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Best Amazon Product Data Scraper - Scrapeless Amazon Scraping API

Emily Chen
Emily Chen

Advanced Data Extraction Specialist

25-Dec-2024

With over 300 million active users, Amazon is a massive source of data. But manually extracting useful insights like:

  • Product Prices
  • Amazon ASIN
  • Reviews
  • Market Trends

It can be time-consuming and inefficient. By automating data collection, these tools save you valuable time, reduce errors, and provide real-time, accurate information. Choosing the right tool can help you stay ahead of the competition, improve business decisions, and streamline your research process.

PART1: Comparison Table: Features, Pros, and Cons

Tool Key Features Pros Cons Best For
Scrapeless Amazon Scraper Zero setup, real-time data, automatic CAPTCHA bypass Easy to use, affordable, free trial The historical data export function is not yet online E-commerce, medium to large businesses, marketers
DataMiner Browser extension, API integration Customizable, flexible Free version limitations, slower for bulk scraping Developers, marketers, analysts
WebScraper.io Browser extension, cloud scraping Simple to use, scalable Limited advanced features, struggles with complex sites Small businesses, non-technical users
Zenscrape Fast API, IP rotation Fast API, IP rotation High-speed scraping, handles CAPTCHAs Requires coding, expensive for small users
Instant Data Scraper Instant setup, simple interface Quick to use, free and open-source Limited scalability for larger tasks Small businesses, beginners

PART2: Top 5 Amazon Scraping Tools to Consider

In this section, we’ll explore the top 5 Amazon scraping tools. Let’s dive into each option and see which one will best suit your needs.

1. Scrapeless Amazon Scraper

Scrapeless Amazon Scraper is an efficient Amazon scraping tool driven by AI. It helps users quickly and accurately extract various information on Amazon through advanced intelligent algorithms and powerful data crawling capabilities. It not only has the same functions as tools such as BrightData and ZenRows, but also provides more competitive advantages in performance and price.
Product Features:

  • 99.9% Uptime: With advanced AI technology, Scrapeless ensures smooth and nearly uninterrupted data extraction, making it ideal for users who need high reliability.
  • 🚀 Supports High-Concurrency Scraping: Whether it's product information, reviews, or price changes, Scrapeless can handle multiple tasks concurrently, quickly scraping amazon data.
  • 🔄 Smart Proxy Rotation: Automatically manages IP addresses and proxy pools to prevent bans, ensuring higher scraping success rates and uninterrupted data extraction.
  • 🔌 System Compatibility: Provides a flexible Amazon scraping API that integrates seamlessly into your existing data processing pipeline or business systems, making it easy for developers to analyze the scraped data.
  • 💰 Cost-Effective: Compared to other high-end tools in the market, Scrapeless is priced 50% lower, allowing you to save significantly while ensuring efficient scraping.
  • 🆓 Free Trial: Enjoy a free trial period, allowing you to test the core features of the tool without any risk.

Suitable for:

  • Medium and large-sized businesses, especially those that need to scrape large volumes of data at a low cost.
  • E-commerce Analysts who need to regularly track and analyze product, price, and customer review data on Amazon.
  • Developers and Data Scientists who need to integrate scraped Amazon data into their analysis or business systems via API.

2. DataMiner

DataMiner is a browser extension and Amazon scraping API that offers users the flexibility of both manual and automated scraping. It provides a robust solution for businesses needing customizable scraping options.
Features:

  • Browser extension for quick scraping
  • API integration for advanced scraping tasks
  • Simple export to Google Sheets and Excel

Drawbacks:

  • The free version has significant limitations
  • May require technical skills for more advanced features

Suitable for:

  • Developers and businesses that require more customization and flexibility in their scraping tasks

3. WebScraper.io

WebScraper.io offers both browser extension and cloud-based scraping options. It's designed for users who need simple and effective scraping but without the need for advanced features.

Features:

  • Simple browser extension
  • Cloud scraping for larger-scale projects

Drawbacks:

  • Limited functionality for more complex scraping tasks
  • Not as powerful as other tools for scraping large datasets

Suitable for:

  • Small businesses and non-technical users who need a simple and cost-effective Amazon scraping tool

4. Zenscrape

Zenscrape is an API-based tool designed for users who need high-speed and large-scale scraping. It’s ideal for businesses with significant data extraction needs and who require fast and reliable access to Amazon data.

Features:

  • Fast API for bulk scraping
  • Automatic IP rotation and CAPTCHA bypass

Drawbacks:

  • Requires some coding knowledge to fully utilize
  • Higher cost for smaller businesses

Suitable for:

  • Large businesses and enterprises that need high-performance Amazon scraping tools

5. Instant Data Scraper

Instant Data Scraper is a free, open-source tool that works directly from your browser. It’s quick and easy to use, ideal for one-time scraping tasks or smaller projects.

Features:

  • No installation required
  • Free and open-source

Drawbacks:

  • Limited for larger scraping projects
  • Lacks advanced features for customization

Suitable for:

  • Small businesses or casual users who need a straightforward Amazon scraping tool for one-off tasks

In conclusion, while all five tools are effective in their own right, Scrapeless Amazon Scraper stands out as the best choice for businesses looking for an easy-to-use, reliable, and cost-effective Amazon scraping tool. Its real-time data extraction, automatic CAPTCHA bypass, and intuitive setup make it the ideal solution for those who want to scrape Amazon efficiently without needing technical expertise. Whether you're a marketer tracking product prices or a business owner gathering reviews, Scrapeless provides an optimal balance of functionality and simplicity.

PART3: How to Scrape Amazon product data [only 3 seconds]

The following figure shows the details page where we get product data. I will show you in detail how to get Amazon product data through Scrapeless Amazon scraper below.

How to Scrape Amazon product data [only 3 seconds]

Step 1. Log in to Scrapeless

Step 2. Click Scraping API > select Amazon to enter the Amazon scraping page.
select Amazon

Step 3. Paste the link of the Amazon product page you want to crawl into the input box. And select the type of data to crawl.

Here is https://www.amazon.com/dp/B0C68FRS85/

Paste the link of the Amazon product

On the tool page, you can select the type of data to crawl:

  • Seller: Crawl seller information, including seller name, rating, contact information, etc.
  • Product: Crawl product details such as title, price, rating, comments, etc.
  • Keywords: Crawl keywords related to the product to help you analyze the product's SEO and market trends.

Step 4. After confirming that the input link and selected data type are correct, click the "Start Scraping" button. The system will start crawling data and display the crawled results on the panel on the right side of the page.

Step 5. After the crawling is completed, you can view the crawled data in the panel on the right. The results will be displayed in a clear format for easy analysis.

Partial interception of the data returned by Scrapeless:

{ Copy
  "title": "40W USB C Charger Block, 2-Pack 4-Port Type C Fast Charging Brick Dual PD&QC Wall Plug Adapter Compatible for iPhone 15/15 Pro/ 15 Pro Max/14/13/12, iPad, Airpods, iwatch, Samsung Galaxy",
  "seller_name": "Amazon",
  "brand": "",
  "description": "About this item                     Fast Charging Block: The USB-C port power adapter supports a maximum power output of 20W. Usb c charging block offers fast and efficient charging up to 3X faster than a 5W charger cube. Charge your iPhone devices from 0% to 50% in just 30 minutes     Multiport Charging Plug: The charger brick has Dual USB-C ports and Dual USB-A ports. Allow users to charge phone, tablet and headphones simultaneously to minimize waiting time. It’s also a great space saver instead of taking up 4 wall outlet ports. The best replacement for your original usb charger     Universal Compatibility: CSODINCE USB C charger fast charging can save your time, USB C Charger great compatible for iPhone 15/15 Pro/ 15 Pro Max/15 Plus/14/14 Plus/14 Pro/14 Pro Max/iPhone 13/13 Pro Max/iPhone 12/12 Mini/12 Pro/12 Pro Max/iPhone11/11 pro/11pro max /XS/XS/Max/XR/X/8/7/6, iPad Pro/iPad Air and more     Compact and Partable: Incredibly compact size for enhanced portability. All this power comes installed in a pocket-friendly compact body, to go wherever the journey takes you. Ideal for home, office and on the go     Safe and peliable: USB charger block built-in safeguards protect your devices against excessive current, overheating, and overcharging, the charger block will automatically stop charging when power is full to protect your device       \n                     ›  See more product details",
  "initial_price": "",
  "final_price": "$19.99",
  "availability": "In Stock",
  "reviews_count": "2124",
  "categories": [
    "Cell Phones & Accessories",
    "Accessories",
    "Chargers & Power Adapters",
    "Wall Chargers"
  ],
  "asin": "B0C68FRS85",
  "buybox_seller": "Amazon",
  "number_of_sellers": 1,
  "root_bs_rank": "",
  "answered_questions": 0,
  "domain": "https://www.amazon.com",
  "images_count": 7,
  "url": "https://www.amazon.com/dp/B0C68FRS85/",
  "video_count": 8,
  "image_url": "https://m.media-amazon.com/images/I/61s3TDGfEeL._SL1500_.jpg",
  "item_weight": "",
  "rating": "4.6",
  "product_dimensions": "",
  "seller_id": "ATVPDKIKX0DER",
  "date_first_available": "",
  "discount": "",
  "model_number": "",
  "manufacturer": "",
  "department": "Cell Phones & Accessories",
  "plus_content": true,
  "upc": "",
  "video": true,
  "top_review": "I don't know why I didn't get this sooner. I have battery powered Ring cameras and doorbells all over my property, so I am constantly needing a charge and fast! My old blocks and cables would take all day to charge. This took just a few hours!Edit: one of my batteries finally got down to 5% after weeks. I plugged it in using this block and it took roughly 6 hours to charge back to 100%. Not as fast as I hoped but definitely faster than before!",
  "variations": [
    {
      "asin": "B0CBBKJDYD",
      "price": "",
      "name": "Click to select 3 Pack White"
    },
    {
      "asin": "B0CW2SDDH9",
      "price": "",
      "name": "Click to select 40W White"
    },
    {
      "asin": "B0D6YCGQZD",
      "price": "",
      "name": "Click to select Black"
    },
    {
      "asin": "B0D6YNHMCV",
      "price": "",
      "name": "Click to select Blue"
    },
    {
      "asin": "B0D6YN549Y",
      "price": "",
      "name": "Click to select Green"
    },
    {
      "asin": "B0D6YK4X36",
      "price": "",
      "name": "Click to select Light Blue"
    },
    {
      "asin": "B0C1FT7R32",
      "price": "",
      "name": "Click to select New White"
    },
    {
      "asin": "B0D6YNJDJ8",
      "price": "",
      "name": "Click to select Purple"
    },
    {
      "asin": "B0D6YKTYBB",
      "price": "",
      "name": "Click to select Red"
    },
    {
      "asin": "B0C68FRS85",
      "price": "",
      "name": "Click to select White"
    }
  ],
  "delivery": "FREE delivery Friday, January 3 on orders shipped by Amazon over $35",
  "features": [
    "Fast Charging Block: The USB-C port power adapter supports a maximum power output of 20W. Usb c charging block offers fast and efficient charging up to 3X faster than a 5W charger cube. Charge your iPhone devices from 0% to 50% in just 30 minutes",
    "Multiport Charging Plug: The charger brick has Dual USB-C ports and Dual USB-A ports. Allow users to charge phone, tablet and headphones simultaneously to minimize waiting time. It’s also a great space saver instead of taking up 4 wall outlet ports. The best replacement for your original usb charger",
    "Universal Compatibility: CSODINCE USB C charger fast charging can save your time, USB C Charger great compatible for iPhone 15/15 Pro/ 15 Pro Max/15 Plus/14/14 Plus/14 Pro/14 Pro Max/iPhone 13/13 Pro Max/iPhone 12/12 Mini/12 Pro/12 Pro Max/iPhone11/11 pro/11pro max /XS/XS/Max/XR/X/8/7/6, iPad Pro/iPad Air and more",
    "Compact and Partable: Incredibly compact size for enhanced portability. All this power comes installed in a pocket-friendly compact body, to go wherever the journey takes you. Ideal for home, office and on the go",
    "Safe and peliable: USB charger block built-in safeguards protect your devices against excessive current, overheating, and overcharging, the charger block will automatically stop charging when power is full to protect your device"
  ],
  "format": "",
  "buybox_prices": {
    "discount": "",
    "final_price": "$19.99",
    "initial_price": "",
    "unit_price": " $10.00 per Count "
  },
  "parent_asin": "B0DPKQHTVZ",
  "input_asin": "B0C68FRS85",
  "ingredients": null,
  "origin_url": "https://www.amazon.com",
  "bought_past_month": "10K+ bought in past month",
  "is_available": true,
  "root_bs_category": "Cell Phones & Accessories",
  "bs_category": "",
  "bs_rank": "",
  "badge": "Amazon's Choice",
  "subcategory_rank": {
    "subcategory_name": "",
    "subcategory_rank": ""
  },
  "amazon_choice": true,
  "images": [
    "https://m.media-amazon.com/images/I/610BYGygrvL._SL1500_.jpg",
    "https://m.media-amazon.com/images/I/71m0Cy02zfL._SL1500_.jpg",
    "https://m.media-amazon.com/images/I/71zzDptOtFL._SL1500_.jpg",
    "https://m.media-amazon.com/images/I/71KDIxAF4HL._SL1500_.jpg",
    "https://m.media-amazon.com/images/I/61p0aw74OjL._SL1500_.jpg",
    "https://m.media-amazon.com/images/I/71a-CeMBTeL._SL1500_.jpg",
    "https://m.media-amazon.com/images/I/61V+SCnRXcL._SL1500_.jpg"
.....
  ]
}

From the above results, we can see that the product information that Scrapeless can crawl includes but is not limited to:
1. ASIN Code
"asin": "B0C68FRS85" is the ASIN (Amazon Standard Identification Number).

2. Product Name (Title)
From the get_product_name() function, Scrapeless can crawl the name of the product.

Example: "40W USB-C Charger Adapter (Pack of 2)"

3. Product Rating (Rating)

From the get_product_rating() function, Scrapeless can crawl the rating information of the product.

Example: "4.6 out of 5 stars"

4. Product Price (Price)
From the get_product_price() function, Scrapeless can crawl the price of the product.

Example: "$19.99"

5. Product Image (Image)
From the get_product_image() function, Scrapeless can crawl the image link of the product.

Example: "https://example.com/product_image.jpg"

6. Product Description

From the get_product_description() function, Scrapeless can fetch the product description.
Example: "This product is a fast charging adapter that supports PD and QC fast charging protocols."
......
Alternatively, you can integrate the Scrapeless example code into your project:

import json Copy
conn = http.client.HTTPSConnection("api.scrapeless.com")
payload = json.dumps({
   "actor": "scraper.amazon",
   "input": {
      "url": "https://www.amazon.com/dp/B0BQXHK363",
      "action": "product"
   }
})
headers = {
   'Content-Type': 'application/json'
}
conn.request("POST", "/api/v1/scraper/request", payload, headers)
res = conn.getresponse()
data = res.read()
print(data.decode("utf-8"))

🌐 Want to achieve 2XX growth in your business? Click to login to Scrapeless now. With just a few simple steps, you can get accurate product information and improve business analysis and decision-making efficiency.

PART4: How to use the acquired Amazon product data to optimize Amazon Product Listing

After using Scrapeless to crawl Amazon search results data, we can use this data to optimize the Amazon listing page:

Step 1: Analyze the top-ranked product keywords and descriptions

For example, if we need to research the information of the product woman sweater, we first obtain the search results page through the Amazon search box.
amazon product page

From the crawled search results, analyze the keywords and descriptions of the top-ranked products. Extract efficient keywords and incorporate them into the titles and descriptions of your own products.

Here we take the Best Seller product ranked first in natural search as an example. According to the description above, use the Scrapeless Amazon scraping api to obtain the product information of https://www.amazon.com/LILLUSORY-Sweaters-Crewneck-Oversized-Pullover/dp/B0BFL5MKKC/.
amazon product info

For specific steps, you can refer to PART3: How to Scrape Amazon product data [only 3 seconds]

Below is a partial code example. You can use Scrapeless to batch crawl the top-ranked product data and obtain their relevant information.

{ Copy
  "title": "LILLUSORY Women's Oversized Batwing Sweaters 2024 Fall Outfits Crewneck Ribbed Knit Side Slit Trendy Pullover Tops",
  "seller_name": "",
  "brand": "",
  "description": "",
  "initial_price": "",
  "final_price": "",
  "availability": "",
  "reviews_count": "3890",
  "categories": [
    "Clothing, Shoes & Jewelry",
    "Women",
    "Clothing",
    "Sweaters",
    "Pullovers"
  ],
  "asin": "B0BFL5MKKC",
  "buybox_seller": "",
  "number_of_sellers": 1,
  "root_bs_rank": "",
  "answered_questions": 0,
  "domain": "https://www.amazon.com",
  "images_count": 6,
  "url": "https://www.amazon.com/LILLUSORY-Sweaters-Crewneck-Oversized-Pullover/dp/B0BFL5MKKC/",
  "video_count": 0,
  "image_url": "https://m.media-amazon.com/images/I/61CvT1de7IL._AC_SL1200_.jpg",
  "item_weight": "",
  "rating": "4.4",
  "product_dimensions": "",
  "seller_id": "B0BFL5MKKC",
  "date_first_available": "",
  "discount": "",
  "model_number": "",
  "manufacturer": "",
  "department": "Clothing, Shoes & Jewelry",
  "plus_content": true,
  "upc": "",
  "video": false,
  "top_review": "I LOVE this sweater. I have purchased grey. Brown, and burgundy and honestly, I'll probably buy another. This is the perfect cozy winter sweater. Pair it with jeans for a casual dinner, pair it with a legging and a sneakers for errands, pair it with a slip skirt for a dressier look. I'm obsessed. It also is very oversized on me since I am only 5' so it does cover my butt. I love how classic and expensive this sweater looks and feels. The quality also feels heavy without being suffocating. I can also add a layer underneath for additional warmth.",
  "variations": [
    {
      "asin": "B0BFL38WY5",
      .....
}

Step 3: Optimize product titles and bullet points

Based on the captured data, incorporate efficient keywords into the product title to ensure that the title is concise and attractive. At the same time, use the captured efficient keywords in the product bullet points to highlight the selling points of the product.

The following is some of the key information we captured:
title

Step 4: Competitor Pricing Analysis

Based on the scraped data, analyze the competitor's pricing strategy and ensure that your price is competitive. Adjust the price in time to attract more consumers.

Step 5: Optimize product pages with customer reviews
Analyze consumer feedback on the product through the scraped customer reviews, extract useful comments and product advantages. Optimize your product page, emphasize the product's advantages and customer feedback, and increase the trust of potential customers.

Optimize product pages with customer reviews

Step 6: Continuous monitoring and optimization
Regularly use Scrapeless to crawl Amazon search results data, monitor product keyword rankings and competitor dynamics. According to data feedback, adjust product titles, descriptions, prices and other content, and continuously optimize product pages.

FAQ

- What is an Amazon scraping API?

An Amazon scraping API is a tool that allows you to automatically extract product data, pricing, reviews, and more from Amazon’s website. It enables seamless integration into your existing systems for data analysis.

- Can Scrapeless integrate with my existing tools?

Yes, Scrapeless also provides sample code in its documentation that you can integrate into your project.

- How to apply for a free trial of Scrapeless?

You can join the Scrapeless discord group, and once you join, someone will help you get the free trial.

Conclusion

Today we discussed the best Amazon data scraping tools on the market. If you are looking for an efficient and cost-effective solution to scrape Amazon data, Scrapeless Amazon Scraper is definitely a choice worth considering. With its 99.9% uptime, high concurrent scraping and flexible API integration, it can meet the needs of businesses of all sizes. Whether you are a beginner or an experienced developer, Scrapeless can provide a stable and fast data scraping experience.

At Scrapeless, we only access publicly available data while strictly complying with applicable laws, regulations, and website privacy policies. The content in this blog is for demonstration purposes only and does not involve any illegal or infringing activities. We make no guarantees and disclaim all liability for the use of information from this blog or third-party links. Before engaging in any scraping activities, consult your legal advisor and review the target website's terms of service or obtain the necessary permissions.

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