": "ExampleBrand",
    "badges": ["Best Seller", "Amazon's Choice"],
    "isSponsored": false,
    "imageUrl": "https://example.com/image.jpg",
    "productUrl": "https://www.amazon.com/dp/B0XXXXXXXX",
    "categoryPath": "Electronics > Cell Phones > Cases",
    "featureBullets": [
      "Feature 1",
      "Feature 2",
      "Feature 3"
    ]
  }
]

Explore Other Amazon Data Scraping Tools

If you need to scrape other types of Amazon data, CoreClaw provides the following professional toolset designed for different data types and use cases.

FAQ

What data can Amazon Search Scraper extract?

Amazon Search Scraper can extract comprehensive information including ASIN, product title, price, price display text, star rating, review count, Prime status, brand name, badge labels (such as Best Seller, Amazon's Choice), sponsored label, product image, product page link, and optional category path and product features.

Which Amazon marketplaces are supported?

• US - United States marketplace
• UK - United Kingdom marketplace
• DE - Germany marketplace
• FR - France marketplace
• JP - Japan marketplace

Can I exclude sponsored products?

Yes. By setting the exclude_sponsored parameter to true, you can exclude sponsored products from search results and only get organic search results.

How to filter results by rating or review count?

Use the following parameters for filtering:

• min_rating: Set minimum rating (0-5), 0 means no filtering
• min_reviews: Set minimum review count, 0 means no filtering

For example, only get products with 4-star rating and above with more than 100 reviews.

What is detail page fetching?

The detail page fetching feature (fetch_details) can additionally scrape information from product detail pages, including category path and product features list. This will significantly increase scraping time but provides richer data.

How does the anti-scraping mechanism work?

This tool uses Playwright stealth mode to bypass Amazon's anti-scraping detection and connects to CoreClaw's remote fingerprint browser pool via CDP, ensuring stable and reliable data scraping.

How many keywords can I search?

There's no hard limit, but it's recommended to search 10-20 keywords per run for optimal performance. Each keyword can have independent maximum item count and page settings.

Is scraping data legal?

Our Amazon data scraping tool only accesses and extracts publicly visible product information on the Amazon website. Users should comply with Amazon's terms of service and local laws and regulations when using scraped data.

Why do some products not have category path or product features?

Category path and product features require additional access to product detail pages to be obtained. These fields may be empty if fetch_details is set to false, or if the max_detail_items quantity limit is insufficient.