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Amazon Scraper - Scrape Amazon Product Data

RealdataAPI / amazon-product-scraper

Use the Amazon Product Data Scraper to extract detailed product information, including pricing, customer reviews, ratings, product descriptions, and ASINs, without relying on the Amazon API. This tool automates the process of scraping Amazon product data, making it easier for businesses to gather insights. You can also access this service through the Amazon Scraper API, supporting multiple countries such as Australia, Canada, Germany, France, Singapore, USA, UK, UAE, and India. It is the best tool for Amazon data scraping, especially when it comes to extracting Amazon product listings, seller details, availability, and historical pricing trends. Whether you need data for market research, competitor analysis, pricing intelligence, or eCommerce analytics, this tool provides in-depth insights for any business use case.

Customize me! Report an issue E-commerce

What is Amazon Data Scraper, and how does it work?

The Amazon data extractor is a powerful Amazon data scraping tool that allows you to scrape Amazon product data from individual product URLs or subcategory URLs.

Example of an Amazon subcategory URL:

https://www.amazon.com/s?i=specialty-aps&bbn=16225007011&rh=n%3A16225007011%2Cn%3A1292115011

Amazon subcategory permalinks usually includes after the Amazon domain. Ensure your URL follows this format for optimal results.

Simply add any links into the input field, select the number of products you wish to scrape, and export the output schema. You can also access this data directly via the Amazon Scraper API without logging into the Real Data API platform.

Why extract products from Amazon?

Scraping Amazon product data allows businesses to:

  • Monitor pricing trends across Amazon categories and subcategories.
  • Optimize marketing campaigns with insights into product demand.
  • Track competitors by analyzing Amazon bestsellers, reviews, and product rankings.
  • Analyze customer sentiment by extracting reviews, ratings, and feedback.
  • Identify market opportunities by uncovering trending products and emerging brands.
  • Enhance eCommerce analytics using structured Amazon data for business intelligence.

For more insights, explore how Amazon data extraction is transforming eCommerce analytics and competitive intelligence.

Is it legal to extract Amazon product data?

Yes, scraping publicly available Amazon data—such as product prices, descriptions, and ratings—is generally permissible. However, businesses should ensure compliance with Amazon's terms of service. For more details, check out our latest blog on ethical web scraping practices.

How can I extract Product data from Amazon?

You can follow this step-by-step tutorial for the Amazon product data scraping process.

Do you want more Amazon scraping alternatives?

Check out the below Amazon scrapers.

  • Amazon ASINs Scraper
  • Amazon Reviews Scraper
  • Amazon Best Sellers Scraper
Input options

While running this scraper, you must configure what you wish to extract with the process. You can feed an input as a JSON file or in the Real Data API editor. Most input points have default values.

Go to the dedicated input option for detailed examples and descriptions of each input field.

Note the below points while using this actor to scrape Amazon products.

You may not get price information if no sellers are in a particular delivery country. Setting up a specific Real Data API proxy country in the proxy setting must help you. You'll still find the difference in product prices based on the United States. Amazon also displays several offers for your proxy geolocation.

Sample result of Amazon Data Scraper
{
    "title": "SanDisk 1TB Extreme microSDXC UHS-I Memory Card with Adapter - Up to 190MB/s, C10, U3, V30, 4K, 5K, A2, Micro SD Card- SDSQXAV-1T00-GN6MA",
    "url": "https://www.amazon.com/dp/B09X7MPX8L",
    "asin": "B09X7MPX8L",
    "inStock": true,
    "inStockText": "Only 8 left in stock - order soon.       Only 8 left in stock - order soon.",
    "brand": "SanDisk",
    "price": {
        "value": 145.5,
        "currency": "$"
    },
    "listPrice": {
        "value": 299.99,
        "currency": "$"
    },
    "shippingPrice": null,
        "stars": 4.8,
        "starsBreakdown": {
        "5star": 0.86,
        "4star": 0.09,
        "3star": 0.02,
        "2star": 0.01,
        "1star": 0.01
    },
    "reviewsCount": 36704,
    "answeredQuestions": 151,
    "breadCrumbs": "Electronics › Computers & Accessories › Computer Accessories & Peripherals › Memory Cards › Micro SD Cards",
    "thumbnailImage": "https://m.media-amazon.com/images/I/716kSUlHouL.__AC_SX300_SY300_QL70_FMwebp_.jpg",
    "description": null,
    "features": [
    "Save time with card offload speeds of up to 190MB/s powered by SanDisk QuickFlow Technology (Up to 190MB/s read speeds, engineered with proprietary technology to reach speeds beyond UHS-I 104MB/s, requires compatible devices capable of reaching such speeds. Based on internal testing; performance may be lower depending upon host device interface, usage conditions and other factors. 1MB=1,000,000 bytes. SanDisk QuickFlow Technology is only available for 64GB, 128GB, 256GB, 400GB, 512GB, and 1TB capacities. 1GB=1,000,000,000 bytes and 1TB=1,000,000,000,000 bytes. Actual user storage less.)",
    "Pair with the SanDisk Professional PRO-READER SD and microSD to achieve maximum speeds (sold separately)",
    "Up to 130MB/s write speeds for fast shooting (Based on internal testing; performance may be lower depending upon host device interface, usage conditions and other factors. 1MB=1,000,000 bytes.)",
    "4K and 5K UHD-ready with UHS Speed Class 3 (U3) and Video Speed Class 30 (V30) (Compatible device required. Full HD (1920x1080), 4K UHD (3840 x 2160), and 5K UHD (5120 X 2880) support may vary based upon host device, file attributes and other factors. See HD page on SanDisk site. UHS Speed Class 3 (U3) designates a performance option designed to support real-time video recording with UHS-enabled host devices. Video Speed Class 30 (V30), sustained video capture rate of 30MB/s, designates a performance option designed to support real-time video recording with UHS-enabled host devices. See the SD Association’s official website.)",
    "Rated A2 for faster loading and in-app performance (A2 performance is 4000 read IOPS, 2000 write IOPS. Results may vary based on host device, app type and other factors)"
    ],
    "variantAsins": [],
    "reviewsLink": "/SanDisk-Extreme-microSDXC-Memory-Adapter/product-reviews/B09X7MPX8L?reviewerType=all_reviews",
    "delivery": "Thursday, January 26",
    "fastestDelivery": "Sunday, January 22",
    "returnPolicy": "Eligible for Return, Refund or Replacement within 30 days of receipt  Eligible for Return, Refund or Replacement within 30 days of receipt",
    "support": "Free Amazon tech support included",
    "variantAttributes": [],
    "priceVariants": null,
    "seller": {
        "name": "Direct Suppliers US",
        "id": "A210SJF12S88M5",
        "url": "/gp/help/seller/at-a-glance.html/ref=dp_merchant_link?ie=UTF8&seller=A210SJF12S88M5&asin=B09X7MPX8L&ref_=dp_merchant_link&isAmazonFulfilled=1",
        "reviewsCount": null,
        "averageRating": null
    },
    "bestsellerRanks": null,
    "locationText": "Select your address"
}
Integrations with Amazon Data Scraper

You can connect this API with almost all web applications or cloud services using Real Data API integrations. You can connect with Slack, GitHub, Zapier, Make, Google Drive, and Sheets. You can also use Webhooks to conduct event actions, like getting an alert when Amazon API completes the execution.

Executing Amazon Data Scraping Actor with Real Data API

The Real Data API actor offers you programmatic access to the Real Data API platform. The actor is organized about RESTful HTTP points to allow you to schedule, manage, and execute Real Data API actors. The actor also gives you access to all datasets, fetch outputs, track API performance, develop and update versions, etc.

To use the actor using Node.js, try the Real Data API client NPM package, and to use it using Python, try the Real Data API PyPL package.

Visit the Real Data API actor reference document for details, or open the API tab to explore program examples.

You should have a Real Data API account to execute the program examples. Replace in the program using the token of your actor. Read about the live APIs with Real Data API docs for more explanation.

import { RealdataAPIClient } from 'RealDataAPI-client';

// Initialize the RealdataAPIClient with API token
const client = new RealdataAPIClient({
    token: '',
});

// Prepare actor input
const input = {
    "categoryOrProductUrls": [
        {
            "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5"
        }
    ],
    "maxItems": 100,
    "proxyConfiguration": {
        "useRealDataAPIProxy": true
    }
};

(async () => {
    // Run the actor and wait for it to finish
    const run = await client.actor("junglee/amazon-crawler").call(input);

    // Fetch and print actor results from the run's dataset (if any)
    console.log('Results from dataset');
    const { items } = await client.dataset(run.defaultDatasetId).listItems();
    items.forEach((item) => {
        console.dir(item);
    });
})();

from realdataapi_client import RealdataAPIClient

# Initialize the RealdataAPIClient with your API token
client = RealdataAPIClient("")

# Prepare the actor input
run_input = {
    "categoryOrProductUrls": [{ "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5" }],
    "maxItems": 100,
    "proxyConfiguration": { "useRealDataAPIProxy": True },
}

# Run the actor and wait for it to finish
run = client.actor("junglee/amazon-crawler").call(run_input=run_input)

# Fetch and print actor results from the run's dataset (if there are any)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# Set API token
API_TOKEN=<YOUR_API_TOKEN>

# Prepare actor input
cat > input.json <<'EOF'
{
  "categoryOrProductUrls": [
    {
      "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5"
    }
  ],
  "maxItems": 100,
  "proxyConfiguration": {
    "useRealDataAPIProxy": true
  }
}
EOF

# Run the actor
curl "https://api.realdataapi.com/v2/acts/junglee~amazon-crawler/runs?token=$API_TOKEN" \
  -X POST \
  -d @input.json \
  -H 'Content-Type: application/json'

Additional Resources

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Documentation

Learn more about Real Data API actors
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API reference

Consists of program examples

Place the Amazon product URLs

productUrls Required Array

Put one or more URLs of products from Amazon you wish to extract.

Max reviews

Max reviews Optional Integer

Put the maximum count of reviews to scrape. If you want to scrape all reviews, keep them blank.

Link selector

linkSelector Optional String

A CSS selector saying which links on the page (< a> elements with href attribute) shall be followed and added to the request queue. To filter the links added to the queue, use the Pseudo-URLs and/or Glob patterns setting. If Link selector is empty, the page links are ignored. For details, see Link selector in README.

Mention personal data

includeGdprSensitive Optional Array

Personal information like name, ID, or profile pic that GDPR of European countries and other worldwide regulations protect. You must not extract personal information without legal reason.

Reviews sort

sort Optional String

Choose the criteria to scrape reviews. Here, use the default HELPFUL of Amazon.

Options:

RECENT,HELPFUL

Proxy configuration

proxyConfiguration Required Object

You can fix proxy groups from certain countries. Amazon displays products to deliver to your location based on your proxy. No need to worry if you find globally shipped products sufficient.

Extended output function

extendedOutputFunction Optional String

Enter the function that receives the JQuery handle as the argument and reflects the customized scraped data. You'll get this merged data as a default result.

{
  "categoryOrProductUrls": [
    {
      "url": "https://www.amazon.com/s?i=specialty-aps&bbn=16225009011&rh=n%3A%2116225009011%2Cn%3A2811119011&ref=nav_em__nav_desktop_sa_intl_cell_phones_and_accessories_0_2_5_5"
    }
  ],
  "maxItems": 100,
  "detailedInformation": false,
  "useCaptchaSolver": false,
  "proxyConfiguration": {
    "useRealDataAPIProxy": true
  }
}

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Disclaimer : RealData API functions solely as an independent data infrastructure and technology solutions provider. We build customized automation workflows designed to collect publicly accessible web data based exclusively on client instructions. RealData API neither owns proprietary datasets nor engages in the sale or redistribution of extracted information. Our operations are limited strictly to lawful public web data processing and never involve unauthorized access to restricted systems or private networks. Any company names, trademarks, logos, or brand references displayed on this website are used purely for demonstrative and illustrative purposes to showcase our technical capabilities and do not imply endorsement, partnership, or affiliation. Use of our platform and services remains subject to our Terms of Service.

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