Key takeaways:
- Proxy pools provide access to thousands or millions of IPs, making large-scale web scraping, AI training, and market research possible without relying on a single address.
- The quality of a proxy pool depends on factors like IP reputation, rotation flexibility, subnet diversity, and geographic coverage - not just its size.
- Choosing the right proxy pool type (residential, datacenter, ISP, or mobile) has a bigger impact on performance and success rates than simply having more IPs available.
For web scraping, ad verification, or price comparison, a few proxy servers are not enough. You'll need a proxy pool that can rotate IPs to bypass restrictions. A well-maintained proxy pool adds new servers with the best IP reputation and removes underperforming proxies to ensure quality.
There are several types of proxy pools suited for different tasks. In this guide, we'll explain their features and when to choose each one.
What is a proxy pool?
A proxy pool is a collection of thousands or even millions of proxy servers. It provides users with a large number of IP addresses to scale their operations. For example, large-scale web scraping operations use hundreds of IPs to send simultaneous requests, making workflows faster and increasing success rates.
Imagine a proxy server as a single planet, so our solar system would have eight. A proxy pool is like the whole Milky Way galaxy, so it can be extraordinarily large with tens of millions of proxy servers.
Typically, proxy service providers offer access to proxy pools of a single type, like mobile or residential proxies. But there can also be mixed proxy pools. Depending on the setup, your scraper may first try cheaper residential proxies and, if websites block them, switch to mobile.
The same applies to proxy servers in different countries to gather regionally restricted data.
How does a proxy pool work
A proxy pool has one entry point per user, called a gateway server or an entry node. Instead of connecting to a single proxy with a dedicated, unchanging IP address, it connects to this one gateway server that then processes requests.
From there, it distributes requests among proxy servers in the existing pool. It can connect to one proxy after another, or distribute requests across multiple servers which then forward them to the target destination.
Tor (The Onion Router) browser is a fitting example. Whenever you use it for browsing the web, it processes requests through three nodes, which can be considered a specific type of proxy server. The entry node accepts your requests and sends them to the middle node, which then forwards them to the exit node and the target destination.
That is very similar to how proxy pools work. But Tor is primarily used for private browsing, while proxy pools are usually business tools. In this case, there is a single hop from the entry node to the proxy server and then to the destination. That makes proxy pools faster, especially given the internet’s overall speed of development.
Proxy pool vs single proxy
The biggest difference between a proxy pool and a single proxy is that the latter provides you with only a single IP address. Meanwhile, proxy pools give access to millions of IPs. These pools also use IP rotation, while a single proxy server has a static IP address.
That also determines their use cases. A dedicated proxy server is used for social media management or to bypass geographical restrictions to access regionally locked content, like streaming Netflix. In these cases, IP rotation increases the risks of detection and bans.
A proxy pool is required for large-scale operations, like web scraping and Large Language Model training. Even if one IP address is blocked, your script or application can connect to another to continue the task. Web scraping proxy pools can get very large, depending on the amount of data you require.
This is also not a better or worse comparison. These are different use cases for proxy servers that excel in their own fields.
Types of proxy pools
Proxy pools are categorized into six types. Below, we compare them side by side by proxy pool size, speed, IP address reputation, and price.
Residential
Largest
Medium to high
High
Per GB used, medium to high
Datacenter
Medium to large
Highest
Low
Per IP or bandwidth, very low
ISP
Smallest
Highest
High
Typically per IP, medium
Mobile
Small
Slow to medium
Highest
Per GB used, high
Shared
You share servers with other users
Depends on user activity
Risk of IP bans
Lowest
Dedicated
All servers are reserved for a single user
Bandwidth is only available to you
Typically high
Medium to high
How proxy rotation works
IP rotation is one of the crucial features of a proxy pool. Although it can be highly customizable, many proxy service providers offer automatic IP rotation.
The gateway server manages proxy rotation. You connect to the gateway, and then it distributes your requests among the proxy servers. Regarding web scraping, it can assign a unique IP address to each HTTP request.
It helps bypass rate limiting, as residential proxies mimic genuine website visitors. For the website, it looks like several users are browsing, as long as you take care of additional obfuscation, like assigning separate browser profiles to each proxy server.
The gateway server can use several IP rotation intervals, listed below.
Rotating sessions
Rotating sessions keep the same IP address until certain conditions are met. For example, after completing a task, it may switch to a different proxy server. Or it can switch servers if the IP is blocked or the connection is too slow.
Random rotation
The gateway simply picks a random proxy to forward requests to for each connection. There are no specific rules. If you are scraping websites without strong anti-bot protection, web scraping proxy pools with random rotation are an easy and fast solution.
Timed rotation
In this case, your IP address will change at the requested time intervals. At MarsProxies, we offer rotating residential proxies with customizable timed rotation. You can change your IP address in intervals from 1 second to 7 days, and we are one of the few proxy providers that offer non-expiring residential bandwidth.
Request-based rotation
This method assigns a new IP address from the proxy pool to each HTTP request. If you're scraping challenging websites, like e-commerce platforms, you should opt for request-based rotation. Keep in mind that proxy quality is essential, as platforms like Amazon or Walmart have scraper protection that easily detects datacenter proxies.
Why proxy pools matter for web scraping
In most cases, web scraping is barely possible without a larger proxy pool. Unless you are scraping data that's freely shared with everyone, such as government research and statistics sites, you will need more IP addresses. Here's why.
Preventing IP bans
If you scrape protected websites from a single IP address, you will likely get banned. Many websites limit access to information for scrapers, even if it's public data, like commodity prices. If you distribute your web scraping requests across the proxy pool, restricting access to information becomes challenging.
Scaling requests
A large proxy pool is also essential for scaling. One proxy server can handle multiple requests at once, but workflows such as AI training greatly benefit from unlimited session concurrency. With dozens of IP addresses at your disposal, you can significantly speed up your operations.
Geo-targeting
Due to copyright and international data protection laws, some information is only available in specific regions. If you need to scrape, for example, foreign review sites that aren't available in your country, proxies are the best tool. Your scraper can simply connect to your desired country, and websites will display information as locals would see.
Avoiding rate limits
Websites limit how many requests a single IP address can make, which is a part of anti-bot protection. IP address rotation ensures that your scraper is not mistaken for a malicious bot. The gateway server distributes scraping requests across multiple proxies, but you should also respect the website's rules so as not to slow it down.
Proxy pool quality factors
If you're ready to start using proxy pools from proxy providers, here's what you should consider before the most suitable service for your needs.
IP reputation
IP reputation determines whether you'll be granted open access to data or get flooded with CAPTCHA challenges. Pick a provider that continuously updates its proxy pools with fresh servers. Also, some provide free proxy testers to test proxy quality before deploying.
Rotation frequency
Verify IP rotation flexibility. We have listed four rotation methods, each with its use cases. Evaluate your scraping demands and pick a provider that offers suitable options.
Subnet diversity
It's best if the IP ranges span across many separate subnets. If you use hundreds of IPs from the same subnet, they can all get banned using wildcard rules. Proxy services should use IPs from numerous different internet service providers.
ASN diversity
Similarly, ASN diversity makes your proxy pool look authentic. You should have access to proxies from the most popular internet service providers, like Comcast, Verizon, BT, and many others. This way, your separate browser profiles will look more organic.
Geographic coverage
For global operations, geographical coverage is essential. The proxy pool should encompass hundreds of locations worldwide. Most importantly, it should have servers in the countries where you plan to connect.
Uptime and stability
These are essential proxy metrics. A high uptime ensures you can connect to proxies at all times, and stability guarantees an uninterrupted connection until the task is complete.
Detection rates
The best proxies have very low detection rates. Whether you're scraping or streaming, it ensures you won't get blocked by Netflix or get general connection error codes.
Common proxy pool use cases
So, where are proxy pools most widely used? Here are four popular scenarios.
Web scraping
In most cases, all large-scale web scraping projects require a proxy pool with hundreds of IP addresses. It lets users target specific geographical locations, avoid strict rate-limiting rules, and avoid IP bans.
Keep in mind that the development of AI technologies has increased proxy service demands. Businesses that train their own language models require enormous amounts of data, and that's what web scraping proxy pools excel at.
SEO monitoring
Search engines display information based on the user's geographical location. SEO tools use IP addresses from different countries to get genuinely localized keywords. A proxy pool with servers in dozens of countries helps businesses expand worldwide using accurate and verifiable data.
Price tracking
Prices on e-commerce platforms change very frequently. If you want to monitor prices of hundreds of thousands of products, doing so manually is not an option. A proxy pool ensures you can scrape e-commerce platforms consistently and keep relevant pricing data updated at all times.
Sneaker bots
Some online shoppers turn to sneaker bots to cop the latest releases that usually sell out within minutes. Since some sales are limited per user, they use proxies to place multiple orders that look like coming from genuinely different accounts.
Common problems with proxy pools
Before concluding, let's take a look at the most common proxy pool problems you may encounter.
Burned IPs
Proxy pools that don't regularly update the IP addresses may have a lot of low-reputation IPs. Each IP address that's used for scraping loses its reputation rating over time, so it's essential to replace it. It is a common problem among free public IP pools.
Low pool diversity
Mobile proxies excel at scraping the most challenging sources, but datacenter proxies are much more affordable. A proxy pool with multiple proxy types ensures you have the right one available.
Shared IP abuse
This is a common issue for shared proxy pools. If another user is misusing a proxy server, its IP reputation drops, and all other users are affected.
Slow rotation
Tasks like price comparison are time-sensitive. If your IP address rotation is too slow, you may get outdated information, which is risky to use.
Connection failures
Datacenter proxies are easy to identify, which often results in connection failures. Use a high-anonymity proxy when undetectability is essential and make sure your proxy credentials are correct.
Blacklisted subnets
Low-quality or free proxy providers may offer proxy pools with entire blacklisted subnets. They do not replace blocked proxies to maintain the illusion of a large proxy pool, but they are barely usable.
Final words
Proxy pools are valuable business tools, especially regarding large-scale information gathering. Web scraping, AI training, and market research all require a network of proxy servers. It is also essential to choose the correct proxy type, as datacenter, residential, and mobile proxies have meaningful differences.
And if you have more questions, drop our support team a message on join our Discord server for an answer.
FAQ
How many IPs should a proxy pool have?
That depends on your requirements. Small projects may use a limited number of datacenter proxies. Meanwhile, large business projects may require thousands of proxy servers.
What is the difference between a proxy pool and rotating proxies?
A proxy pool is the entire infrastructure of a specific proxy server network. Meanwhile, proxy rotation is a feature that this infrastructure supports.
Can proxy pools bypass CAPTCHA?
Yes, proxy pools excel at bypassing CAPTCHA. Even if one IP is flagged and receives many CAPTCHA challenges, the gateway server may select a different proxy to bypass this issue.
Are free proxy pools safe?
No. In most cases, using free proxy pools is not recommended. They may not have sufficient cybersecurity features or may even be established by data mining companies to collect user data.