Currently holding a market share of nearly 50% in the US, Amazon is without a doubt the world’s largest online retailer. Across all its marketplaces and including third-party sellers, it’s estimated that Amazon stocks around 350 million products in pretty much every category and niche you can think of.

That’s a lot of products. If you’re an ecommerce retailer, there’s much to be learned from Amazon. From the way products are priced to the most in-demand items on the site, learning some of Amazon’s tricks is one way to gain a competitive advantage; you might even decide to join the party and make your products available on Amazon’s marketplace as a third-party merchant. 

Amazon pricing is a particularly rich area for analysis. With such a vast range of products covering a multitude of departments, assessing how Amazon — and other retailers selling on the platform — price their products can help inform your own pricing strategy and discover opportunities to steal a march on your competitors.

With millions of product prices to analyze, however, you’ll need a tool that can scrape them for you (doing so manually doesn’t bear thinking about). In this post, we’ll delve into the 10 best Amazon pricing scraping tools to use in 2023. 

But first, let’s discover what Amazon price scraping is — and why you should be doing it. 

What is Amazon price scraping?

Amazon price scraping is a process of obtaining up-to-date pricing data from various Amazon websites. It involves the use of software applications (known as web scrapers) to automatically extract this data and can be used to compare prices across different countries, analyze product trends, and gain insights into the market. 

When you scrape the Amazon website, you are pulling data from the site and collecting it into a single location. This data can include product titles, images, descriptions, and prices. A scraper can be used to pull any data from any website, but Amazon is often used because it has a vast variety of data that is frequently updated.

Why scrape Amazon prices?

Amazon price scraping is an invaluable tool for ecommerce businesses to gain insights into the market and make strategic decisions. There are numerous benefits to Amazon price scraping, including the following:

  • Access to up-to-date pricing information. Through Amazon price scraping, businesses can obtain the latest pricing information on their products. With the click of a button, you can access this data and see how your competitors are pricing their products.
  • Analysis of product trends. When you scrape Amazon websites and collect data on the products that are being sold, you can analyze the product trends in your industry. This analysis can help you identify potential opportunities and decide on the products you should stock in your inventory.
  • Gaining a competitive edge. With Amazon price scraping, you can quickly react to pricing changes made by your competitors. You can adjust your own pricing strategy and stay competitive by offering more value. 
  • Identifying potential opportunities. Amazon price scraping can help you make better investment decisions. With access to up-to-the-minute pricing information, you can make more informed judgments about your pricing strategy and how it impacts your business.

The 10 best Amazon price scraping tools

1. ScrapingBee

ScrapingBee’s Amazon price scraper enables you to retrieve product prices and any other product information from Amazon (without using any code) and export it into a spreadsheet, CSV, or database such as Airtable. You can schedule the job to run at least once per day and set up an alert for new products and price updates.

ScrapingBee cost: You can try ScrapingBee for free (with 1,000 API calls), while entry-level plans start at $49/month. 

2. Data Miner

Working with Google Chrome and Microsoft Edge, Data Miner is a browser extension that enables you to scrape data from single pages or crawl entire sites. With over 60,000 data extraction rules, you can create custom rules to extract prices and other product information from Amazon and export it as a CSV or a spreadsheet.  

Data Miner cost: The starter plan is free (although you’re limited to scraping 500 pages per month), while paid plans start from $19.99/month.

3. ScraperAPI

With ScraperAPI, you can scrape Amazon for particular keywords using an Amazon spider and ScraperAPI as the proxy solution. This will allow you to extract all of the key details from product pages, including the ASIN, product name, description, rating, seller ranking, and of course, the price. You can also access additional features such as IP geotargeting. 

ScraperAPI cost: You can get 1,000 API credits for free, while the paid plans (which include 100,000+ credits) start from $49/month.

4. Apify

Apify is a ready-made web scraper that can help you scrape and extract prices, reviews, descriptions, images, and other relevant product information from Amazon without using the Amazon API. You can scrape using ASINs or specific keywords, while you can also specify the country you want to target. You can then download the data in a range of structured formats.

Apify cost: There’s a ‘forever free’ plan which offers $5 credits each month, while the paid plans start from $49/month. 

5. Infatica

Infatica’s scraping tool features a powerful REST API that makes extracting information much easier. To scrape Amazon prices, you can send a JSON request and download the data in CSV, XLSX (for tabular data), or JSON (for web applications) format. You can also use Infatica to scrape other Amazon pages such as a search results page or a seller page. 

Infatica cost: The starter plan is $25/month, which includes 250,000 API credits but doesn’t include JSON parsing or geotargeting. 

6. WebScrapingAPI

WebScrapingAPI allows you to scrape any online resource by collecting the HTML from a web page using a simple API. Using the tool, you can extract real-time formatted data on Amazon products, bestsellers, offers, categories, customer reviews, and prices. You can then process the data in JSON, CSV, or HTML format.

WebScrapingAPI cost: You can try WebScrapingAPI for free, while the paid plans (with 100,000+ API credits) start at $49/month. 

7. Bright Data

Bright Data enables you to extract data about an entire list of products within a category or a website. You can build a scraper for any page using either fixed URLs, or dynamic URLs using an API. By using Bright Data to scrape Amazon, you can identify matching products in real-time, track changes in customer demand, and configure dynamic pricing models. 

Bright Data cost: BrightData’s Web Scraper IDE doesn’t come cheap; the ‘pay as you go’ option costs $5 per every 1,000 page loads, while fixed plans start at $450/month. 

8. Scraping Robot

With Scraping Robot, you can search for and scrape Amazon product pages by ASIN and URL. The tool also offers custom scrapes upon request, should you require a more tailored Amazon scraping solution. Scraping Robot offers 5,000 free scrapes upon signup, while its web scraping API also benefits from regular updates to ensure it won’t be blocked. 

Scraping Robot cost: The first 5,000 scrapes are free (which is more generous than most), while its business plan works out at just $0.0018 per scrape!

9. Crawlbase

Formerly ProxyCrawl, Crawlbase has one of the largest networks of proxies, making it one of the more powerful web scraping tools. With its Amazon scrapers, you can extract price, title, availability, description, images, reviews, offer listings and more for any Amazon product. You can also get structured SERP and formatted search results from Amazon.

Crawlbase cost: You can try the tool for free with 1,000 credits included. The paid plans start at $29/month.

10. Octoparse

The cloud-based scraping tool Octoparse enables you to scrape all websites (including those with infinite scrolling, AJAX, etc.) and download the data as a CSV, or spreadsheet, or save it to a database. It has ready-to-use templates for Amazon data scraping, and you can schedule your scrapes to run at any time of day and at any frequency you like. 

Octoparse cost: The free plan is great for small one-off projects, while the standard plan (which enables you to run up to 6 processes concurrently) is priced at $89/month.