Best Proxy for Scraping Amazon Safely and Effectively 2026
Amazon is one of the most protected websites on the internet.
The security systems of Amazon are specifically designed to detect and block bots. The moment it suspects you’re scraping data (what is scraping data? It means using a tool / proxy to extract data from a website and save it in a spreadsheet) like product details or price trends instead of browsing like a normal user, it blocks your IP.
That’s where proxies come in! It’s like your secret weapon for web scraping.
A proxy acts like a middleman between you and Amazon. Instead of sending requests directly from your own IP address, proxies send them on your behalf (from many different IPs across the world). This makes your scraping activity look like it’s coming from multiple real users rather than one automated system.
Imagine visiting the same store 100 times in an hour to write down all the prices. The store staff would definitely stop you. But if you sent 100 different people to the same store, each taking a small note, no one would get suspicious. That’s exactly how proxies work for scraping.
In this guide, we’ll talk about what you need to know about scraping Amazon the smart way. You’ll learn how proxies can solve those problems, what types of proxies work best and how to set them up step by step.
So, let’s dive in!
Why Do You Need a Proxy for Scraping Amazon?
Scraping data from Amazon is really difficult! It has strict anti-bot systems such as IP tracking, behavior monitoring and more things like these. If you send too many requests from the same IP address too quickly, Amazon will flag it as suspicious activity and block you immediately.
This is where you need a Proxy.
- To Avoid IP Bans and Blocks: Amazon quickly blocks IPs that send too many requests in a short time. Proxies let you rotate between multiple IPs, keeping your scraper safe and undetected.
- To Bypass CAPTCHAs and Bot Detection: Without proxies, Amazon’s anti-bot systems show endless CAPTCHAs and access denials. Using proxies helps your scraper appear more like a real human user.
- To Access Geo-Restricted Data: Product prices and availability can vary from region to region. Proxies from different countries let you extract location-specific Amazon data that isn’t visible in your area.
- To Scale Your Scraping Efficiently: When you need to collect massive amounts of data, a single IP won’t cut it. Proxies distribute your requests smoothly, allowing large-scale scraping without raising red flags.
If you want to see prices from Amazon US and UK, proxies from those countries make it possible. Plus, with proxies, you can send thousands of requests simultaneously without raising red flags. In a nutshell, we can say that proxies help you avoid bans and it also lets you access geo-restricted content.
How to Choose the Right Proxy?
Now, before you buy proxies, it’s important to understand what actually makes one proxy better than another, especially when you’re dealing with a website as strict as Amazon. Choosing the right option can make your scraping fast and nearly undetectable.
Let’s learn what you should look for when picking a proxy setup for Amazon scraping:
- Speed and Performance: Amazon pages are heavy and scraping means sending thousands of requests in a short time. If your proxies are slow, you’ll face timeouts or missing data. Check for high-speed proxies as it ensures that your scraper runs efficiently and captures everything you need before the connection drops.
- Anonymity Level: It determines how human your connection looks to Amazon. The more anonymous your proxy is, the harder it is for Amazon to trace your real IP. Look for proxies that provide high or elite anonymity, which hide your IP and also hides any signs that you’re using a proxy in the first place.
- Reliability and Uptime: There’s nothing worse than running a scraper and seeing that half your proxies went offline. A good proxy service should at least have 99% uptime. Reliable proxies also help maintain regular connections, especially for long scraping sessions or when you need continuous data collection.
- Rotation Frequency: The rotation frequency means how quickly your IP changes. This feature automatically assigns a new IP for every request. This keeps your activity looking organic and prevents Amazon from catching it. There are also static proxies that use the same IP for all requests, which might be OK for small projects but really risky for large-scale scraping.
- Location Variety: Amazon’s prices and even search results can vary by country or region. If you want to scrape data from different marketplaces, let’s say Amazon US, UK, or India, you’ll need proxies from those locations. The more geo-diverse your proxy pool, the more flexibility you’ll have in collecting data.
- Security and Privacy: Always go for a provider that doesn’t log your activity and uses HTTPS or SOCKS5 protocols for secure communication. Free proxies are really risky because they may log your activity or even show ads, whereas paid proxies protect your identity and data while keeping your scraping traffic encrypted.
- Scalability and Pricing: Your proxy requirements might grow over time as your scraping project expands. Choose a provider that allows easy scaling, so you can upgrade your proxy pool, add more IPs or increase rotation limits without rebuilding your setup from scratch. Pricing should also be transparent, with no hidden fees for bandwidth.
- Avoid Free Proxies at All Costs: You might like to grab free proxies you find online, but that’s a bad idea. They’re shared by hundreds of users, meaning they’re slow, often blacklisted and completely unreliable. Some even monitor your activity or insert malicious scripts. Investing in paid proxies ensures you get dedicated IPs and stable performance.
- Compatibility With Your Tools: Lastly, make sure your proxy service works well with the tools you plan to use, be it Python, Selenium or a cloud-based scraper. Some providers even offer pre-configured endpoints for specific languages and frameworks, which can save you hours of setup time.
When you combine all these factors like speed, reliability, anonymity and smart rotation, you get a proxy setup that can handle Amazon’s strict defenses easily.
Best Types of Proxies for Scraping Amazon
Not all proxies are built the same way. When it comes to scraping Amazon, choosing the right type can make all the difference. Let’s break them down:
Datacenter Proxies
These are the cheapest and fastest type of proxies because they directly come from data centers rather than real devices. But they’re the easiest for Amazon to detect. If one IP gets banned, sometimes the entire range of IPs goes down too.
Residential Proxies
These proxies are the best for Amazon scraping. Residential proxies come from real user devices, like home Wi-Fi connections, making them look completely legitimate. Since Amazon sees them as real users, they’re much harder to detect or ban.
Mobile Proxies
Mobile proxies route traffic through actual mobile networks, giving you IPs from real smartphones. They provide high anonymity but are also very expensive. They’re best for extremely sensitive scraping operations, like in Amazon, where stealth is important.
For most web scrapers (SEO analysts or market researchers), rotating residential proxies offer the best balance of reliability and anonymity. The constant rotation keeps your activity fresh and undetectable.
How to Set Up a Proxy for Amazon Scraping?
See! This process is really very easy! Setting up your proxies might sound difficult and a bit technical, but it’s actually pretty simple once you know the basics. Here’s how you can do it:
- Choose a reliable proxy provider first.
Pick a trusted service like Decodo >> Purchase a proxy plan that completely fits your scraping volume and target locations.
- Get your proxy related details.
After signing up, log in to your provider’s dashboard >> You’ll find details like your proxy IP, port, username and password.
- Use the Python Code Example
If you’re coding in Python, select Python from the language options. You’ll see a ready-made code example (that we’ve shown below) telling how to use your proxy with the Requests library >> Just simply copy and paste it into your script.
- Set Up Proxies in Your Browser
Now, this is an optional step >> If you’re scraping through a browser or using tools like Puppeteer or Selenium, you can add proxies through Browser extensions for Chrome or Firefox (Decodo offers free ones) or Launch arguments when starting your automated browser.
Avoid Getting Blocked
Change (rotate) your user agents regularly >> add delays between actions >> Use a headless browser to act like a real user >> Clear cookies and cache >> Simulate real behavior such as scrolling and clicking
- Test and Monitor Your Scraper
Always start by scraping a small amount of data. Check for errors and completeness before scaling up.
- Use a Scraping API (From Decodo)
For an even smoother experience, try Decodo’s Amazon Scraper API. It automatically handles proxy rotation and CAPTCHAs, giving you clean, structured data faster.
Common Challenges & How to Overcome Them
Even with proxies, there are times when it’s really challenging when scraping data from Amazon. Here are a few common issues and how to tackle them:
- CAPTCHAs: These pop up when Amazon suspects bot activity. You can solve them manually, but it’s better to use APIs like Anti-Captcha.
- IP Bans: This happens when too many requests come from the same IP. Use rotating proxies and slow down your scraping speed to stay under the radar.
- Bot Detection: Amazon can detect scrapers based on identical user agents or predictable patterns. Always rotate user agents and make your scraper act like a human (scroll & click around)
- Rate Limiting: Amazon restricts the number of requests within a certain timeframe. If you exceed that limit, your requests will start failing. What’s the solution then? You can set time delays between requests and spread out your scraping sessions as well.
- Data Inconsistency: Amazon frequently updates its product listings and page structure. This means your scraper can break overnight if it relies on outdated HTML tags. Regularly monitor your scraping results to detect when your scraper starts missing fields.
- Session & Cookie Handling: Amazon sometimes uses session-based tracking to detect suspicious activity. If your scraper doesn’t manage cookies properly, it might get flagged faster. Use session management to store and reuse cookies.
- Large-Scale Data Handling: When scraping thousands of product pages, managing and storing that much data efficiently can become tricky. Make sure to use a database or cloud storage solution like MongoDB.
Remember, patience and randomization are your best friends when scraping Amazon successfully.
Alternatives to Scraping Amazon
There are more ways to get Amazon data other than scraping. If you want an easier or more official route, consider these alternatives:
- Amazon Product Advertising API
This official API provides access to structured product data and other info like reviews. It’s reliable but it is limited, means you need approval and can only make a certain number of requests.
- Third-party tools
You can use other tools like Keepa to track Amazon prices and trends automatically. It offers ready-made dashboards and APIs that you can integrate without worrying about scraping or proxies.
- Data Aggregator APIs
Some companies, like Apify, offer APIs that aggregate data from Amazon and other e-commerce sites. These platforms handle the scraping, proxy rotation, and CAPTCHA solving, delivering clean, structured data via their API.
- Amazon Seller Central Reports
If you’re a registered Amazon seller, you already have access to detailed reports directly through your Seller Central dashboard. These include data on sales performance, inventory, pricing, latest trends and customer behavior.
If your main goal is market analysis or price monitoring, these alternatives can save you time and effort, while keeping your data collection completely compliant and hassle-free.
Conclusion
Scraping Amazon may seem difficult at first! Amazon’s tight security systems, and aggressive IP blocking is really risky when scraping data. What you’ve learnt is that you can combine rotating residential proxies, smart request handling and realistic browsing behavior that mimics genuine user activity to scrap Amazon. This prevents detection and also ensures long-term scraping stability.
Please avoid free proxies, as they often lead to blocked requests and inconsistent results. Instead, invest in premium, high-quality proxies and combine them with effective techniques like session management and human-like delays.
When done properly, you can easily monitor competitor pricing, track product availability, analyze customer reviews and uncover valuable market insights in real time.
After scraping, what can one do with the data? This data can then widely be used by eCommerce businesses and marketers to make smarter, data-driven decisions.
