Amazon is a globally recognized online shopping platform, catering to both sellers and consumers. Scraping data such as product information and customer reviews can significantly enhance your store's performance.
This article introduces some of the top Amazon scrapers that allow for easy and quick data extraction. It covers a range of tools from multi-functional web scrapers to smaller-scale browser extensions, evaluating them based on three criteria: the level of automation, user interface friendliness, and cost.
Top 3 Amazon Data Scraper for Windows/Mac
If you frequently need to scrape data from Amazon, you may encounter obstacles such as IP bans, CAPTCHAs, login walls, pagination, and data in various formats. To overcome these challenges, you'll require more robust tools like the ones we list below.
1. CoolParse
CoolParse is an exceptional web scraping tool capable of extracting Amazon price data, product lists, user reviews, and more. Thanks to its smart-detecting feature, you can easily scrape data from Amazon without any coding skills, eliminating the hassle of dealing with messy data results and endless clicks.
Additionally, CoolParse offers advanced features like Pre-Login, IP rotation (to prevent IP bans), and CAPTCHA solving. These functionalities are invaluable for regularly monitoring stock numbers, prices, and other information across various shops and products.
Moreover, CoolParse provides a convenient shared task feature for Amazon data. By using shared tasks, you can effortlessly obtain product list information on Amazon. Give the Amazon product list task a try below.
How to get more Amazon data using CoolParse
After learning a bit about CoolParse, you might be curious about how it actually operates. Let me guide you through the process in detail, using the shared task Amazon Product Scraper as an example.
Step 1: Import the task
Click the URL Amazon Product Scraper, which will open the confirmation page. And then click Get Now button to import the task.
Step 2: Edit the search keyword you want to point
Click Edit Task button on the imported task.
CoolParse will show you the complete debugging flow with keyword "baby", you can click Stop Debug button to stop immediately.
Edit Navigate, replace the preset keyword "baby" to new one (e.g. cellphone), and Save task.
Step 3: Run Amazon Product Scraper
Click the Run Task button to launch the scraper.
You can see dynamic Overview, realtime scraped Data, running Log, and History.
tips
Enable
Do not load imagesin task settings to run faster.
Step 4: Export scraped data
When the process is completed, you can export the extracted data to various formats like Excel, CSV, JSON, or even databases such as MySQL, MongoDB, Google Sheets for further use.
2. Octoparse
Octoparse is a visual web scraping tool with a user-friendly interface that resembles a browser, making it comfortable to use. Its auto-detection mode functions similarly to the smart-detection in CoolParse, intelligently identifying data with minimal manual input required. You only need to click and enter the URL of the Amazon page you want to scrape. Additionally, its Pre Login function allows you to scrape URLs that require login to access content.
Octoparse offers a free quota of 10,000 rows of data per day and permits one concurrent run for free users. The true value of data emerges when you have a substantial amount for analysis, so consider upgrading your service if you choose this tool.
3. Parsehub
ParseHub is another free web scraper that you can download directly. Like many other scraping tools mentioned, it supports building crawlers with a click-and-select interface and allows data export into structured spreadsheets.
For scraping Amazon, ParseHub does not offer smart-detection or pre-built Amazon tasks. However, if you have experience using scraping tools to create customized crawlers, you can configure it accordingly.
ParseHub allows you to save images and files to DropBox or Amazon S3. IP rotation and scheduling features are available starting from the standard plan. Free plan users can scrape up to 200 pages per run, with a 14-day data retention policy. It's advisable to regularly back up your data.
CoolParse v.s. Octoparse v.s. Parsehub
| Features | CoolParse | Octoparse | Parsehub |
|---|---|---|---|
| Page limit per run | Unlimited | Unlimited | 200 pages/run for free |
| Data limit to export | 15K rows/export for free | Up to 10K rows/run for free | / |
| Data smart-detection | Yes | Yes | No |
| IP Rotation | Yes | Yes | Yes |
| CAPTCHA solving | Yes | Yes | No |
Best 3 Browser Extensions to Scrape Amazon
The accessibility of browser extensions makes them ideal for quickly grasping the concept of web scraping. With relatively basic functionalities, these options are suitable for casual scraping or small businesses that require straightforward information in small quantities.
1. Data Miner
Data Miner is an extension available on Google Chrome and Microsoft Edge. It facilitates scraping data from web pages into CSV files or Excel spreadsheets. Several customizable recipes are designed specifically for scraping Amazon data, offering convenience with just a few clicks.
Data Miner features a user-friendly step-by-step interface and basic scraping functions, making it particularly suitable for small businesses or occasional use. The free plan limits scraping to 500 pages per month, with professional and other paid plans available for higher volume needs.
2. Webscraper.io
Web Scraper is an extension integrated into the developer tools, featuring a point-and-click interface for creating custom crawlers. To scrape e-commerce or Amazon data, users must configure their own crawlers by selecting the desired listing information from web pages.
For paid plans, Web Scraper offers additional features such as cloud extraction, scheduled scraping, IP rotation, and API access. These capabilities enable more frequent and comprehensive data extraction.
3. Scraper Parsers
Scraper Parsers is a browser extension for extracting and visualizing unstructured data without coding. Extracted data can be viewed on-site or downloaded in various formats (XLSX, XLS, XML, CSV) and can be visualized in charts based on the extracted data.
The UI of Scraper Parsers is a draggable panel within the browser, supporting scheduled scraping. However, it may experience stability issues and occasional freezing. Free users receive 1,000 page-scrape credits per month, with a total limit of 720,000.
Desktop Scraper VS Browser Extension
Browser extensions offer convenience as they can be added directly to browsers, allowing users to launch scrapers without downloading additional software. However, they rely on the browser for networking and JavaScript execution, potentially impacting performance and stability.
In contrast, desktop scrapers excel in handling complex tasks. These tools can log into websites, navigate pages, and scrape data without browser variables, offering faster and more reliable performance.
Conclusion
There are numerous Amazon scrapers available, catering to various needs. For small online businesses, starting with a browser extension might be advantageous. Alternatively, for a more professional web scraping experience tailored to specific requirements, desktop scrapers like CoolParse offer robust capabilities without the need for coding skills. Explore CoolParse now and empower your business with data-driven insights!
