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Top 5 Free Amazon Product Scraper Without Coding – 2025
Amazon has over 350 million products, making it one of the richest sources of market data in the world.
Sooo whether you’re tracking prices, finding your next best-seller, or digging into customer reviews, the opportunities are massive.
But here’s the challenge: trying to collect all that information manually? That’s a no-go. You’re only going to waste your precious time and also it’s nearly impossible to do it at scale.
The good news? You don’t need to be a tech wizard or spend a dime on fancy software tools to get the job done. With the right Amazon scraper tool, you can automate the whole process and get the insights you need in minutes—all without writing a single line of code.
In this post, I’ll walk you through 5 free tools to scrape Amazon product data, including ScrapeLead, the easiest and most powerful option out there.
Let’s get into it!
But first:
What is Amazon Data Scraping?
Amazon data scraping is the automated process of collecting valuable information from Amazon, like product details, prices, reviews, ratings, and seller information.
All this is done using a special tool called an Amazon Data Scraper.
So Then What is an Amazon Data Scraper?
An Amazon Data Scraper is a specialized tool designed to help you gather product data quickly and without hassle. It turns mountains of information into easy-to-read insights in seconds, saving you hours of manual work.
By automating data collection, these tools let you focus on what matters—analyzing trends, tracking competitors, or diving into product reviews to make better decisions. Whether you’re a seller, marketer, or researcher, an Amazon scraper does the hard work so you can focus on results.
What Kind of Product Data Can You Scrape from Amazon?
- Product Names
- Product Descriptions
- ASIN (Amazon Standard Identification Number)
- Product Prices
- Customer Reviews
- Star Ratings
- Stock Availability
- Best Seller Rank (BSR)
- Images and Media URLs
- Seller Names
- Fulfillment Method (FBA or FBM)… and more!
You know the whats, Now let’s get into the two categories of Amazon product data scraping tools.
Categories of Amazon Product Data Scraping Tools
There are two main categories that Amazon product scraping tools are placed in:
- Free Amazon Data Scrapers
- Paid Amazon Data scrapers
While all Amazon scraper tools might seem similar, there’s a clear difference between free and paid options.
And the right tool depends on how much data you need, your convenience, and what works best for your goals.
Let’s break down the two categories before we get into our 5 free tool list.
Free Amazon Data Scrapers
Free Amazon scrapers are scraping tools available for use at no cost, providing basic functionalities to extract product data from Amazon.
Here’s what’s in it for the free tools feature wise:
| Feature | How it works |
|---|---|
| No Cost | Accessible for free without any financial investment. |
| Beginner-Friendly | Easy to use, often not needing technical expertise. |
| Basic Data Points | Focuses on extracting only basic data like prices, titles, and reviews. |
| Limited Data Volume | In most cases, there may be restrictions on the amount of data you can scrape per session or day (depending on the tool). |
| Open Source Options | Some tools allow you to modify and customize your usage. |
The Goodies [Pros]
- Completely Free: Ideal for startups, freelancers, or anyone on a tight budget.
- Simple to Use: Minimal setup and easy learning curve.
- No Commitment: Great for testing data scraping without long-term investment.
The Baddies [Cons]
- Feature Limitations: Limited to basic scraping tasks without advanced customization.
- Data Caps: Many free tools impose restrictions on the number of items you can scrape.
- Less Reliable: May crash, be slow, or lack regular updates.
- Higher Risk: Often lacks robust anti-detection features, increasing the chance of getting blocked.
Elite point out: The free Amazon data scrapers are FOREVER free and that is why elite scrapers love them.
Next up:
Paid Amazon Data Scrapers
Paid Amazon data scrapers are premium scraping software tools that require a subscription or one-time payment for you to use them.
There’s nothing like free food here. You have to add your credit card figures for you to use the tool (so worth it, by the way).
The paid scraping tools provide extensive features and advanced capabilities for professional and large-scale projects and that is why they are called ‘fine’ tools because they offer everything you need—no gaps, no compromises.
Here’s what’s in it for the fine tools–feature wise:
| Feature | How it works |
|---|---|
| Comprehensive Data Extraction | Scrapes advanced data points like Best Seller Rank, Q&A, and historical trends. |
| High Scalability | Handles large-scale scraping with higher efficiency and speed. |
| Anti-Detection Systems | Avoids IP bans and improves operational reliability. |
| Customization Options | Allows for targeted data scraping based on user needs. |
| Customer Support | Provides technical support and regular updates for consistent performance. |
The Goodies [Pros]
- Full Features: Unlocks complete access to Amazon’s data points, from pricing history to stock levels.
- Scalable: Handles vast amounts of data with ease.
- Reliable: Regular updates and anti-detection measures ensure smooth functionality.
- Support Available: Assistance for troubleshooting and optimization.
The Baddies [Cons]
- Costly: Monthly subscriptions or high upfront costs can be expensive for small projects.
- Complex for Beginners: Advanced features may require technical knowledge to maximize value.
- Unnecessary for Small Projects: Overkill for users needing just basic data scraping.
Elite Point out: The paid Amazon scraper tools digs through an entire Amazon product pool and pulls out dollars worth data insights.
We’ve done our two-way scraper tools overview,
Now let’s proceed to our main focus for the day–the 5 free Amazon product data scrapers.
5 Free Tools to Scrape Amazon Product Data Without Coding
ScrapeLead
Up first is ScrapeLead’s Amazon product scraper. This is a user-friendly tool designed to extract Amazon product data effortlessly.
And when it comes to scraping Amazon product data? ScrapeLead stands tall as the most reliable, beginner-friendly, and feature-rich option tool available for free.
Just think of it as the “for all” go to tool. It makes your data extraction process more fun, easy, smooth, and of course meeting all your needs while offering impressive performance.
Key Features:
- Free Forever: Enjoy all features without hidden fees or paywalls.
- Beginner-Friendly Interface: Ideal for everyone even if they have no technical background.
- Bulk Scraping Capability: Extract data from multiple products simultaneously.
- Wide Data Coverage: Gather product names, prices, reviews, ratings, ASINs, and more.
- Real-Time Scraping: Access up-to-date information for actionable insights.
- Export Options: Save data in CSV, JSON or Excel formats for quick analysis.
- Reliable and Efficient: Delivers results fast with minimal setup.
| PROS | CONS |
|---|---|
| Affordable pricing (and free) | Requires a bit of technical knowledge for extremely advanced features |
| Handles bulk scraping effortlessly | Needs the internet to operate |
| User friendly (no coding needed) | |
| 24/7 customer support with an ai chatbot | |
| 100% reliable | |
| Multiple export options (JSON, CSV, XML… and more) |
Pricing:
Elite Tip:
Use its bulk scraping feature strategically by organizing your product URLs into batches for maximum efficiency within the daily limit. Prioritize high-priority items first to ensure you get the data you need most urgently.
Octoparse
The second spot on our 5 free Amazon scraper tool–list is Octoparse. This is a versatile Amazon data scraper that offers a free tier with significant scraping capabilities.
With its pre-set templates, it’s an excellent choice for non-coders looking for automation.
Key Features:
- Pre-Set Templates: Simplifies the scraping process with ready-to-use configurations.
- Cloud-Based Scraping: Tasks run in the cloud, freeing up your local resources.
- Export Options: Data can be exported in CSV, Excel, or database formats.
| PROS | CONS |
|---|---|
| Beginner-friendly with templates | Free plan limits task volume and data size |
| Cloud functionality saves local resources | Steeper learning curve for non-technical users. |
| Subscription for advanced features is freaking expensive |
Pricing:
Elite Tip:
Leverage the scheduled scraping feature on the free tier to automate data collection during off-peak hours, ensuring your tasks run smoothly without exceeding daily limits.
ParseHub
Third spot goes to ParseHub. It is a smart product scraper which is capable of handling dynamic Amazon pages.
It’s great for extracting data from JavaScript-heavy content and multi-page product listings.
Key Features:
- Dynamic Content Scraping: Extracts data from JavaScript-heavy pages with ease.
- Multi-Page Navigation: Enables comprehensive data scraping across multiple pages.
- Export Formats: Supports CSV, Excel, and JSON.
| PROS | CONS |
|---|---|
| Handles dynamic content like a pro | Free version only supports single-task operations |
| Suitable for small-scale scraping | Outdated interface compared to newer tools |
| Requires a paid plan for large-scale projects |
Pricing:
Elite Tip:
For scraping dynamic content, use the multi-page navigation feature to extract data across product listings by setting up proper page loop rules. This will save you time and provide comprehensive results.
Axiom.ai
Up fourth spot is Axiom.ai. This is a Chrome extension that lets you build custom bots for scraping Amazon data.
It’s such a great tool for automating repetitive tasks and exporting data directly to Google Sheets.
Key Features:
- Custom Bots: Build personalized bots with no coding required.
- Google Sheets Integration: Export data seamlessly for analysis.
- Chrome-Based Automation: Operates entirely within the Chrome browser.
| PROS | CONS |
|---|---|
| Fully customizable bots | Limited to Chrome browser functionality |
| Google Sheets integration for seamless data handling | Free plan restricts task complexity and volume |
| Bot setup can be time-consuming |
Pricing:
Elite tip:
Take advantage of the Google Sheets integration to create automated workflows. For instance, set up a bot to scrape product data directly into a shared Google Sheet for real-time collaboration with your team.
OutWit Hub
And lastly, we have OutWit Hub which might not be the flashiest tool, but it’s a reliable option for those looking to scrape multiple pages of Amazon data.
This Amazon scraper tool is particularly useful for batch processing and recognizing patterns.
Key Features:
- Automatic Data Recognition: Quickly identifies patterns for extraction.
- Batch Processing: Handles multiple pages or product listings in one run.
- Export Options: Outputs data in CSV or Excel formats.
| PROS | CONS |
|---|---|
| Efficient for batch processing | Outdated interface makes navigation challenging |
| Straightforward customization options | Limited tutorials and beginner support |
| Basic features compared to competitors |
Pricing:
Elite Tip:
Use the batch processing feature to scrape data from entire product categories at once. Create a custom workflow to automate repetitive tasks, like extracting specific attributes (e.g., stock levels or ratings)
Which Free Tool is Perfect For You to Scrape Amazon Product Data?
| Feature | ScrapeLead | Octoparse | ParseHub | Axiom.ai | OutWit Hub |
|---|---|---|---|---|---|
| User-Friendly Interface | ✔ | ✔ | ✔ | ✔ | ❌ |
| Bulk Scraping Capability | ✔ | ✔ | ❌ | ❌ | ✔ |
| Wide Data Coverage | ✔ | ✔ | ✔ | ❌ | ✔ |
| Export Options (CSV/Excel) | ✔ | ✔ | ✔ | ✔ | ✔ |
| Pricing Affordability | ✔ | ❌ | ❌ | ✔ | ✔ |
| Real-Time Data Extraction | ✔ | ✔ | ✔ | ✔ | ❌ |
| Free plan | ✔ | ✔ | ✔ | ✔ | ✔ |
So which Amazon scraper tool cuts it for you?
Well, it’s more than clearly obvious that ScrapeLead’s scraper is the real deal here as it ticks all the boxes.
What are you waiting for?
Now How Do You Scrape Amazon Product Data Using ScrapeLead [No code]?
Pulling out Amazon product data using ScrapeLead is like that disney story when “Mr easy life” finally meets his better half “soft life”.
Here’s how you go about it in actions in a just simple 4-step process:
- Set up the Amazon scraper tool
- Input URL
- Run the scraper
- Export data in any format you want (CSV, XML, or JSON)
And that’s it. You’re done!
But is it Legal to Scrape Amazon Product Data?
Well, the answer is YES and NO depending on what kind of data you want to scrape.
Let’s check in with our friend–Google:
There you have it.
So the NO it’s illegal answer means scraping what is not legal (or not allowed).
AND then the YES it’s legal answer means scraping what is legal (or allowed).What does Amazon say about it though?
There you go.
The trick here is to do the “acceptable” when pulling out those tasty pieces of data from the platform (you know which 👀)
So What is the acceptable? Scraping publicly available data.
Here’s some best practices to keep your account safe and ever scraping:
5 Best Practices for Scraping Amazon Product Data
Practice #1 Use Reliable Scraping Tools
Select the most reliable and efficient Amazon data scraper, like ScrapeLead or any other tool that best suits your requirement.
The right tool will provide accuracy in data extraction, minimal errors, and features such as bulk scraping, real-time updates, and data export.
Practice #2 Respect Amazon’s Terms of Service
Unethical scraping could include bans or any other legal issue on your account. This complies by scraping only the publicly available data and avoids any method that would intervene with the working of Amazon.
Pro Tip: To minimize risks of flagging or blocking, use a tool that provides anti-detection functionality right out of the box.
Practice #3 Rotate IP Addresses and User Agents
Amazon has powerful anti-bot measures. So to avoid detection, rotate your IP addresses and user agents. This ensures your scraping activities mimic human browsing behavior.
Pro Tip: Pair your Amazon scraper tool with proxy services or VPNs to maintain anonymity and ensure uninterrupted data collection.
Practice #4 Set Smart Scraping Intervals
Rapid or frequent scraping can overload Amazon’s servers and trigger anti-bot mechanisms. To prevent this, scrape data at reasonable intervals.
Pro Tip: If possible, as it is in ScrapeLead, use the scheduler feature to scrape during off-peak hours to minimize the chance of detection.
Practice #5 Validate and Organize Extracted Data
Scraped data may sometimes include errors or duplicates. Have the extracted information validated for accuracy and relevance on a regular basis.
ALSO use tools that will allow easy export to CSV or Excel for better organization and analysis.
Pro Tip: Writing custom scripts or using inbuilt filters in tools like ScrapeLead automatically eliminate duplicate entries or even unrelated entries.
Conclusion
That’s a wrap on the 5 Free Tools to Scrape Amazon Product Data Without Coding for 2025.
So Whether you’re new to data scraping or a seasoned pro, these tools offer a range of solutions specifically to your needs.
But among them all, ScrapeLead stands out as the go to Amazon scraper tool thanks to its top-notch features, beginner-friendly interface, and unbeatable free access.
FAQ
Absolutely! ScrapeLead is perfect for beginners thanks to its simple interface, powerful data extraction features, and zero cost.
Yes, most free tools like ScrapeLead are reliable for small to medium-scale projects. However, they may require subscription for advanced features for over the top results.
It depends. Always scrape publicly available data and respect Amazon’s terms of service to avoid violations or legal issues.
You can extract data like product names, prices, reviews, ratings, ASINs, stock availability, and seller details with a good Amazon product scraper like ScrapeLead.
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