If you‘re looking to anonymously browse the web, collect data at scale, or manage multiple online accounts, you‘ve likely come across residential proxies. This special type of proxy server offers unique advantages over other anonymity tools. In this ultimate guide, we‘ll dive deep into what residential proxies are, how they work, their benefits and drawbacks, as well as the top providers in 2023.
What Are Residential Proxies?
A residential proxy is an intermediary that uses an IP address provided by an Internet Service Provider (ISP), not a data center. Each residential IP address is a real device, be it a desktop, laptop, or smartphone, that belongs to an actual user. When you connect to the internet via a residential proxy, the traffic gets routed through one of these devices first, making it appear as if it‘s coming from there.
This is very different from datacenter proxies which come from powerful servers in data centers. While datacenter IPs are easier and cheaper to create en masse, many websites can detect and block them. Residential proxies, on the other hand, are much harder to identify as they look like regular users.
The demand for residential proxies has exploded in recent years as companies seek to gather intelligence and automate online tasks. According to a report by Emergence Research, the global web scraping services market alone is expected to reach $3.53 billion by 2027, growing at a CAGR of 12.3% ^1^. Residential proxy services make up a significant portion of this.
How Are Residential Proxy Networks Built?
Building a residential proxy network is no simple task. Acquiring real users‘ IP addresses requires either direct partnerships with ISPs or getting people to willingly share their internet connection. Let‘s look at the most common methods:
Sourcing via Desktop Apps and Mobile SDKs
Some proxy providers partner with popular free desktop apps and mobile apps, embedding their code via SDKs. In exchange for free usage of the app, users agree to share a portion of their internet bandwidth and have their IP address used as a residential proxy. This is how providers like Bright Data (formerly Luminati) and Oxylabs built their immense networks spanning tens of millions of IPs.
"Our SDKs are in over 10,000 applications used by 250 million devices globally. But we don‘t just focus on quantity. A lot of work goes into vetting each app for quality and ensuring user consent," said Or Lenchner, CEO of Bright Data ^2^.
The downside is that not all users are aware their device is being used this way. While reputable proxy providers are transparent about it, some obscure it in the app‘s terms of service that few people read. There are also bad actors who acquire residential IPs via malware-infected computers, turning them into a botnet. This is highly unethical and dangerous.
Direct Peer-to-Peer Sharing
A more transparent way is when people knowingly share their internet connection in exchange for payment or other incentives. For example, PacketStream pays users for the amount of traffic that goes through their device. Others like IPRoyal and HydraProxy use a credits system where sharing your connection earns credits that you can redeem for access to their residential proxy network.
ISP Partnerships
The most ethical method is to make official partnerships with internet service providers. They lease out their IP addresses which are registered under real users. However, only a handful of proxy providers do this as it‘s extremely difficult to negotiate such contracts. One example is NetNut which has partnerships with over 1,000 ISPs ^3^.
How Residential Proxies Work
Now that we know where residential IPs come from, let‘s explore how they actually handle your connection requests. The most common way to access residential proxies is through backconnect gateway servers:

- You send a connection request to the gateway server with the domain you want to access (e.g. google.com).
- The gateway checks your authorization, target domain, and any rotation rules.
- It selects an available residential IP from the proxy pool that matches your targeting criteria.
- The gateway forwards your request through the selected residential IP.
- The destination server receives the request and sends the response back to the gateway.
- Finally, the gateway relays the response data back to you.
This all happens seamlessly without exposing your real IP address. The website just sees the residential proxy and has no indication you‘re using an intermediary. Backconnect gateways also automatically handle IP rotation, authentication, and location targeting so you don‘t have to manage any of that yourself.
The Advantages of Residential Proxies
Residential proxies offer several key advantages over datacenter proxies and VPNs:
1. Very Hard to Detect and Block
The primary advantage of residential proxies is how hard they are to identify. Since each IP comes from a real user device, they are virtually indistinguishable from regular traffic. Websites have a very difficult time detecting them, let alone blocking them.
In contrast, datacenter IPs usually come from known cloud hosting providers like Amazon and are easier to flag as proxies or VPNs. Many sites, like search engines and social media platforms, are quick to ban datacenter IPs if they exhibit unusual traffic patterns.
2. Diverse Locations
Residential proxy pools encompass IPs from countries and cities all over the world. You can find even find proxies at the ISP and ASN level. This opens up very precise location targeting options that datacenter proxies can‘t match.
| Provider | Countries | Cities |
|---|---|---|
| Bright Data | 195+ | 1000+ |
| IPRoyal | 180+ | 150+ |
| Proxy-Seller | 100+ | 1000+ |
| SOAX | 180+ | 100+ |
| Smartproxy | 170+ | 60+ |
| Proxy-Cheap | 150+ | 400+ |
| HydraProxy | 120+ | N/A |
3. Flexible Rotation
The best residential proxy services allow you to set custom IP rotation intervals, be it every request or every few minutes. Coupled with their large networks spanning millions of IPs, this makes them ideal for high-volume jobs like web scraping or account management.
4. Better Performance
Residential proxies often have faster connection speeds and lower latency than datacenter proxies. This is because residential IPs are more likely to be close to the target server geographically. They are also less likely to be throttled or blocked by websites.
"We‘ve seen success rates increase by up to 30% when clients switch from datacenter to residential IPs for their web scraping projects. The performance gains are even more pronounced for demanding targets like search engines and e-commerce sites," noted Joe Sinkwitz, CTO of ScrapingBee ^4^.
However, residential proxies also have their drawbacks:
- They are much more expensive than datacenter proxies due to the costs of obtaining real users‘ IPs. Residential proxies typically cost $12-25 per GB, while datacenter IPs can be as low as $1 per IP.
- IP availability is inconsistent as devices go on and offline often, especially mobile IPs.
- Proxy providers have limited control and insight into the devices so performance is less reliable.
- Ethical sourcing is an issue with some providers using unscrupulous or underhanded tactics to obtain IPs.
What Are Residential Proxies Used For?
Despite some shortcomings, the unique advantages of residential proxy servers make them invaluable for certain use cases:
Web Scraping
Extracting data from websites that are protected by anti-bot solutions. E-commerce price monitoring, brand protection, SEO monitoring, and market research are popular scraping applications that rely on the stealth of residential IPs.
"Residential proxies have been a game changer for web scraping. Previously, most large scale scraping was done from data centers which made it easy for websites to detect and block. With millions of rotating residential IPs, we can collect data much more reliably," said Bernardas Gumauskas, CEO of ProxyCrawl ^5^.
Ad Verification
Ensuring that online advertisements appear in the intended locations and to the right audiences. Residential proxies allow for accurate localized testing and prevent cloaking by fraudulent publishers.
Multiple Account Management
Handling many social media accounts, posting listings to classified sites, or collecting rewards from different IPs. Residential proxies enable creating and managing accounts at scale without getting blocked.
Sneaker and Limited Edition Drops
Quickly buying limited edition products that sell out fast, like special release sneakers or concert tickets. Advanced bots powered by residential proxies give resellers an edge.
Travel Fare Aggregation
Collecting pricing data from airline and travel booking sites which are notorious for blocking competitor scrapers to prevent price matching. The undetectability of residential IPs is crucial.
Top Residential Proxy Providers in 2023
With the growing demand for residential IP addresses, many proxy services have emerged. However, not all are created equal in terms of network size, performance, features, and pricing. Based on our own performance tests and experience, here are the top residential proxy providers in 2023:
- Bright Data – With over 72 million residential IPs, Bright Data has the largest and most established network. They are pricey but offer the best location targeting, flexible rotation, and customer support. Recommended for enterprise clients.
- IPRoyal – A rising star in the proxy industry that offers high performing residential proxies at competitive prices. Their network spans over 8 million IPs and 180 countries. A great choice for most use cases.
- Proxy-Seller – One of the few providers with ethically-sourced residential proxies via their custom-built apps and SDKs. They own their entire 5M+ IP infrastructure which ensures great performance.
- SOAX – An established name with over 8 million rotating residential proxies across 180+ countries. Their user-friendly dashboard and extensive API are great for both individuals and enterprises.
- Smartproxy – A solid choice for those on a budget, Smartproxy offers reliable residential proxies from over 170 countries at a fraction of the price of other providers. Speeds may be slower during peak times.
- Proxy-Cheap – Don‘t let the name fool you, Proxy-Cheap offers quality residential proxies with location targeting down to the city level. Unlimited bandwidth and threads make them ideal for large jobs.
- HydraProxy – A peer-to-peer proxy network where users share and earn credits for bandwidth. This keeps costs low without sacrificing performance. Good for small scale scraping and management.
Before committing to any provider, be sure to test their proxies with your specific use case. Most offer free trials or money-back guarantees.
How to Use Residential Proxies in Python
Implementing residential proxies in your Python scraping scripts is fairly straightforward. Most providers give you the option to whitelist your IP address for authentication. Then you just need to pass the proxy details to your HTTP client.
Here‘s an example using the requests library:
import requests
url = ‘https://api.ipify.org?format=json‘
proxy_url = ‘http://username:[email protected]:7777‘
try:
response = requests.get(url, proxies={‘http‘: proxy_url, ‘https‘: proxy_url})
print(response.json())
except requests.exceptions.RequestException as err:
print(err)
This will send a request to the ipify API which returns your public IP address. If everything is working correctly, you should see the residential proxy IP in the response.
You can also set the proxies parameter globally for all requests:
import requests
url = ‘https://api.ipify.org?format=json‘
proxy_url = ‘http://username:[email protected]:7777‘
requests.proxies = {‘http‘: proxy_url, ‘https‘: proxy_url}
try:
response = requests.get(url)
print(response.json())
except requests.exceptions.RequestException as err:
print(err)
For web scraping at scale, you‘ll likely want to use a dedicated tool like ScrapeOps or Crawlera that can handle proxy rotation, retries, and CAPTCHAs out of the box. But for simpler tasks, using residential proxies directly in Python works just fine.
The Future of Residential Proxies
As websites get better at detecting and blocking bots, the demand for residential proxies will only increase. We expect to see continued consolidation in the industry as larger players acquire smaller networks to expand their IP pools.
There will also be more focus on ethical sourcing and user consent as regulators start to crack down on illicit IP harvesting practices. Residential proxy providers will need to be transparent about how they obtain IPs and compensate users fairly.
On the technology front, AI and machine learning will play a bigger role in optimizing residential proxy networks. Providers will use advanced algorithms to intelligently route traffic, detect and avoid bad IPs, and adapt to the changing web scraping landscape.
"I believe machine learning is the key to taking residential proxies to the next level. By analyzing traffic patterns and user behavior, we can provide better performing IPs and proactively mitigate blocks. It‘s an exciting time to be in the proxy space," said Lenchner ^6^.
Final Thoughts
Residential proxies are a powerful tool for anonymity and data access in an increasingly restrictive internet. While they have some drawbacks in terms of cost and ethical sourcing, their ability to avoid blocks and precisely target locations is unmatched.
As the web continues to evolve, so will the proxy services we rely on to gather intelligence and automate tasks. Residential proxies are here to stay and will only get better with advancements in AI and machine learning.
If you‘re serious about web scraping or managing multiple online accounts, investing in a good residential proxy service is a must. By carefully evaluating your needs and vetting providers, you can unlock a world of data and possibilities.

