Here is the ultimate guide to SERP Scraper APIs. Read on.

Search engine results pages (SERPs) are the mines for digital marketers to optimize their websites. Whether you’re monitoring competitors, tracking keyword positions, or feeding machine learning models, scraping SERP data has become essential for businesses, SEO specialists, data scientists, and developers.

But web scraping isn’t a walk in the park — especially when it comes to SERP scraping, where IP bans, CAPTCHA, location targeting, and data accuracy pose relentless challenges.

Enter the SERP Scraper API — a specialized solution designed to bypass these headaches and deliver clean, structured, real-time search engine data at scale.

In this comprehensive guide, we’ll explore what SERP Scraper APIs are, how they work, and why they are indispensable. We’ll also break down the top three industry leaders — Oxylabs, Webshare, and Decodo (formerly Smartproxy) — and what makes their offerings stand out in this evolving ecosystem.

What Is a SERP Scraper API?

A SERP Scraper API is a web-based service that allows users to automatically extract search engine results in real-time by making API calls.

These APIs bypass traditional scraping limitations like rate limits, CAPTCHAs, and dynamic rendering, offering reliable, scalable, and legal ways to collect SERP data across Google, Bing, Yahoo, Yandex, and more.

Core Features Typically Include:

• Real-time & scheduled scraping
• Location-specific results
• Device-type targeting (desktop/mobile)
• Structured JSON/HTML response
• CAPTCHA-solving & proxy rotation
• Support for organic, paid, map, news, image results

Whether you’re tracking hundreds of keywords or collecting millions of data points, a solid SERP Scraper API ensures that you can extract search data without friction.

Why SERP Scraping Matters More Than Ever?

In a digital world governed by visibility, SERP data is everything. Businesses and analysts rely on SERP insights for:

• SEO strategy: Monitor keyword performance, detect ranking drops, and analyze SERP features.
• Market intelligence: Track competitors’ ads, brand mentions, and product listings.
• Ad verification: Confirm the presence and accuracy of paid ads across different locations.
• Trend detection: Analyze news, featured snippets, and question boxes to tap into emerging search behavior.
• SERP volatility: Detect algorithm changes and measure volatility indices for informed decisions.

Challenges of SERP Scraping Without an API

Trying to manually scrape SERPs with DIY scripts and browser bots is a recipe for frustration:

• IP blocks & bans: Major search engines detect scraping behavior and block suspicious IPs.
• CAPTCHAs: Solving them at scale is inefficient and unreliable.
• Rate limits: Without sophisticated throttling, your tools are quickly shut down.
• Geo-targeting: Scraping localized results (e.g., New York vs. London) requires rotating residential or mobile IPs.
• Parsing complexity: Dynamic JavaScript content is tough to handle without headless browsers.

This is why enterprise-grade SERP Scraper APIs have become the tool of choice for serious data operations.

Top SERP Scraper API Providers – EDITOR’S CHOICE

Below, we examine three industry leaders that dominate the SERP API landscape with robust infrastructure, reliability, and scale: Decodo, Oxylabs, and Webshare.

🥇Decodo (formerly Smartproxy) – The Rebrand with Muscle

Decodo (formerly Smartproxy) is loved by 130K+ users around the globe for its ease of use, fast-responsive support, and high-quality solutions. With its fresh new identity, Decodo continues to offer one of the most dev-friendly and powerful SERP scraping API in the market. 

Key Features:

• Free AI Parser 
• Advanced geo-targeting 
• Built-in proxy management 
• Flexible output formats
• Ability to collect data from Google Search, Google Images, Shopping, and News tabs

Why Decodo Stands Out:

Decodo is a versatile choice that scales beautifully for both beginners and heavy-duty projects. Whether you’re scraping 100 or 1,000,000 SERPs, their Web Scraping API is built to scale together with your projects.

Additional Benefits:

• JavaScript rendering
• 100% success rate 
• Real-time and on-demand scraping tasks

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) is a powerful proxy service provider with advanced APIs, including its Amazon Scraping API...Show More

Decodo (formerly Smartproxy) is a powerful proxy service provider with advanced APIs, including its Amazon Scraping API, which delivers effortless, real-time access to accurate Amazon data at scale with zero blocks and zero maintenance. Show Less

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🥈Oxylabs SERP Scraper API – The Enterprise Titan

Oxylabs is widely recognized for its premium-grade infrastructure and enterprise-class data delivery. Their SERP Scraper API stands out due to its coverage, speed, and accuracy.

Key Features:

• ✅ Real-time scraping with a 100% success rate
• 🌐 Coverage for Google, Bing, Yandex, Baidu, and other regional engines
• 🎯 Geo-targeted SERPs — scrape by country, city, or even ZIP code
• 🔐 Captcha solver and proxy management built-in
• ⚙️ JSON & HTML support
• 📊 Batch keyword support

Why Choose Oxylabs?

Oxylabs is ideal for large-scale, mission-critical SERP monitoring. Their infrastructure is unmatched for volume, uptime, and global reach. It’s the go-to choice for enterprise SEO platforms, e-commerce brands, and financial analytics firms.

Developer Friendliness:

• Excellent documentation
• 24/7 customer support
• SDKs available for Python, Node.js, etc.

Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

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🥉 Webshare SERP API – The Smart Cost-Effective Contender

Webshare strikes a powerful balance between affordability and performance. Known for its generous free plans and robust proxy network, it offers a clean and reliable SERP scraping experience tailored to startups, agencies, and mid-size businesses.

Key Features:

• ✅ Fast SERP scraping with automatic retries
• 🌎 Worldwide geo-targeting
• 🔁 Proxy rotation and user-agent management
• 🛡️ CAPTCHA bypass
• 🧩 Supports organic, news, map packs, and ads data

What Makes Webshare Different?

• Affordable pricing tiers – Webshare’s transparent pricing makes it accessible to startups
• No learning curve – API is easy to implement with quick start guides
• Free credits to test – Generous free tier for trial and evaluation

Best Use Cases:

• Keyword tracking for SEO agencies
• Local SEO audits and competitive research
• PPC ad monitoring for clients

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

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Comparison Table: Oxylabs vs. Webshare vs. Decodo

Other Top SERP Scraper API Providers

1. SERPMaster

SERPMaster is a specialized tool built purely for scraping search engines. It offers a Google-only SERP API optimized for high-scale operations with minimal latency. Unlike more generalized scraping tools, SERPMaster’s core focus is delivering real-time organic search results, paid ads, and SERP features like featured snippets, people also ask boxes, and more.

It supports parameters for country, device type (desktop/mobile), language, and location. One of its major selling points is its simplicity — no overcomplication, just straightforward SERP data. It’s ideal for users who need to perform deep keyword tracking, run SEO software, or generate large volumes of search analytics.

With a robust infrastructure and automatic CAPTCHA-solving, SERPMaster helps digital marketers bypass traditional scraping headaches. Their flexible pricing model and solid documentation make it a great alternative for users who want to focus purely on Google SERP data without dealing with a more complex API stack.

2. SERPAPI

SERPAPI is one of the most well-known SERP scraping tools on the market. It supports a wide range of search engines, including Google, Bing, Yahoo, DuckDuckGo, Baidu, and even platforms like YouTube, Walmart, and eBay. It’s an excellent option for users who want a single API to handle all types of search result extraction.

SERPAPI goes beyond just delivering HTML or raw search data — it structures the response into clean, categorized JSON. For example, you can retrieve separate blocks for ads, knowledge graphs, FAQs, images, news, maps, and more. This structured approach is useful for developers and businesses integrating SERP insights into dashboards or analytics tools.

Its high concurrency, real-time speed, and generous free plan make it popular among startups and indie developers. SERPAPI also has official client libraries for Python, Node.js, and Ruby, reducing integration time. The platform’s vibrant documentation and community support give it extra points.

3. Apify

Apify is a broader web scraping platform that also offers a dedicated Google SERP Scraper Actor. While Apify isn’t purely a SERP API vendor, its flexibility makes it a great choice for technical teams who want custom workflows. You can configure Apify’s scraping actors to extract organic results, ads, people-also-ask sections, or anything on the SERP with precise targeting.

What sets Apify apart is its workflow automation, integration with headless browsers like Puppeteer and Playwright, and cloud-based processing. You can scrape SERP data and immediately feed it into crawlers, Google Sheets, or your own API endpoints.

Apify also provides serverless deployment and auto-scaling, making it a strong fit for users who want more than just keyword rank data. You can build your own “SERP workflows” and chain them with other APIs and integrations. It’s powerful, but may have a steeper learning curve for non-technical users.

4. Bright Data (formerly Luminati)

Bright Data is a premium proxy and data collection platform offering enterprise-grade solutions. Its SERP API is deeply integrated with its global residential, mobile, and datacenter proxy pool, which gives it unmatched flexibility for scraping across countries, regions, and devices.

Bright Data offers both synchronous and asynchronous API models, and it provides complete DOM rendering and browser emulation, which is ideal for dynamic SERPs and localized results. You can access organic listings, top stories, shopping results, and local map packs with pinpoint accuracy.

Although Bright Data is often pricier than competitors, it’s an ideal solution for large-scale data extraction projects requiring compliance, stability, and volume. Their legal framework is strict — ensuring ethical scraping — and their compliance-first approach gives enterprise customers peace of mind.

Their platform is rich in features, but you’ll need some technical skills or onboarding support to get the most out of it.

5. DataForSEO

DataForSEO is a data infrastructure provider offering rich APIs for keyword research, SERP data, rank tracking, and backlink profiles. Their SERP API is part of a larger suite that integrates with SEO, SEM, and PPC analysis tools.

It supports scraping across search engines like Google, Bing, Yahoo, and Yandex, and provides granular control over request parameters, including country, city, language, and device. You can extract data for organic listings, paid results, featured snippets, and SERP features such as “People Also Ask” or local packs.

One advantage of DataForSEO is its pay-as-you-go model — great for agencies and developers who don’t want long-term contracts. They also provide bulk SERP crawling, batch keyword support, and postback functionality for integration with CRMs and custom dashboards.

If you want precise, developer-friendly data feeds to power SEO tools or market research dashboards, DataForSEO is a top-tier contender.

6. ScraperAPI

ScraperAPI is a generalized web scraping platform that has added support for scraping search engines through customizable request headers and built-in proxy rotation. While not as laser-focused on SERP APIs as others, ScraperAPI makes up for it with scalability and ease of use.

Their infrastructure automatically handles CAPTCHAs, IP blocks, and location targeting. You can specify user agents, headers, and parsing options — great for scraping SERPs from desktop, mobile, or specific browsers.

It integrates well with Google SERPs and can be paired with parsing tools or custom scripts to extract clean JSON. Their pricing is competitive, and they offer robust usage tracking. While it doesn’t provide the rich SERP feature classification that others like SERPAPI do, it’s a solid foundation for those who want to build their own scraper logic using raw data responses.

ScraperAPI is perfect for developers who want to scale fast without getting tangled in proxy and CAPTCHA management.

FAQs: SERP Scraper API

Is SERP scraping legal?

SERP scraping is a legal gray area. While scraping publicly available data isn’t illegal in most countries, it can violate a website’s terms of service. Using compliant providers and avoiding personal data collection is essential.

Can I use a free SERP Scraper API?

Yes, some platforms like SERPAPI and Webshare offer free credits or trial plans. However, free plans usually have strict limits on volume, speed, and features. For commercial or high-volume use, paid plans are more reliable.

What search engines are typically supported?

Most providers focus on Google, but others offer support for Bing, Yahoo, Yandex, Baidu, DuckDuckGo, and even vertical engines like YouTube, Amazon, and eBay. Always check the API’s documentation for exact coverage.

How is a SERP API different from a proxy?

A proxy only gives you IP access to make your own requests, while a SERP API is a full-service solution that handles proxy rotation, CAPTCHA solving, geo-targeting, and parsing. APIs are simpler and more reliable.

Can SERP APIs track mobile vs. desktop results?

Yes, most modern SERP APIs allow you to choose the device type for the query. This helps simulate real-world scenarios since Google’s mobile and desktop rankings can differ significantly.

Use Cases by Industry

🔍 SEO Agencies

Track thousands of keywords across regions with daily updates. Automate client SERP reports and rankings with ease.

🛒 E-commerce

Monitor how products appear in Shopping results. Benchmark against competitors on a weekly basis.

📰 News Monitoring

Use SERP APIs to monitor trending topics, featured snippets, and news carousel placements in real time.

📊 Data Analytics & Research

Feed structured SERP data into dashboards, ML models, or research reports. Perfect for trend spotting and predictive analysis.

Final Thoughts: Picking the Right SERP API

When choosing a SERP Scraper API, the key is to match the scale of your project, budget, and desired features.

• If you’re an enterprise or platform provider, go with Oxylabs for its battle-tested infrastructure and ultra-reliable delivery.

• If you need affordability and simplicity, Webshare delivers strong value without overcomplicating things.

• And if you want a versatile, smart engine with full parsing capability, Decodo (Smartproxy) is a worthy addition to your stack.

All three providers have earned their place in the SERP API elite — now it’s just a matter of choosing the right ally for your data mission.

Ready to Scrape Smarter?

Choose your SERP scraper wisely, automate your data flow, and dominate your niche — with the power of Oxylabs, Webshare, and Decodo behind you.

👉 Visit SecureBlitz for more tutorials, reviews, and exclusive affiliate offers from top proxy and scraping brands.

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Are you looking for the best PirateBay proxies? Look no further!

PirateBay, the infamous torrent site known for its vast digital content library, has faced numerous blocks and restrictions over the years. Accessing PirateBay often requires circumventing these restrictions using proxies.

Proxies act as intermediaries between your device and the PirateBay servers, allowing you to access the site anonymously and bypass geo-blocks or ISP restrictions.

In this guide, we’ll explore some of the best proxies available for accessing PirateBay, their features, and how they can enhance your torrenting experience.

What Are Proxies?

Proxies serve as intermediaries between your device and the internet. They hide your IP address and encrypt your internet traffic, providing anonymity and security.

For PirateBay users, proxies help bypass censorship and access the site from regions where it might be blocked.

What is PirateBay?

PirateBay (TPB) is one of the most well-known peer-to-peer file-sharing platforms on the internet.

Founded in 2003 by a Swedish anti-copyright organization, PirateBay is a torrent index allowing users to share and download digital content, including movies, music, software, games, and more.

Its decentralized nature and extensive library have made it popular among users seeking free access to a wide range of content.

Key Features of PirateBay:

• Vast Library: PirateBay hosts millions of torrents across various categories, making it a go-to platform for users looking to download diverse digital content.
• User-Driven: The platform relies on users (seeders and leechers) to share files, ensuring a wide selection of content is available.
• Torrent Magnet Links: Users can download torrents using magnet links, which streamline the downloading process.
• Anonymous Uploading: Uploading content on PirateBay can be done anonymously, contributing to its longevity despite legal challenges.

Best Featured Proxy Service Providers For PirateBay

If you’re looking for high-quality proxy services for secure and reliable access, here are three top-rated providers that stand out in different categories. Whether you need residential, datacenter, or rotating proxies, these services offer excellent performance, security, and flexibility for various use cases.

1. Decodo – Best for Affordable and High-Quality Residential Proxies

Decodo (formerly Smartproxy) is a trusted name in the proxy industry, known for its balance between affordability and high performance.

With a vast network of over 115 million IPs, Decodo ensures seamless and undetectable browsing for various online activities.

Its easy integration, user-friendly dashboard, and competitive pricing make it an excellent choice for both beginners and advanced users.

Key Features:

• 55M+ residential proxies with a limited-time 50% discount (code: RESI50)
• 115M+ total IPs across 195+ locations
• <0.3s average speed with 99.99% uptime
• HTTPs and SOCKS5 support for enhanced security
• Free trials available for all products except residential proxies
• 24/7 customer support with an average response time of 40 seconds

Best for: Web scraping, social media automation, sneaker copping, and general browsing anonymity.

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network...Show More

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network, ensuring seamless web scraping, automation, and data collection without IP bans or restrictions. 🚀 Show Less

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2. Webshare – Best for Cost-Effective Datacenter Proxies

Webshare offers premium datacenter proxies with a strong emphasis on affordability and customization. Its flexible pricing model lets you buy only what you need, making it an excellent choice for budget-conscious users.

With high-speed performance, free proxies for testing, and no bandwidth limits, Webshare is ideal for businesses and individuals looking for reliable proxy solutions. Whether you need a small batch of dedicated proxies or a large rotating pool, Webshare provides reliable performance at competitive rates.

Key Features:

• SOCKS5/HTTP protocol support
• Proxy pool of 30+ million, 195+ countries
• 99.7% uptime
• High-speed datacenter Aggregate Network of 100+ GBps
• 50+ countries for datacenter proxies
• Customizable proxy plans with scalable pricing
• Free plan with limited proxies for testing
• Fast datacenter proxies with low latency
• High anonymity and secure connections

Best for: SEO monitoring, data scraping, and automation projects requiring stable IPs.

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

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Explore Webshare now!

3. Oxylabs – Best for Enterprise-Grade Proxy Solutions

Oxylabs is a premium proxy provider known for its vast proxy network and enterprise-level features.

With a focus on ethical web scraping and AI-powered data collection, Oxylabs caters to businesses needing large-scale, high-quality proxies. It offers residential, datacenter, and mobile proxies with advanced security features.

Key Features:

• 175M+ residential and mobile proxies
• AI-powered web scraping solutions
• Enterprise-grade security and compliance
• Dedicated account managers and 24/7 support

Best for: Large-scale data extraction, market research, and businesses requiring high-security proxies.

Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

OXYLABS50

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Best Proxies Deals

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network...Show More

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network, ensuring seamless web scraping, automation, and data collection without IP bans or restrictions. 🚀 Show Less

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Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

10% OFF FIRST PURCHASE PRE-APPLIED

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Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

OXYLABS50

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Live Proxies

Live Proxies is a proxy service that provides high-speed, reliable, and secure residential and datacenter proxy services...Show More

Live Proxies is a proxy service that provides high-speed, reliable, and secure residential and datacenter proxy services for web scraping, automation, and anonymity. Show Less

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IPRoyal

IPRoyal is a leading proxy provider offering reliable, high-speed proxies for various needs, including data scraping...Show More

IPRoyal is a leading proxy provider offering reliable, high-speed proxies for various needs, including data scraping, social media automation, and sneaker botting. Show Less

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Mars Proxies

Mars Proxies is the go-to provider for sneaker coppers, offering unbanned IPs, blazing-fast speeds, and a massive pool...Show More

Mars Proxies is the go-to provider for sneaker coppers, offering unbanned IPs, blazing-fast speeds, and a massive pool of residential proxies. Show Less

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NetNut

NetNut is the world's fastest residential proxy network, providing high-speed, reliable connections and a vast pool of...Show More

NetNut is the world's fastest residential proxy network, providing high-speed, reliable connections and a vast pool of IPs for seamless data scraping and automation. Show Less

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DigiProxy

DigiProxy offers proxy services, including residential, datacenter, and sneaker proxies, aimed at providing secure and...Show More

DigiProxy offers proxy services, including residential, datacenter, and sneaker proxies, aimed at providing secure and reliable internet access. Show Less

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Nodemaven

NodeMaven is a premium proxy provider that delivers high-quality IPs, super sticky sessions, and unmatched customer...Show More

NodeMaven is a premium proxy provider that delivers high-quality IPs, super sticky sessions, and unmatched customer support. Show Less

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Infatica

Infatica provides a robust proxy network with ethical sourcing, reliable performance, and a comprehensive suite of data...Show More

Infatica provides a robust proxy network with ethical sourcing, reliable performance, and a comprehensive suite of data collection tools. Show Less

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Disclaimer: These proxies facilitate unrestricted access to PirateBay and prioritize user privacy and security, making them invaluable tools for torrent enthusiasts worldwide. Whether you’re downloading movies, music, or software, choosing the right proxy can significantly enhance your torrenting experience by ensuring anonymity and seamless connectivity to PirateBay’s vast content library.

Special Recommendation: Best Proxy Reviews

If you’re looking for a reliable source of information on reliable proxy services beyond just Pirate Bay proxies, we highly recommend Proxy Review Hub. This platform specializes in reviewing and ranking various proxy providers, helping users make informed decisions about the best services for their needs.

Whether you’re interested in secure browsing, torrenting, or bypassing geo-restrictions, Proxy Review Hub offers in-depth analyses, comparisons, and user feedback to help you select the right proxy solution.

Unlike many review sites that offer generic or outdated information, Proxy Review Hub stands out with its comprehensive testing approach and regular updates. They evaluate proxy speed, security, compatibility, and reliability, ensuring that their recommendations reflect current market trends.

Additionally, the site covers various types of proxies, including residential, data center, and rotating proxies, catering to both casual users and businesses that require online anonymity and security.

Proxy Review Hub can be your go-to resource if you’re unsure which proxy provider to choose for safe and unrestricted access to The Pirate Bay or other platforms. Instead of relying solely on trial and error, you can leverage expert reviews and performance insights to pick a proxy that aligns with your specific needs.

On the other hand, the Multilogin residential proxy gateway pairs rotating real-ISP IPs with profile-level routing and managed rotation — ideal for scraping and automation tasks that need low block rates and per-profile isolation.

Best PirateBay Proxies

Let’s explore some of the best proxies currently available for accessing PirateBay:

1. Nodemaven

Nodemaven stands out for its extensive network of residential proxies, which ensures reliable and secure access to PirateBay from various locations worldwide.

With Nodemaven, users benefit from low latency connections and high success rates, making it an excellent choice for uninterrupted torrenting sessions.

Their proxies are optimized to handle high data transfer rates, which makes it ideal for easily downloading large files from PirateBay.

Nodemaven’s customer support is responsive, providing assistance and troubleshooting to ensure a smooth browsing experience.

2. NetNut

NetNut offers residential proxies known for their speed and stability. They provide a vast IP pool, which prevents IP blocks and allows seamless access to PirateBay, even in regions with strict internet regulations.

NetNut’s proxies are favored for their reliability and compatibility with torrent clients, ensuring consistent performance for torrent downloads.

Moreover, NetNut employs advanced technology to rotate IPs, automatically enhancing anonymity and bypassing potential restrictions.

3. IPRoyal

IPRoyal provides a mix of residential and datacenter proxies designed for reliability and anonymity. Their proxies offer robust security features, including encryption, which protects users’ identities while accessing PirateBay.

IPRoyal’s proxies are known for their fast response times and high uptime, making them a trusted choice among torrent enthusiasts.

Additionally, IPRoyal offers flexible pricing plans tailored to different user needs, whether for casual browsing or heavy torrenting activities.

4. Mars Proxies

Mars Proxies specializes in dedicated proxies optimized for torrenting and accessing restricted content like PirateBay. Their proxies are configured to handle high bandwidth activities, ensuring smooth and uninterrupted downloads.

Mars Proxies’ customer service is also highly regarded, providing timely assistance and ensuring users have a hassle-free experience accessing PirateBay.

Moreover, Mars Proxies regularly updates and optimizes its proxy infrastructure to maintain high performance and reliability.

5. Infatica

Infatica offers residential proxies with a focus on reliability and global coverage. Their proxies allow users to bypass geo-blocks and securely access PirateBay from any region.

Infatica ensures high uptime and provides excellent customer support, promptly addressing issues to maintain seamless access to torrent sites.

Additionally, Infatica offers a user-friendly dashboard and API access for easy proxy management, catering to individual users and businesses needing reliable torrenting solutions.

Benefits of Using Proxies to Access PirateBay

Accessing PirateBay through proxies offers several benefits that enhance user experience and security:

1. Anonymity and Privacy

Proxies mask your IP address, making it difficult for anyone to trace your online activities back to your device. This anonymity is crucial when accessing torrent sites like PirateBay, where privacy concerns are prevalent.

2. Bypassing Geo-Restrictions

Many countries and ISPs block access to PirateBay due to copyright infringement concerns. Proxies allow users to bypass these restrictions by accessing the site through an IP address located in a different region.

3. Enhanced Security

Proxies encrypt your internet traffic, adding a layer of security when downloading torrents from PirateBay. This protects your data from potential hackers or malicious actors who may be monitoring torrent activities.

4. Avoiding ISP Throttling

Some ISPs throttle or limit bandwidth for users accessing torrent sites. Proxies can help circumvent this by hiding your torrenting activities, ensuring consistent download speeds.

5. Maintaining Access During Site Blocks

PirateBay faces periodic blocks and shutdowns in various regions. Proxies provide alternative access points, allowing users to continue accessing the site even when it’s blocked in their country.

6. Preserving Online Freedom

Using proxies to access PirateBay supports the concept of online freedom and unrestricted access to information. It allows users to exercise their rights to access information and digital content freely, despite regional or legal restrictions.

READ ALSO: Text Marketing for Small Businesses: How to Get Started

Criteria for Choosing PirateBay Proxies

When selecting proxies for PirateBay, several factors are crucial:

1. Speed: Fast proxies ensure quick access to PirateBay and smooth torrent downloads.
2. Reliability: Proxies should have high uptime and minimal downtime.
3. Security: Encryption and anonymity features are essential to protect your identity.
4. Compatibility: Proxies should work seamlessly with torrent clients and browsers.
5. Support: Reliable customer support can assist in resolving issues promptly.

Best PirateBay Proxies: Frequently Asked Questions

Here are frequently asked questions (FAQs) about the best PirateBay proxies:

What is a PirateBay proxy?

A PirateBay proxy is a mirror or alternative website that acts as an intermediary to access the original PirateBay site when it is blocked or restricted in certain regions. Proxies bypass geo-restrictions by routing your connection through servers located in allowed areas.

Are PirateBay proxies safe to use?

Not all PirateBay proxies are safe. Some may contain malware, intrusive ads, or phishing attempts. To ensure safety, use trusted proxy lists or services recommended by reliable sources, and consider using a VPN for added security.

Why is PirateBay blocked in my country?

PirateBay is often blocked due to copyright laws and legal actions taken by governments or internet service providers (ISPs) to prevent access to pirated content. Proxies help users bypass such blocks.

Do I need a VPN to use PirateBay proxies?

While not mandatory, a VPN is highly recommended when using PirateBay proxies. It enhances your privacy, hides your IP address, and secures your connection, reducing the risk of tracking or surveillance.

What are the best PirateBay proxy alternatives?

Trusted alternatives to PirateBay proxies include well-known torrent sites like 1337x, RARBG, or YTS. However, these may also face restrictions, so using VPNs and checking legality in your region is essential.

Conclusion

Choosing the right proxy for accessing PirateBay can significantly enhance your torrenting experience by providing anonymity, security, and reliable access.

Whether you prioritize speed, security, or global coverage, the proxies mentioned above offer a range of features to meet your needs.

Before selecting a proxy service, consider your requirements and ensure compatibility with your torrent client.

With the right proxy, you can enjoy unrestricted access to PirateBay and other torrent sites while protecting your online privacy.

INTERESTING POSTS

Learn how to scrape any website into Markdown in 2025 using Python, Playwright, BeautifulSoup, and proxies. 

Scraping a website and converting it into Markdown (.md) has become a powerful workflow for developers, writers, researchers, archivists, and AI engineers.

Why Markdown?

• It’s portable
• It’s lightweight
• It’s readable by humans and machines
• It’s perfect for blogs, GitHub wikis, documentation, AI training datasets, and static site generators

Today, you’ll learn the exact process to scrape any website to Markdown in 2025 — clean, structured, automated, and scalable.

You’ll also get a complete Python script that extracts:

• Titles
• Subheadings
• Paragraphs
• Images
• Links
• Code blocks
• Lists
• Tables

…and converts all of it into clean Markdown automatically.

Let’s begin.

Why Scrape Websites to Markdown? (2025 Use Cases)

Markdown extraction is now used across:

1️⃣ Technical Documentation

Developers export website docs into Markdown to host them locally or on GitHub.

2️⃣ Personal Knowledge Bases

Obsidian, Notion, Logseq users import web content to build knowledge graphs.

3️⃣ AI Knowledge Training

Markdown is the preferred format for vector embedding pipelines.

4️⃣ SEO & Content Research

Scraping competitor articles into Markdown for side-by-side analysis.

5️⃣ Static Site Generators

Jekyll, Hugo, Astro, Next.js — all rely on .md content.

6️⃣ Web Archival & Backup

Store entire websites offline, version-controlled, machine-readable.

You’re not just “scraping” — you’re building portable, structured, future-proof knowledge.

Is It Legal to Scrape Websites? (Important)

Website scraping is legal if you follow these rules:

• Scrape only publicly accessible content
• Respect robots.txt where required
• Never bypass logins or paywalls
• Do not scrape personal/private user data
• Use proxies to avoid accidental blocks
• Respect rate limits
• Attribute and comply with content licenses

This guide teaches legitimate, ethical scraping only.

Why Proxies Are Necessary for Safe Website Scraping?

Websites have become much stricter:

• Cloudflare
• Akamai
• PerimeterX
• DataDome
• FingerprintJS

are blocking bots aggressively.

You need rotating IPs to avoid:

• 429 Too Many Requests
• 403 Forbidden
• CAPTCHA challenges
• IP blacklisting

Recommended Proxy Choices for Markdown Scraping

1️⃣ Decodo – Best balance of price + success rate
2️⃣ Oxylabs – Enterprise-level pools
3️⃣ Webshare – Cheapest for small jobs
4️⃣ IPRoyal – Stable residential & mobile proxies
5️⃣ Mars Proxies – Niche eCommerce and social automation

For production workloads, Decodo residential proxies consistently perform well with JavaScript-heavy sites and allow for unlimited scraping volume.

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How to Scrape Any Website to Markdown: Complete Process Overview

Here’s the high-level pipeline:

1. Fetch the webpage HTML

Using Playwright for JS-rendered sites or requests for simple HTML pages.

2. Parse the content

With BeautifulSoup or the Playwright DOM.

3. Extract text and structure

Headings, paragraphs, lists, images, etc.

4. Convert to Markdown

Using a Markdown converter or your own mapper.

5. Save to .md file

Organized by slug or title.

6. (Optional) Bulk scrape + bulk export

Now let’s dive into the real implementation. 

Tools You Need (2025 Stack)

• Python 3.10+
• Playwright (for dynamic websites)
• BeautifulSoup4
• markdownify (HTML → Markdown converter)
• Proxies (Decodo or others)

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Install packages:

pip install playwright
pip install beautifulsoup4
pip install markdownify
pip install requests
playwright install

Full Python Script to Scrape a Website to Markdown

(JS-rendered websites supported)

This script handles:

• Headless rendering
• Proxies
• Image downloading
• Markdown conversion
• Automatic file naming
• Cleaning unwanted boilerplate

📌 Python Code

import os
import time
import requests
from bs4 import BeautifulSoup
from markdownify import markdownify as md
from playwright.sync_api import sync_playwright

# -------------------------------------------------------
# 1. CONFIGURATION
# -------------------------------------------------------

PROXY_URL = "http://user:pass@gw.decodo.io:12345"  # Replace with your proxy

SAVE_IMAGES = True
OUTPUT_FOLDER = "markdown_export"

os.makedirs(OUTPUT_FOLDER, exist_ok=True)

# -------------------------------------------------------
# 2. DOWNLOAD IMAGE
# -------------------------------------------------------

def download_image(img_url, folder):
    try:
        if not img_url.startswith("http"):
            return None
        
        filename = img_url.split("/")[-1].split("?")[0]
        path = f"{folder}/{filename}"
        
        img_data = requests.get(img_url, timeout=10).content
        with open(path, "wb") as f:
            f.write(img_data)
        
        return path
    except:
        return None

# -------------------------------------------------------
# 3. SCRAPE WEBSITE USING PLAYWRIGHT
# -------------------------------------------------------

def fetch_html(url):
    with sync_playwright() as p:
        browser = p.firefox.launch(headless=True)
        context = browser.new_context(
            proxy={"server": PROXY_URL}  # proxy integration
        )
        page = context.new_page()

        page.goto(url, timeout=60000)
        time.sleep(5)  # allow JS to render fully
        html = page.content()

        browser.close()
        return html

# -------------------------------------------------------
# 4. CONVERT WEBSITE TO MARKDOWN
# -------------------------------------------------------

def scrape_to_markdown(url):
    html = fetch_html(url)
    soup = BeautifulSoup(html, "html.parser")

    # Remove scripts, ads, navbars, footers
    for tag in soup(["script", "style", "footer", "nav"]):
        tag.decompose()

    # Extract Title
    title = soup.title.string if soup.title else "untitled"
    slug = title.lower().replace(" ", "-").replace("|", "").replace("/", "-")

    # Extract Main Content
    body = soup.find("body")
    content_html = str(body)

    # Convert to markdown
    markdown_text = md(content_html, heading_style="ATX")

    # Save images
    if SAVE_IMAGES:
        img_tags = soup.find_all("img")
        img_folder = f"{OUTPUT_FOLDER}/{slug}_images"
        os.makedirs(img_folder, exist_ok=True)

        for img in img_tags:
            src = img.get("src")
            img_path = download_image(src, img_folder)
            if img_path:
                markdown_text = markdown_text.replace(src, img_path)

    # Save markdown file
    md_path = f"{OUTPUT_FOLDER}/{slug}.md"
    with open(md_path, "w", encoding="utf-8") as f:
        f.write(f"# {title}\n\n")
        f.write(markdown_text)

    return md_path

# -------------------------------------------------------
# USAGE
# -------------------------------------------------------

url = "https://example.com"
file_path = scrape_to_markdown(url)

print("Markdown saved to:", file_path)

How This Script Works (Explained Simply)

1. Playwright loads the page

Even sites protected by JavaScript render normally.

2. HTML is passed to BeautifulSoup

Which strips out unwanted boilerplate (ads, nav, scripts).

3. markdownify converts HTML to Markdown

Keeping structure like:

• # H1
• ## H2
• - lists
• 1. ordered lists
• ![image](path)

4. Images are downloaded and relinked

Your Markdown becomes fully offline-ready.

5. A clean .md file is saved

Handling Sites With Heavy Protection (Cloudflare, Akamai, etc.)

Many modern websites deploy strong bot protection.

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To bypass these safely and legally, you need:

• Human-like browser automation (Playwright)
• Strong residential proxies (Decodo, IPRoyal, Oxylabs)
• Delay simulation (2–4 seconds)
• Random scroll simulation
• Dynamic headers

You can add human scrolling:

page.mouse.wheel(0, 5000)
page.wait_for_timeout(1500)

And rotate user agents:

context = browser.new_context(
    user_agent="Mozilla/5.0 ..."
)

Bulk Scraping: Converting Multiple URLs Into Markdown

You can process entire lists:

urls = [
    "https://example.com/docs",
    "https://example.org/article",
    "https://example.net/page",
]

for u in urls:
    print(scrape_to_markdown(u))

This allows:

• Full website archiving
• One-click conversion of 100+ pages
• Competitive research automation
• SEO content analysis

AI + Markdown: The Future Workflow

Markdown works perfectly with:

• LLM fine-tuning datasets
• RAG pipelines
• Embedding databases
• Vector search
• Chatbot knowledge bases

Because Markdown is:

• Clean
• Structured
• Lightweight
• Hierarchical
• Easy to parse

Increasingly, tech companies are opting for Markdown for AI knowledge ingestion.

When to Use Proxies in Markdown Scraping

Use proxies when a site:

• Blocks your country
• Has strong rate limits
• Needs rotating fingerprints
• Uses anti-bot filtering
• Bans datacenter IPs

Best Proxy Providers (2025)

1. Decodo

Best for automated scraping + unlimited bandwidth

• Strong global residential pool
• API key authorization
• High success rate on JS websites

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2. Oxylabs

Premium large-scale option

• Enterprise volume
• High performance

3. Webshare

Best for budget scraping

• Cheap rotating IP
• Great for personal projects

4. Mars Proxies

Good for social media & ecommerce tasks

5. IPRoyal

Stable rotating residential & mobile proxies

Recommendation: For most users, Decodo residential proxies are the sweet spot between power, price, and anti-block success rate.

Decodo Residential Proxies

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Best Practices for Clean Markdown Extraction

1. Remove scripts and styles

2. Strip navigation menus

3. Keep Markdown minimalistic

4. Store images locally

5. Normalize headings (H1 → H6)

6. Avoid duplicate content

7. Keep URLs absolute

Real-World Examples of Markdown Scraping

📌 GitHub Wiki Migration

Convert old HTML docs into Markdown for GitHub wikis.

📌 Knowledge Base Creation

Turn 100+ blog posts into an Obsidian vault.

📌 SEO Competitor Research

Scrape top-ranking articles to analyze structure, keywords, and topical depth.

📌 AI Dataset Creation

Feed Markdown into embedding pipelines for semantic search.

📌 Offline Archival

Save entire websites into Markdown folders for reference.

Frequently Asked Questions About Scraping a Website to Markdown

What does it mean to scrape a website to Markdown?

Scraping a website to Markdown means extracting the content of a website—such as headings, paragraphs, lists, tables, and images—and converting it into Markdown (.md) format. Markdown is a lightweight, readable, and easily usable format for documentation, blogs, AI datasets, and knowledge bases.

What tools do I need to scrape a website and convert it to Markdown in 2025?

The most commonly used tools include Python, Playwright or Selenium for dynamic content, BeautifulSoup for parsing HTML, and markdownify to convert HTML to Markdown. Additionally, proxies like Decodo help you scrape at scale without getting blocked.

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Can I scrape any website into Markdown?

Technically, most public websites can be scraped into Markdown; however, it is advisable to avoid scraping private content, login-protected pages, and sites with strict terms of service. Always check a website’s robots.txt and scraping policies before extraction.

How do I handle images when scraping to Markdown?

Images can be downloaded locally and referenced in your Markdown file. Using scripts, you can automatically fetch image URLs, save them to a folder, and update the Markdown links so your content is fully offline-ready.

Do I need proxies for scraping websites into Markdown?

Yes, proxies are highly recommended, especially for scraping large websites or sites protected by anti-bot systems. Residential proxies like Decodo or IPRoyal provide real IP addresses that reduce the chance of blocks and CAPTCHAs.

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Is it legal to scrape a website to Markdown?

Scraping public content for personal, research, or internal use is generally legal. Avoid scraping private data, bypassing logins, or using the scraped content commercially in a manner that violates copyright. Always respect a site’s terms of service and applicable laws.

Can I automate scraping multiple pages into Markdown?

Absolutely. You can create a script that loops through multiple URLs, scrapes each page, and saves them as individual Markdown files. This workflow is ideal for knowledge base migrations, content analysis, or SEO research.

Conclusion

Scraping a website into Markdown unlocks powerful workflows across research, SEO, development, documentation, and AI data pipelines.

With Playwright, Python, BeautifulSoup, and Markdownify — plus rotating residential proxies from providers like Decodo — you can convert any website into clean, portable .md files ready for automation or analysis.

Whether you want to archive pages, study competitors, migrate CMS content, or feed AI systems with structured datasets, scraping to Markdown is one of the most efficient and future-proof methods available today.

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INTERESTING POSTS

• How To Scrape SERPs To Optimize For Search Intent
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• The Advantages Of Mobile Proxies
• Online Privacy – Why It’s Important And How To Protect It
• Top Proxy Service Providers in 2025: Unlocking Internet Freedom

Learn how to scrape Google Reviews safely in 2025 using Python, tools, and proxies in this post.

Google Reviews determine customer perception, influence local SEO rankings, and drive real-world sales.

Whether you’re a marketer, brand strategist, developer, or data analyst, scraping Google Reviews gives you access to structured insights such as:

⭐ Customer sentiment
⭐ Hidden complaints
⭐ Feature requests
⭐ Competitor analysis
⭐ Local SEO optimization opportunities
⭐ Data for dashboards and AI models

But Google aggressively blocks scrapers — so you need the right tools, proxies, and safe methods.
This guide walks you through:

✔ How Google Reviews work
✔ Scraping approaches (manual, API, Python, No-Code)
✔ How to avoid IP bans
✔ Best proxies for scraping (Decodo included naturally)
✔ Full Python script to scrape ANY Google Business reviews
✔ Automation workflows

Let’s dive in.

Understanding Google Reviews Structure

A Google Business Profile page includes:

• Business Name
• Categories
• Address
• Coordinates
• Average Rating
• Number of Reviews
• Ratings Breakdown (1–5 stars)
• Individual Reviews:
  • Reviewer name
  • Rating
  • Date
  • Review text
  • Images
  • Likes
  • Local Guide status

Google does not provide an official free API for reviews.
So scraping becomes necessary when you need:

• Bulk reviews
• Historical reviews
• Multi-location monitoring
• Competitor analysis

Is Scraping Google Reviews Legal?

Google’s TOS discourages automated extraction, but scraping public data (reviews without logging in) is generally considered legal IF:

✔ You don’t bypass authentication
✔ You don’t extract private user data
✔ You comply with local laws
✔ You rotate IPs to avoid rate limits

Use the data ethically — not for spam or user identification.

Tools You Can Use to Scrape Google Reviews

A. No-Code Tools (Easiest)

1. Decodo Web Scraper (Recommended)
   Decodo provides high-quality scraping tools + proxy integration.
   Their scrapers bypass rate limits automatically and deliver JSON/CSV output. You simply enter a Google Maps URL → you get structured data.
2. Other No-Code Tools
   • Outscraper
   • Bright Data Reviews Scraper
   • Apify Google Maps Scraper
   • Webscraper.io Chrome Extension

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B. Python-Based Scraping (More Control)

Use libraries such as:

• Selenium
• Playwright
• Requests + parsing
• BeautifulSoup
• SerpAPI (Paid but simple)

We’ll build a full code example later.

C. API Services

SERP APIs simplify scraping but charge monthly fees.

Examples:

• Google Places API
• SerpAPI (Google Reviews endpoint)
• Zenserp
• Scale SERP
• Oxylabs Scraper API
• Decodo API (lightweight & fast for Maps data)

Why You Must Use Proxies for Google Reviews Scraping

Google blocks repeated requests from:

❌ Datacenter IP ranges
❌ Same IP too many requests
❌ Suspicious scraping patterns
❌ Non-browser user agents

Using proxies ensures:

✔ Continuous scraping
✔ Avoiding throttling
✔ Avoiding CAPTCHA loops
✔ Better geolocation control (useful for local results)

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Recommended Proxies for Google Reviews Scraping

Best option for Google Reviews:
➡️ Residential Proxies – Decodo

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Step-by-Step: How to Scrape Google Reviews

Let’s break it down from beginner to advanced.

Step 1 — Copy the Google Maps Place URL

Example:

https://www.google.com/maps/place/McDonald's/@40.7614,-73.9828,...

You can get:

• Place ID
• Coordinates
• Raw reviews

Step 2 — Decide Your Method

Method A — No Code (Decodo Scraper)
Quickest option.

Method B — Python (Selenium/Playwright)
Most customizable.

Method C — API (SerpAPI / Decodo / Oxylabs)
Great for speed and reliability.

Step 3 — Install Dependencies (Python)

pip install requests
pip install beautifulsoup4
pip install pandas
pip install fake-useragent

For advanced scraping:

pip install playwright
playwright install

Step 4 — Full Python Script

This script extracts:

✔ Rating
✔ Reviewer
✔ Review Text
✔ Date
✔ Likes

Using Playwright for stability.

from playwright.sync_api import sync_playwright
import pandas as pd
import time

def scrape_google_reviews(url, limit=100):
    data = []

    with sync_playwright() as p:
        browser = p.chromium.launch(headless=True)
        context = browser.new_context(
            user_agent="Mozilla/5.0 (Windows NT 10.0; Win64; x64)",
            locale="en-US"
        )

        page = context.new_page()
        page.goto(url, timeout=100000)

        # Click the reviews button
        page.wait_for_selector("button[jslog*='reviews']")
        page.click("button[jslog*='reviews']")

        time.sleep(3)

        # Scroll reviews container
        scrollable = page.locator("div[aria-label='Reviews']")

        previous_height = 0
        while len(data) < limit:
            scrollable.evaluate("el => el.scrollBy(0, el.scrollHeight)")
            time.sleep(2)

            # Parse reviews
            review_elements = page.locator("div[jscontroller]").all()

            for r in review_elements:
                try:
                    name = r.locator("div[class*='d4r55']").inner_text()
                    rating = r.locator("span[class*='hCC']").get_attribute("aria-label")
                    date = r.locator("span[class*='rsqaWe']").inner_text()
                    text = r.locator("span[class*='wiI7pd']").inner_text()
                except:
                    continue

                data.append({
                    "name": name,
                    "rating": rating,
                    "date": date,
                    "review": text
                })

                if len(data) >= limit:
                    break

        df = pd.DataFrame(data)
        df.to_csv("google_reviews.csv", index=False)
        return df

url = "YOUR_GOOGLE_MAPS_URL_HERE"
df = scrape_google_reviews(url, limit=200)
print(df)

Avoiding Blocks: Best Practices

To scrape without issues:

✔ Rotate proxies every request
✔ Randomize user agents
✔ Insert 1–3 second delays
✔ Use residential proxies for Google
✔ Use headless browsers that mimic real users
✔ Disable images to speed up scraping
✔ Limit to 200–500 reviews per session

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How to Use Decodo to Scrape Google Reviews (Quick Method)

Decodo gives you:

• Maps scraper
• Review scraper
• Proxy API
• Code templates

Steps

1. Create a Decodo account
2. Open Google Maps Scraper
3. Paste the business URL
4. Choose:
   • Output: JSON / CSV
   • Limit: Up to thousands
5. Run
6. Download your data

This offloads:

✔ Proxy rotation
✔ Browser emulation
✔ Anti-bot bypass
✔ Speed optimization

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Scraping Multiple Locations

For agencies or SaaS dashboards:

• Prepare a CSV of business URLs
• Loop through your scraping script
• Save each location’s reviews separately
• Combine into a master file
• Run sentiment analysis (TextBlob, GPT, HuggingFace)

Turning Google Reviews Into Insights

After scraping, you can analyze:

A. Sentiment (Positive / Negative / Neutral)

Useful for product teams and customer service.

B. Topic Clustering (AI)

Using embedding models to detect:

• Food quality
• Staff complaints
• Delivery times
• Hygiene concerns

C. Fake Review Detection

Flag patterns such as:

• One-word praise
• Repeated posting times
• Reviewer with no history

D. Competitive Benchmarking

Compare yourself to 3–10 competitors.

Building an Automated Review Monitoring System

Use:

• Decodo API
• Google Sheets / Notion
• Zapier / Make
• Playwright scripts on a server

Automatic pipeline:

1. Run scraper daily
2. Store reviews in database
3. Run sentiment model
4. Trigger alerts for negative reviews
5. Export weekly reports

Best Proxy Setup for Google Reviews Scraping

For Budget Users

• Decodo Proxies
• Webshare ISP
• IPRoyal Residential

For Medium Scale

• Decodo Residential Proxies (best balance of speed + success rate)

Decodo Residential Proxies

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For Enterprise Scale

• Oxylabs Residential + Mobile
• Mars Proxies Mobile for extreme anti-bot environments

Rule:
➡️ Avoid datacenter proxies. Google blocks them instantly.

Frequently Asked Questions About Scraping Google Reviews

What is Google Reviews scraping, and why is it useful?

Google Reviews scraping is the process of automatically collecting reviews from Google Business Profiles using scripts, APIs, or scraping tools. It’s useful for businesses, marketers, and analysts to track customer sentiment, perform competitive analysis, monitor brand reputation, and gather data for SEO and AI applications.

Is it legal to scrape Google Reviews?

Scraping public Google Reviews is generally legal if you only access publicly available data, do not bypass logins or paywalls, and comply with Google’s terms of service. Ethical scraping practices, combined with the use of proxies, ensure compliance and reduce the risk of IP bans.

Which tools are best for scraping Google Reviews in 2025?

Top tools include:

• Decodo: Easy-to-use scraper with built-in residential proxy rotation.
• SerpAPI: Paid API for structured Google Review data.
• Playwright or Selenium: For custom Python scraping scripts.
• BeautifulSoup: To parse HTML content.

Choosing a tool depends on your scale, technical expertise, and the level of automation required.

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Why do I need proxies when scraping Google Reviews?

Google actively blocks repeated requests from the same IP address, especially those from data center IPs. Using rotating residential proxies (like Decodo, Oxylabs, or IPRoyal) helps avoid blocks, CAPTCHA, and ensures continuous scraping without being flagged as a bot.

Can I scrape multiple locations at once?

Yes. You can create a list of Google Business URLs and loop through them in your scraping script or automation tool. Each location’s reviews can be exported separately or combined into a master dataset for analysis.

How can I effectively utilize the scraped Google Reviews data?

Scraped data can be analyzed to:

• Identify trends and customer sentiment
• Benchmark competitors
• Feed AI models for sentiment analysis or recommendation engines
• Monitor reputation across multiple locations
• Create dashboards for business intelligence

What are the best practices to avoid getting blocked by Google?

• Rotate IPs using residential proxies
• Randomize user agents and request timings
• Use headless browsers like Playwright to simulate human interaction
• Limit the number of reviews scraped per session
• Respect Google’s rate limits and avoid sending too many requests simultaneously

Final Thoughts

Scraping Google Reviews in 2025 is not just possible — it’s essential for:

• Brand reputation
• Market research
• Competitor intelligence
• Local SEO
• Product improvement
• Customer sentiment monitoring

With Decodo, Playwright, and residential proxies, you can scrape:

✔ Thousands of reviews
✔ Without bans
✔ With clean structured data
✔ Fully automated

Decodo Residential Proxies

Decodo (formerly Smartproxy) Residential Proxies offer a fast, reliable, and affordable solution with 115M+ IPs...Show More

Decodo (formerly Smartproxy) Residential Proxies offer a fast, reliable, and affordable solution with 115M+ IPs worldwide, ensuring seamless web scraping, automation, and data collection without IP bans or restrictions. Show Less

BF2025

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I will show you the best proxies for bots in this post.

In today’s digital landscape, bots have become increasingly common for various legitimate purposes, such as web scraping, market research, and automated testing. 

However, choosing the right proxy service is crucial to ensure smooth and efficient bot operations. This comprehensive guide will explore the best proxy services for ethical bot usage, helping you decide on your specific needs.

Before we dive into the top proxy providers, let’s briefly discuss what proxies are, why they’re essential for bot operations, and the importance of ethical usage.

What are Proxies and Why Are They Important for Bots?

A proxy server is an intermediary between your bot and the websites it interacts with. Instead of your bot’s requests coming directly from your IP address, they’re routed through the proxy server, masking your original IP. This process offers several benefits:

1. Anonymity: Proxies hide your bot’s real IP address, protecting your identity and location.
2. Avoiding IP Bans: By rotating through different IP addresses, you can prevent websites from blocking your bot due to excessive requests.
3. Geo-targeting: Proxies allow you to access content from specific geographic locations.
4. Improved Performance: Some proxy services can optimize connections and reduce latency.

Ethical Usage of Proxies for Bots

While proxies offer numerous advantages, using them ethically and responsibly is crucial. Here are some guidelines to ensure ethical proxy usage:

1. Respect website terms of service and robots.txt files.
2. Implement proper request rates to avoid overwhelming target servers.
3. Use data collected only for legitimate purposes and in compliance with applicable laws.
4. Avoid accessing sensitive or personal information without proper authorization.
5. Be transparent about your bot’s identity when required.

Best Proxies Deals

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network...Show More

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network, ensuring seamless web scraping, automation, and data collection without IP bans or restrictions. 🚀 Show Less

Get the deal

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

10% OFF FIRST PURCHASE PRE-APPLIED

Get the deal

Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

OXYLABS50

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Live Proxies

Live Proxies is a proxy service that provides high-speed, reliable, and secure residential and datacenter proxy services...Show More

Live Proxies is a proxy service that provides high-speed, reliable, and secure residential and datacenter proxy services for web scraping, automation, and anonymity. Show Less

Get the deal

IPRoyal

IPRoyal is a leading proxy provider offering reliable, high-speed proxies for various needs, including data scraping...Show More

IPRoyal is a leading proxy provider offering reliable, high-speed proxies for various needs, including data scraping, social media automation, and sneaker botting. Show Less

Get the deal

Mars Proxies

Mars Proxies is the go-to provider for sneaker coppers, offering unbanned IPs, blazing-fast speeds, and a massive pool...Show More

Mars Proxies is the go-to provider for sneaker coppers, offering unbanned IPs, blazing-fast speeds, and a massive pool of residential proxies. Show Less

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NetNut

NetNut is the world's fastest residential proxy network, providing high-speed, reliable connections and a vast pool of...Show More

NetNut is the world's fastest residential proxy network, providing high-speed, reliable connections and a vast pool of IPs for seamless data scraping and automation. Show Less

Get the deal

DigiProxy

DigiProxy offers proxy services, including residential, datacenter, and sneaker proxies, aimed at providing secure and...Show More

DigiProxy offers proxy services, including residential, datacenter, and sneaker proxies, aimed at providing secure and reliable internet access. Show Less

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Nodemaven

NodeMaven is a premium proxy provider that delivers high-quality IPs, super sticky sessions, and unmatched customer...Show More

NodeMaven is a premium proxy provider that delivers high-quality IPs, super sticky sessions, and unmatched customer support. Show Less

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Infatica

Infatica provides a robust proxy network with ethical sourcing, reliable performance, and a comprehensive suite of data...Show More

Infatica provides a robust proxy network with ethical sourcing, reliable performance, and a comprehensive suite of data collection tools. Show Less

Get the deal

Let’s explore some of the best proxy services for ethical bot usage.

Best Featured Proxy Service Providers – EDITOR’S CHOICES

1. Decodo – Best for Affordable High-Quality Proxies

Decodo (formerly Smartproxy) is an industry-leading proxy provider known for delivering premium features at a budget-friendly price.

With over 115 million IPs, including 55 million+ residential proxies, Decodo ensures seamless access to global content with <0.3s average speed and 99.99% uptime. Whether you need residential, datacenter, or mobile proxies, Decodo offers easy setup, a user-friendly dashboard, and reliable performance.

Key Features:

• 115 million+ IPs across 195+ locations
• Residential proxies with 55 million+ IPs (Use code RESI50 for 50% off – limited time!)
• All other products come with a free trial
• HTTPs and SOCKS5 support
• High success rates for web scraping and automation
• Customer support responds within 40 seconds

Best Use Cases:

• Efficient web scraping and data extraction
• Social media management and automation
• Secure browsing and ad verification

Decodo (formerly Smartproxy)

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network...Show More

Decodo (formerly Smartproxy) offers high-quality, affordable, and easy-to-use proxies with a vast global network, ensuring seamless web scraping, automation, and data collection without IP bans or restrictions. 🚀 Show Less

Get the deal

2. Webshare – Best for Customizable Proxy Solutions

Webshare is a flexible proxy service that allows users to customize their proxy experience precisely. Offering a wide range of residential, datacenter, and mobile proxies, Webshare offers exceptional speed, security, and scalability tailored to individual needs.

Key Features:

• SOCKS5/HTTP protocol support for flexible integration.
• Proxy pool of 30+ million across 195+ countries for global coverage.
• 99.7% uptime ensuring reliable and uninterrupted connections.
• Affordable pricing with free plan options
• Fully customizable proxy packages
• High-speed datacenter and residential proxies
• No bandwidth limitations on premium plans

Best Use Cases:

• Competitive market research and SEO monitoring
• Automated testing and software development
• Unblocking geo-restricted content

Webshare Proxies

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring...Show More

Webshare Proxies offers high-speed, customizable, and budget-friendly proxy solutions with flexible pricing, ensuring seamless web scraping, automation, and online anonymity for businesses and individuals. Show Less

10% OFF FIRST PURCHASE PRE-APPLIED

Get the deal

3. Oxylabs – Best for Enterprise-Grade Web Scraping

Oxylabs is a top choice for businesses that require large-scale data gathering and enterprise-grade proxy solutions. With one of the most extensive proxy networks in the industry, Oxylabs ensures maximum reliability and success rates for data-intensive tasks.

Key Features:

• 175M+ residential and datacenter IPs worldwide
• AI-driven web scraping tools for efficiency
• High success rates with premium geo-targeting
• Enterprise-level security and compliance

Best Use Cases:

• Large-scale data extraction for research and analytics
• Ad intelligence and brand protection
• Business intelligence and eCommerce monitoring

Oxylabs Proxies

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched...Show More

Oxylabs Proxies offer enterprise-grade, AI-powered proxy solutions with a massive 175M+ IP pool, ensuring unmatched reliability, speed, and anonymity for large-scale web scraping and data collection. Show Less

OXYLABS50

Get the deal

Best Proxies for Bots

1. IPRoyal: Premium Proxies with a Royal Touch

IPRoyal has quickly become a favorite among developers and businesses for its high-quality proxy services. They offer various proxy types, including residential, datacenter, and mobile proxies.

Key Features:

• The large pool of residential IPs from over 190 countries
• Ethical sourcing of IPs through their IPRoyal Pawns program
• Supports HTTP, HTTPS, and SOCKS5 protocols
• Flexible pricing plans, including pay-as-you-go options
• 24/7 customer support

Best For: IPRoyal is an excellent choice for businesses requiring a diverse range of proxy types and locations, especially for tasks like web scraping and market research.

IPRoyal

IPRoyal is a leading proxy provider offering reliable, high-speed proxies for various needs, including data scraping...Show More

IPRoyal is a leading proxy provider offering reliable, high-speed proxies for various needs, including data scraping, social media automation, and sneaker botting. Show Less

Get the deal

2. Live Proxies

Overview: Live Proxies is a leading provider of rotating and static residential proxies tailored for sneaker copping and automation needs. Their infrastructure ensures high-speed connections, superior anonymity, and tailored solutions for both individual and enterprise users.

Features:

• Rotating and Static Residential Proxies: Offers dynamic IPs for enhanced anonymity and static IPs for stable, long-term operations.
• Sticky Sessions: Proxies maintain the same IP for up to 60 minutes, ideal for tasks requiring continuity.
• Private IP Allocation: Exclusive IPs for each user ensure no overlap on targeted sites, boosting performance and reducing bans.
• High Uptime and Reliability: Proxies provide 99.9% uptime, sourced from ethical networks adhering to GDPR and CCPA regulations.
• Custom Enterprise Plans: Tailored solutions for high-volume tasks like web scraping, brand protection, and market research.

Pros:

• Wide variety of proxy types to suit different needs.
• Customizable plans for flexibility.
• High anonymity and reliable performance.
• Responsive and helpful customer support.

Cons:

• Limited location options compared to some competitors.
• Some advanced features may cater more to enterprise needs.

Best For: Sneaker enthusiasts and businesses requiring robust proxy solutions with customizable plans and top-tier performance.

==>> Get Live Proxies

3. NetNut: Static Residential Proxies for Reliable Performance

NetNut differentiates itself by offering static residential proxies, which provide the benefits of residential IPs with the stability of datacenter proxies. This unique approach makes NetNut an attractive option for many bot applications.

Key Features:

• Static residential IPs from major ISPs
• High-speed connections with low failure rates
• Supports concurrent sessions
• Pay-per-traffic pricing model
• User-friendly dashboard and API

Best For: NetNut is excellent for businesses that require the legitimacy of residential IPs combined with the reliability of static addresses, particularly for e-commerce and travel industry bots.

NetNut

NetNut is the world's fastest residential proxy network, providing high-speed, reliable connections and a vast pool of...Show More

NetNut is the world's fastest residential proxy network, providing high-speed, reliable connections and a vast pool of IPs for seamless data scraping and automation. Show Less

Get the deal

4. Infatica: Ethically Sourced Proxies with Global Coverage

Infatica focuses on providing ethically sourced residential and mobile proxies. Their commitment to transparency and fair practices makes them a solid choice for businesses concerned about the ethical implications of proxy usage.

Key Features:

• Ethically sourced residential and mobile proxies
• Coverage in over 100 countries
• Supports HTTP, HTTPS, and SOCKS5 protocols
• Flexible pricing plans with no long-term commitments
• Dedicated account managers for enterprise clients

Best For: Infatica is ideal for businesses and researchers who prioritize ethical sourcing and want a transparent proxy provider with global coverage.

Infatica

Infatica provides a robust proxy network with ethical sourcing, reliable performance, and a comprehensive suite of data...Show More

Infatica provides a robust proxy network with ethical sourcing, reliable performance, and a comprehensive suite of data collection tools. Show Less

Get the deal

5. Mars Proxies: Affordable and Reliable Datacenter Proxies

Mars Proxies specializes in providing high-quality datacenter proxies at competitive prices. While they may not offer the diverse range of proxy types that some other providers do, their focus on datacenter proxies allows them to excel in this specific niche.

Key Features:

• Large pool of datacenter IPs across multiple locations
• Unlimited bandwidth on all plans
• Supports HTTP, HTTPS, and SOCKS5 protocols
• User-friendly control panel
• Responsive customer support

Best For: Mars Proxies is an excellent choice for users who primarily need datacenter proxies for tasks like web scraping, market research, or automated testing on a budget.

Mars Proxies

Mars Proxies is the go-to provider for sneaker coppers, offering unbanned IPs, blazing-fast speeds, and a massive pool...Show More

Mars Proxies is the go-to provider for sneaker coppers, offering unbanned IPs, blazing-fast speeds, and a massive pool of residential proxies. Show Less

Get the deal

6. Nodemaven: Specialized Proxy Solutions for Developers

Nodemaven offers a unique approach to proxy services, catering specifically to developers and businesses with custom proxy needs. Their focus on tailored solutions sets them apart from more generalized proxy providers.

Key Features:

• Custom proxy solutions for specific use cases
• Dedicated IPs and rotating proxies available
• Support for various protocols and integration methods
• Flexible API for easy integration with existing systems
• Personalized support and consultation services

Best For: Nodemaven is ideal for developers and businesses with specialized proxy requirements that off-the-shelf solutions from other providers may not meet.

Nodemaven

NodeMaven is a premium proxy provider that delivers high-quality IPs, super sticky sessions, and unmatched customer...Show More

NodeMaven is a premium proxy provider that delivers high-quality IPs, super sticky sessions, and unmatched customer support. Show Less

Get the deal

7. Bright Data (formerly Luminati): The Swiss Army Knife of Proxy Services

Bright Data offers one of the most comprehensive proxy ecosystems in the market. With a vast network of residential, datacenter, mobile, and ISP proxies, they cater to a wide range of use cases.

Key Features:

• Largest proxy network with over 72 million IPs
• Advanced targeting options (ASN, carrier, city-level)
• Proxy Manager for easy integration and management
• Web Unlocker for accessing challenging websites
• Extensive documentation and SDK support

Best For: Bright Data is suitable for businesses of all sizes requiring diverse proxy options and advanced features for complex bot operations.

8. GeoSurf: Premium Residential Proxies with Advanced Geo-Targeting

GeoSurf offers a premium residential proxy network with a strong focus on accurate geo-targeting capabilities. Their service is particularly well-suited for businesses that require precise location-based data collection.

Key Features:

• Over 2.5 million residential IPs
• Precise targeting down to the city and ISP level
• Supports major protocols (HTTP, HTTPS, SOCKS5)
• Browser extension for easy proxy management
• Dedicated IPs available for specific use cases

Best For: GeoSurf is excellent for businesses that require highly accurate geo-targeted data collection, such as localized SEO research or regional market analysis.

9. ProxyEmpire: Flexible and User-Friendly Proxy Solutions

ProxyEmpire offers a comprehensive suite of proxy services, including residential, mobile, and datacenter proxies. Their user-friendly interface and flexible pricing options make them an attractive choice for both small businesses and large enterprises.

Key Features:

• Diverse proxy types (residential, mobile, datacenter)
• Over 5 million rotating IPs
• Supports HTTP, HTTPS, and SOCKS5 protocols
• Pay-as-you-go and subscription-based pricing options
• Easy-to-use dashboard and API

Best For: ProxyEmpire is well-suited for businesses of all sizes looking for a versatile proxy solution with a user-friendly interface and flexible pricing options.

Choosing the Right Proxy Service for Your Bot

When selecting a proxy service for your bot, consider the following factors:

1. Proxy Types: Determine whether you need residential, datacenter, or mobile proxies based on your specific use case.
2. IP Pool Size: A larger IP pool generally means better anonymity and reduced chances of IP bans.
3. Geographic Coverage: Ensure the provider offers IPs in the locations you need to target.
4. Speed and Reliability: Look for providers with high-speed connections and low failure rates.
5. Pricing Model: Consider whether a bandwidth-based, IP-based, or request-based pricing model works best for your needs.
6. Protocol Support: Ensure the provider supports the protocols required for your bot (HTTP, HTTPS, SOCKS5).
7. Authentication Methods: Check if the provider offers authentication methods compatible with your bot setup (IP authentication, username/password, etc.).
8. Customer Support: Reliable customer support can be crucial, especially when dealing with technical issues.
9. Ethical Practices: Choose a provider that sources their IPs ethically and promotes responsible usage.
10. Integration and Ease of Use: Consider the provider’s documentation, API support, and additional tools that can simplify integration with your bot.

Implementing Proxies in Your Bot: Best Practices

Once you’ve chosen a proxy service, follow these best practices to ensure smooth and ethical operation of your bot:

1. Implement proper proxy rotation to avoid overusing any single IP address.
2. Use session management to maintain consistent IPs for tasks that require it.
3. Set appropriate request intervals to avoid overwhelming target servers.
4. Monitor your proxy usage and performance to identify and address any issues promptly.
5. Stay updated on the terms of service of both your proxy provider and target websites.
6. Implement error handling and retry mechanisms to deal with proxy failures gracefully.
7. Use encryption (HTTPS) whenever possible to protect your bot’s communications.
8. Regularly review and update your bot’s behavior to ensure compliance with ethical standards and legal requirements.

Conclusion

Choosing the right proxy service is crucial for the successful and ethical operation of bots. The providers discussed in this guide offer a range of options to suit various needs and budgets. 

By carefully considering your specific requirements and following best practices for implementation, you can leverage proxies to enhance your bot’s performance, reliability, and anonymity.

Remember that ethical usage is paramount. Always respect website policies, implement proper rate limiting, and use the data collected responsibly. By doing so, you contribute to a healthier internet ecosystem while benefiting from bot automation’s power.

As the proxy landscape evolves, stay informed about new developments and emerging providers. Regular reassessment of your proxy needs and provider performance will ensure that your bot operations remain efficient, effective, and ethically sound.

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