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Millions of people share their thoughts about brands, products, and services online. They share their opinions, complain about bad customer support, praise new features, and, most importantly, reveal what they expect from businesses like yours. And this is incredibly valuable for businesses that want to stay ahead.
However, the problem is that manually monitoring all these platforms is impossible. You need the right tools to collect, organize, and analyze this information efficiently.
Below, you'll find our list of top tools for social media and review site scraping. These platforms will help you scrape G2 reviews and data from other sites automatically and make smarter decisions for your business.
True to its name, ScrapingAnt works like a hard-working ant, collecting data without missing a single opportunity. ity. It’s one of the top tools to scrape review platforms and other websites you can use for tasks of any scale, from simple data collection to more complex projects that involve multiple platforms.
The platform uses over three million proxy servers around the world, combined with a cluster of headless browsers. ScrapingAnt not only offers cost-effective credit-based pricing plans. They optimize every call so you don’t get incomplete or failed results, only complete data you pay for.
Many companies that switched from custom development to using ScrapingAnt’s API have reported saving up to 40% on their data collection costs. However, if you still have special needs, they also offer custom scraping solutions built just for your business.
Key features of ScrapingAnt:
ScraperAPI is one of the best tools for scraping social media that takes care of the complex parts of web scraping so you don’t have to. It handles proxy management, browser configurations, and CAPTCHA solving, so you can focus on collecting the data you need.
The platform is powered by a huge global network with over 40 million proxies across more than 50 countries. In just the last month alone, it managed over 11 billion requests. Plus, ScraperAPI can manage requests at the same time thanks to its asynchronous processing.
Compliance is a must for businesses handling customer data, and the platform maintains full CCPA and GDPR compliance standards. In addition, it offers enterprise-level features without the hefty price tag. You'll also receive dedicated account support and live help to optimize your scraping operations and troubleshoot any issues.
Key features of ScraperAPI:
Octoparse is one of the best public review scraping tools that lets you scrape data from websites without any coding skills. You can build your data extraction tool using their visual workflow designer and see everything visualized directly in your browser.
Or you can use ready-made templates to scrape Trustpilot reviews and data from other sites. Octoparse covers major social media platforms (X, TikTok), eCommerce websites (Amazon, Etsy), review platforms (Trustpilot, Tripadvisor), and more.
The platform’s built-in AI assistance speeds up the entire process. You can use its Auto-detect feature that scans web pages automatically, and, as you work, the AI provides helpful suggestions.
Key features of Octoparse:
ScrapFly is a web scraping platform designed by engineers who understand the real-world challenges of large-scale data gathering. The tool has a proactive approach to anti-bot detection — it continuously monitors and tests against the latest blocking mechanisms, updating itself to stay a step ahead of new security measures.
In addition to basic scraping, ScrapFly offers a dedicated Screenshot API, allowing you to capture high-quality images of web pages. This service uses real browsers to ensure full rendering, automatically blocks ads and cookie popups for cleaner captures, and bypasses detection systems that usually stop automated screenshot tools.
ScrapFly has a solid 99.99% uptime, which lets them handle huge workloads, processing over five billion successful requests each month and transferring more than a petabyte of data. This makes sure your data collection will never slow down.
Key features of ScrapFly:
Browse AI is one of the best public review scraping tools that automates the entire process of collecting, monitoring, and integrating web data. What makes Browse AI a worthwhile solution is its monitoring system.
It tracks websites for changes and updates your data automatically, so your information is always current. The service has demonstrated significant impact, completing over 33 million tasks and saving users nearly 60 million hours of manual work.
Getting started with Browse AI is simple. You can create your own custom data collection bots by just showing it the data you require, or you can pick from over 200 ready-made bots for popular websites. If your company has more complex needs, Browse AI also offers managed services where their team can build custom bots and set up data pipelines.
Key features of Browse AI:
Zyte is a web scraping platform built for businesses that need to gather a lot of data from websites in a reliable and legal way. They have 14 years of experience supporting the largest brands in the world and have achieved 99.99% success and accuracy rates.
The platform's main advantage is its smart API. It can automatically navigate around website blocks without any manual setup. When a website tries to block your scraper, Zyte detects this in real time and finds another way to extract the data you need. This means your data collection operations won’t be interrupted even if websites change their defenses.
Another area where Zyte stands out is legal compliance, since the platform positions itself as the industry leader in ensuring your data collection follows all relevant laws and regulations.
Key features of Zyte:
Novada is one of the best social media scraping tools that provides everything you need to collect data from websites. Their Scraper API handles websites that load content with JavaScript, giving you back clean HTML or well-structured JSON data.
When sites try to block automated scrapers, Novada’s Web Unblocker steps in by mimicking how a real person browses, automatically solving CAPTCHAs and accessing content that might be restricted based on location. The latter makes the tool ideal for global data collection projects.
In addition, the Browser API provides access to full web browsers hosted on their servers, complete with features like automatic proxy switching and unblocking.
Key features of Novada:
Web Automation is a straightforward, no-code product review scraping software that allows you to turn any website into a spreadsheet or an API without needing any programming knowledge. It's designed to help researchers, analysts, and businesses easily get the data they need, even if they're not tech experts.
The entire process is simple, broken down into three main steps. First, you pick the websites or datasets you want from a wide list that they support. Next, you set your preferences to tell the platform exactly what information you're looking for. Lastly, the system fetches all the organized data for you. You can export your data in various formats like CSV, Excel, JSON, JSONL, or XML.
The platform proves particularly valuable for specific use cases like review monitoring. Their pre-built Trustpilot scraper, for example, lets you extract customer reviews with a single click.
Key features of Web Automation:
BrightData is one of the best social media scraping tools designed for large-scale web data collection, perfect for AI companies and large businesses. The tool processes petabytes of data across one of the world's largest proxy networks. With over 150 million IP addresses spread across 195 countries, BrightData can gather information from nearly anywhere globally. Plus, the system stays reliable with a 99.99% uptime and a 99.95% success rate, which makes it trustworthy for even the most critical business tasks.
Their Web Access APIs allow you to create custom web scraping setups. BrightData takes care of technical tasks like avoiding anti-bot measures, solving CAPTCHA, and rendering JavaScript-heavy websites.
BrightData is particularly helpful for marketing teams who need to scrape social media comments or find the right influencers. Additionally, sales teams can reveal new leads by pulling data from review sites and competitor pages.
Key features of BrightData:
WebScraping.AI is one of the best tools for social media and review site scraping that uses AI to make data extraction as simple as possible. All the heavy technical work happens on WebScraping.AI's servers, not on your computer. The tool handles the HTML parsing and data processing, which means your system won’t be bogged down, and you’re also protected from security risks.
WebScraping.AI can do more than pull raw data. It can understand what's on a page, answer questions about the content, generate summaries of articles, rewrite text, and much more.
The platform also has an open-source MCP server to seamlessly integrate with popular AI platforms like Claude, GPT, and Cursor.
Key features of WebScraping.AI:
The top tools for social media and review site scraping we've covered in this guide offer powerful capabilities for a wide range of tasks. Every platform has its own strengths, but they all aim to make gathering web data easier and more reliable for businesses of any size.
If you want to extract reviews from Yelp and Google, as well as other platforms right away, you'll find that many tools come with ready-made templates for popular websites. And if you require data but don't want to deal with all the technical details, most of the best tools for scraping social media offer managed solutions. Finally, when your requirements are more specific or complex, these platforms can even build custom solutions personalized just for you.
If you want to feature your tools for social media & review site scraping on this list, email us. After a thorough assessment, we’ll decide whether it’s a valuable addition.
Millions of people share their thoughts about brands, products, and services online. They share their opinions, complain about bad customer support, praise new features, and, most importantly, reveal what they expect from businesses like yours. And this is incredibly valuable for businesses that want to stay ahead.
However, the problem is that manually monitoring all these platforms is impossible. You need the right tools to collect, organize, and analyze this information efficiently.
Below, you'll find our list of top tools for social media and review site scraping. These platforms will help you scrape G2 reviews and data from other sites automatically and make smarter decisions for your business.
True to its name, ScrapingAnt works like a hard-working ant, collecting data without missing a single opportunity. ity. It’s one of the top tools to scrape review platforms and other websites you can use for tasks of any scale, from simple data collection to more complex projects that involve multiple platforms.
The platform uses over three million proxy servers around the world, combined with a cluster of headless browsers. ScrapingAnt not only offers cost-effective credit-based pricing plans. They optimize every call so you don’t get incomplete or failed results, only complete data you pay for.
Many companies that switched from custom development to using ScrapingAnt’s API have reported saving up to 40% on their data collection costs. However, if you still have special needs, they also offer custom scraping solutions built just for your business.
Key features of ScrapingAnt:
ScraperAPI is one of the best tools for scraping social media that takes care of the complex parts of web scraping so you don’t have to. It handles proxy management, browser configurations, and CAPTCHA solving, so you can focus on collecting the data you need.
The platform is powered by a huge global network with over 40 million proxies across more than 50 countries. In just the last month alone, it managed over 11 billion requests. Plus, ScraperAPI can manage requests at the same time thanks to its asynchronous processing.
Compliance is a must for businesses handling customer data, and the platform maintains full CCPA and GDPR compliance standards. In addition, it offers enterprise-level features without the hefty price tag. You'll also receive dedicated account support and live help to optimize your scraping operations and troubleshoot any issues.
Key features of ScraperAPI:
Octoparse is one of the best public review scraping tools that lets you scrape data from websites without any coding skills. You can build your data extraction tool using their visual workflow designer and see everything visualized directly in your browser.
Or you can use ready-made templates to scrape Trustpilot reviews and data from other sites. Octoparse covers major social media platforms (X, TikTok), eCommerce websites (Amazon, Etsy), review platforms (Trustpilot, Tripadvisor), and more.
The platform’s built-in AI assistance speeds up the entire process. You can use its Auto-detect feature that scans web pages automatically, and, as you work, the AI provides helpful suggestions.
Key features of Octoparse:
ScrapFly is a web scraping platform designed by engineers who understand the real-world challenges of large-scale data gathering. The tool has a proactive approach to anti-bot detection — it continuously monitors and tests against the latest blocking mechanisms, updating itself to stay a step ahead of new security measures.
In addition to basic scraping, ScrapFly offers a dedicated Screenshot API, allowing you to capture high-quality images of web pages. This service uses real browsers to ensure full rendering, automatically blocks ads and cookie popups for cleaner captures, and bypasses detection systems that usually stop automated screenshot tools.
ScrapFly has a solid 99.99% uptime, which lets them handle huge workloads, processing over five billion successful requests each month and transferring more than a petabyte of data. This makes sure your data collection will never slow down.
Key features of ScrapFly:
Browse AI is one of the best public review scraping tools that automates the entire process of collecting, monitoring, and integrating web data. What makes Browse AI a worthwhile solution is its monitoring system.
It tracks websites for changes and updates your data automatically, so your information is always current. The service has demonstrated significant impact, completing over 33 million tasks and saving users nearly 60 million hours of manual work.
Getting started with Browse AI is simple. You can create your own custom data collection bots by just showing it the data you require, or you can pick from over 200 ready-made bots for popular websites. If your company has more complex needs, Browse AI also offers managed services where their team can build custom bots and set up data pipelines.
Key features of Browse AI:
Zyte is a web scraping platform built for businesses that need to gather a lot of data from websites in a reliable and legal way. They have 14 years of experience supporting the largest brands in the world and have achieved 99.99% success and accuracy rates.
The platform's main advantage is its smart API. It can automatically navigate around website blocks without any manual setup. When a website tries to block your scraper, Zyte detects this in real time and finds another way to extract the data you need. This means your data collection operations won’t be interrupted even if websites change their defenses.
Another area where Zyte stands out is legal compliance, since the platform positions itself as the industry leader in ensuring your data collection follows all relevant laws and regulations.
Key features of Zyte:
Novada is one of the best social media scraping tools that provides everything you need to collect data from websites. Their Scraper API handles websites that load content with JavaScript, giving you back clean HTML or well-structured JSON data.
When sites try to block automated scrapers, Novada’s Web Unblocker steps in by mimicking how a real person browses, automatically solving CAPTCHAs and accessing content that might be restricted based on location. The latter makes the tool ideal for global data collection projects.
In addition, the Browser API provides access to full web browsers hosted on their servers, complete with features like automatic proxy switching and unblocking.
Key features of Novada:
Web Automation is a straightforward, no-code product review scraping software that allows you to turn any website into a spreadsheet or an API without needing any programming knowledge. It's designed to help researchers, analysts, and businesses easily get the data they need, even if they're not tech experts.
The entire process is simple, broken down into three main steps. First, you pick the websites or datasets you want from a wide list that they support. Next, you set your preferences to tell the platform exactly what information you're looking for. Lastly, the system fetches all the organized data for you. You can export your data in various formats like CSV, Excel, JSON, JSONL, or XML.
The platform proves particularly valuable for specific use cases like review monitoring. Their pre-built Trustpilot scraper, for example, lets you extract customer reviews with a single click.
Key features of Web Automation:
BrightData is one of the best social media scraping tools designed for large-scale web data collection, perfect for AI companies and large businesses. The tool processes petabytes of data across one of the world's largest proxy networks. With over 150 million IP addresses spread across 195 countries, BrightData can gather information from nearly anywhere globally. Plus, the system stays reliable with a 99.99% uptime and a 99.95% success rate, which makes it trustworthy for even the most critical business tasks.
Their Web Access APIs allow you to create custom web scraping setups. BrightData takes care of technical tasks like avoiding anti-bot measures, solving CAPTCHA, and rendering JavaScript-heavy websites.
BrightData is particularly helpful for marketing teams who need to scrape social media comments or find the right influencers. Additionally, sales teams can reveal new leads by pulling data from review sites and competitor pages.
Key features of BrightData:
WebScraping.AI is one of the best tools for social media and review site scraping that uses AI to make data extraction as simple as possible. All the heavy technical work happens on WebScraping.AI's servers, not on your computer. The tool handles the HTML parsing and data processing, which means your system won’t be bogged down, and you’re also protected from security risks.
WebScraping.AI can do more than pull raw data. It can understand what's on a page, answer questions about the content, generate summaries of articles, rewrite text, and much more.
The platform also has an open-source MCP server to seamlessly integrate with popular AI platforms like Claude, GPT, and Cursor.
Key features of WebScraping.AI:
The top tools for social media and review site scraping we've covered in this guide offer powerful capabilities for a wide range of tasks. Every platform has its own strengths, but they all aim to make gathering web data easier and more reliable for businesses of any size.
If you want to extract reviews from Yelp and Google, as well as other platforms right away, you'll find that many tools come with ready-made templates for popular websites. And if you require data but don't want to deal with all the technical details, most of the best tools for scraping social media offer managed solutions. Finally, when your requirements are more specific or complex, these platforms can even build custom solutions personalized just for you.
If you want to feature your tools for social media & review site scraping on this list, email us. After a thorough assessment, we’ll decide whether it’s a valuable addition.
