Best Amazon Price Scraper to Track Prices

Amazon is not only an integral part of our lives as a one-stop solution for purchasing almost everything, but also the most valuable platform for sellers tracking product prices for market research.

However, the question is that how to extract Amazon price data. A very direct method is copying and pasting the needed data on a spreadsheet, but with the volume of data available and needed with Amazon, a manual process is practically impossible.

A professional Amazon price scraper can help you solve this problem. This kind of tool always extracts web data automatically with its built-in browser. In the following parts, we will introduce how to scrape Amazon prices easily.

Can You Scrape Amazon for Prices

What is Amazon price scraper

An Amazon price scraper usually refers to a tool designed for collecting price data automatically from Amazon, and you can export the scraped data into Google Sheets, Excel, CSV, or other structured files.

What’s more, these tools can also work as Amazon data scraping tools to collect other data from Amazon, including product details, sales rank, reviews and ratings, stocks, images, etc.

Is it legal to scrape Amazon price data

In short, the answer is YES. The action of Amazon data is legal as long as you extract information that is publicly available, such as product information, reviews, and prices. But a web scraper is just a tool. You still need to pay attention to where you use the data, or have you against copyright and privacy rules according to local law.

Benefits of scraping Amazon prices

Price monitoring is indispensable for any online business, especially in competitive marketplaces like Amazon. Your business can become more profitable with Amazon price scrapers in several ways.

Get fast alerts for price changes

The price of a product on Amazon might be fast changing. A price monitor can check competitor prices around the clock for you. So you can get the alert as soon as a change occurs and adjust your price to stay competitive. By contrast, without price monitoring, you may miss opportunities to gain sales or lose money by modifying your pricing strategy not on time.

Price competitively from the start

What is the best way to price the product? Many people might have this question before launching an online business. Your competitors’ pricing strategies and histories are key to the correct answer. A price monitor can help you scrape Amazon prices in a period that allows you to use the data to determine an optimal launch price that balances profit margins with gaining advantages. From the beginning, you will have a better chance of success if you launch at the right price.

Spot pricing trends and patterns

There are many factors that might affect product prices, such as seasonal pricing fluctuations, periods of high or low demand, and the pricing strategies of major competitors. With the help of Amazon price monitoring, you can track prices over time and let data reveal trends and price cycles for your products. You will benefit from this intelligence in planning future pricing adjustments strategically based on what has worked best.

No-Coding Amazon Price Scraper to Track Prices

If you’re looking for a no-coding Amazon price scraper, Octoparse will be your right choice. It works on both browser and Windows/Mac device and lets you extract all needed data from Amazon like product details, reviews, price, delivery time, stocks, etc. You can simply build a price monitor for your Amazon product list without coding skills or complicated procedures, and set schedule scraping at any time you want to track the price changes.

Octoparse: Easy Web Scraping for Anyone

Free Download

Sign Up

Turn Amazon price data into structured Excel, CSV, Google Sheets, and your database directly.

Scrape data easily with auto-detecting functions, no coding skills are required.

Preset scraping templates for hot websites to get data in clicks.

Never get blocked with IP proxies and advanced API.

Cloud service to schedule data scraping at any time you want.

Steps to build Amazon price scraper without coding

Step 1: Launch Octoparse and open the targeted Amazon page

Open Octoparse on your device after download and installation. You can sign up an account for free. Copy and paste your Amazon page link into the search box, it will start scraping automatically.

Step 2: Extract price data from Amazon

Next, create a workflow after the auto-detecting mode ends. You can customize the pagination loop, Ajax time, XPath, and other data fields easily. After that, click on the Run button to start scraping price data from Amazon.

Step 3: Set schedule scraping to track Amazon price

You can download the scraped file directly in Excel if you use the local device mode. If you want to track the scraping process at some particular time, you can click on the More button on the task from the Dashboard panel, and choose Cloud Runs – Set Schedule to set your time. Learn more details about it from Octoparse schedule scraping tutorial.

Here is a detailed guide on how to build an Amazon price monitor for Black Friday, you can learn more tips and tricks for your Amazon shop.

Amazon price scraping template

What’s more, you can find preset templates designed for Amazon price scraping, with which you can extract your competitors’ prices by entering a few keywords only. Try the following Amazon data template from your browser to extract Amazon prices within a few clicks.

https://www.octoparse.com/template/amazon-product-scraper-by-keywords

Scrape Amazon Prices Using Python

Scraping Amazon prices using Python involves sending HTTP requests to Amazon’s website, parsing the HTML content returned, and extracting the relevant price information. Here are general steps to scrape Amazon prices using Python.

Step 1: Install Required Libraries

You will need to install the following libraries:

• requests for making HTTP requests
• BeautifulSoup for parsing HTML content

Step 2: Write Python Code

Here’s a simple example using Python with requests and BeautifulSoup to scrape Amazon prices:

import requests
from bs4 import BeautifulSoup

def get_amazon_price(url):
    headers = {
        'User-Agent': 'Your User Agent String Here'
    }

    response = requests.get(url, headers=headers)
    if response.status_code == 200:
        soup = BeautifulSoup(response.content, 'html.parser')
        price = soup.find(id='priceblock_ourprice')  # Update this selector based on Amazon's HTML structure
        if price:
            return price.get_text().strip()
    return 'Price not found'

# URL of the product page on Amazon
amazon_url = 'https://www.amazon.com/Your-Product-URL'

price = get_amazon_price(amazon_url)
print(f"The price of the product is: {price}")

Step 3: Run the Code

Replace 'Your User Agent String Here' with an appropriate User Agent string. Update the amazon_url variable with the URL of the Amazon product you want to scrape. Finally, run the script, and it will display the price of the product.

Final Words

Even though the price is only one element of selling products online, it can have a huge impact on boosting sales. Many online store owners use Amazon price scrapers to price their products more competitively. With the help of a price scraper, you can track real-time price data, learn about price trends, and then modify your pricing strategy to stay ahead of competitors.

Try Octoparse now if you’re looking for an easy-to-use Amazon price scraper and don’t want to code. Otherwise, you can also try the Python method as your needs.