The Best G2 Web Scrapers of 2025
G2 is one of the largest business software and service review platforms, holding almost 3 million reviews across a wide range of tools and services. Over the years, it has become the go-to source for anyone seeking genuine user reviews about specific business tools.
It’s also a goldmine for business analysts, as it provides access to honest user feedback – helping them identify positives, recognize the painpoints, and gather ideas for potential product improvements.
However, collecting and analyzing these reviews manually is a daunting task that can take hours. Hence, we tested a bunch of G2 scrapers and compiled a list of the best ones that will help you gather insights from the site with ease.
The Best G2 Scrapers of 2025:
1. NetNut – the fastest feature-rich G2 scraper.
2. SOAX – G2 scraper with reliable infrastructure.
3. Zyte API – G2 scraper with multiple integration modes.
4. Smartproxy – affordable scrapers for G2.
5. Oxylabs – G2 scraper with an AI-powered assistant.
What Is G2 Scraping?
G2 scraping refers to the automated data extraction from the G2 review website. People scrape G2to collect real user reviews about business tools, but you can also find other valuable information, like approximate price and contact information. Here are some common uses for G2 scraping:
- User reviews. G2 is a huge database of reviews about specific software and services. If you’re in a software-as-a-service (SaaS) industry, you can collect feedback about your product. Alternatively, if you’re looking to add a new tool to assist with your business operations, you can collect reviews to see if it suits your needs.
- A list of specific software or services. G2 categorizes various tools that have a similar purpose. For example, you can compare video conferencing platforms like Google Meet, Microsoft Teams, Zoom, or Skype. Scraping these lists can help identify your business’s competitors.
- Contact information. G2 also provides company contact details for inquiries about specific products. If you want to get in touch with the service providers, you can scrape contact information to save some time.
In addition, G2 offers a star rating system, pros and cons list, and user satisfaction ratings for each listing. By scraping these, you can compare different products, discover the best or worst rated tools, and more.
Can You Scrape G2 Reviews?
Reviews posted on G2 are public, and you can legally scrape them. The website also has its official API that allows you to scrape specific data. However, if you choose to go with a third-party tool or build a G2 scraper yourself to collect data, there are several good scraping practices you should follow when scraping G2 or other websites.
- Avoid scraping personal user information. Reviews are written by registered G2 users who might have their names, photos, and personal details written in their profiles. We strongly advise against scraping personal information without explicit user consent.
- Familiarize yourself with G2’s terms of use. Take some time to go through the terms of use to fully understand what you can or cannot scrape.
- Respect the robots.txt file. Robots.txt file is a set of instructions for automated programs (like scrapers) visiting the website. It defines the rules for which pages the bots can’t access (these can be password-protected sites, admin panels, etc.) Read through G2’s robots.txt file before scraping to make sure you’re respecting the site’s rules.
Can You Scrape With the Official G2 API?
G2 offers an official API for collecting specific data from the website, which can be a great option since the API is maintained by G2. However, keep in mind that the official API is quite limited about the categories and data points you can collect, so it might be of little use in your specific case. If the official API does not meet your expectations, you can choose other scraping methods, too.
Types of G2 Scrapers
G2 is a popular target for scraping, so there are multiple ways to collect data from the website. If you’re not interested in scraping with the official G2 API, your tool selection depends on your preference, budget, and the type of data you plan to scrape. Typically, individuals or businesses use one of three methods to collect data from G2:
- No-code tools. If you don’t have the skills to scrape G2, you can use no-code scrapers. These tools allow you to navigate the G2 website and click on the elements you’re interested in. The tool then translates your interactions into scraping logic, and sends back structured results. Alternatively, you can purchase pre-collected G2 datasets.
- Custom-built scrapers. If you’re looking to save money when scraping G2, you can build a scraper yourself. This way, you’ll be able to customize the tool exactly how you want, but you’ll have to maintain all the infrastructure yourself. While it’s cheap, it does require a quite high skill level.
- Third-party scrapers. Third-party scrapers are software tools designed to scrape G2 and potentially other websites, so you won’t need to worry about maintaining the scraper infrastructure yourself. They usually come with great geolocation coverage, and many useful features, like parsing capabilities. The two most popular types of scrapers you can purchase are scraper APIs or proxy-based APIs. Both types rotate IPs, handle CAPTCHAs and other anti-bot protection measures, select browser headers, fingerprints, and more. Here’s how they differ:
- Scraper API integrates as an API, so all you’ll have to do is send the request, and the tool will handle everything else for you. Usually, scraper APIs have data parsing capabilities.
- Proxy-based APIs, on the other hand, integrate as proxy servers to ensure uninterrupted access to your target website, and allow you to send an API request to collect the data. However, they likely won’t have a built-in parser to structure your collected data.
The Best G2 Scrapers
1. NetNut
The fastest G2 scraper.
Available tools:
Website Unblocker
Success rate:
99.80%
Response time:
4.79 s
- Pricing model: based on successful requests
- Data parsing: no
- Free trial: 7-day free trial for companies
- Pricing: unknown
NetNut is an enterprise-focused provider that offers robust proxy and scraping tools. Website Unblocker is a great choice for collecting G2 data.
You can choose from 150+ geolocations and target individual countries. Website Unblocker supports GET and POST requests for easy data fetching and interaction with web forms or APIs. Unfortunately, the tool doesn’t have an integrated data parsing feature, so you’ll have to clean and structure it yourself.
In terms of performance, our tests showed a spectacular performance with G2. The scraper’s success rate was consistently over 99%, and it was the fastest among the tested.
There’s little to say about the price as it’s not listed on the website – you’ll have to contact NetNut’s support to find out the cost of Website Unblocker. On the bright side, there’s a 7-day trial for companies available.
For more information and performance tests, read our NetNut review.
2. SOAX
G2 scraper with reliable infrastructure.
Available tools:
Web Unblocker
Success rate:
99.38%
Response time:
13.75 s
- Pricing model: based on successful requests
- Data parsing: no
- Free trial: 3-day trial available
- Pricing: starts from $15 per month ($2.1/1K requests)
SOAX is a provider catering to both small companies and enterprises. This provider offers a general-purpose Web Unblocker for scraping G2.
The API allows you to send multiple concurrent requests and even create custom logic for your tasks. There’s no built-in parser, but you can choose to receive scraped data in either raw HTML or JSON to further manipulate it yourself.
Web Unblocker was one of the most successful scrapers we tested, but it was relatively slow – it took the tool almost 14 seconds to open G2. Nevertheless, SOAX’s scraper was very reliable, and succeeded in opening G2 over 99% of the time.
Unfortunately, there’s very little documentation about how to set up Web Unblocker, but you can reach out to customer support 24/7 via email or chat if you have any issues. SOAX’s Web Unblocker is a good value choice for smaller companies, as its entry price is quite low, and the option to pay as you go is also great to test the product.
Read the SOAX review for more information and performance tests.
3. Zyte
G2 scraper with multiple integration modes.
Available tools:
Zyte API
Success rate:
90.12%
Response time:
6.71 s
- Pricing model: dynamic, depends on add-ons
- Data parsing: yes
- Free trial: $5 credits for 30 days
- Pricing: custom
If you’re not new to scraping, you’re probably familiar with Zyte. Zyte API is a general-purpose scraper that excels in scraping G2 data.
Zyte API can be integrated as a real-time API or a proxy server, and is packed with features. The scraper can screenshot, click, scroll, and type, but you can also write your own interaction scripts using TypeScript API in a cloud-hosted VS Code environment. Zyte doesn’t have a built-in parser, but you can manually create parsing rules using CSS selectors.
The tool is one of the most performant scrapers we tested. While it had a slightly lower success rate (just over 90%) and response time (6.71 seconds), it still had one of the best results when unblocking G2.
Zyte’s pricing is very customizable. You can commit to a monthly plan or pay as you go, and the starting price can be as low as $1 for very basic projects. But be aware that some features cost extra, so the final price can increase. Luckily, you can estimate your project’s cost on the website.
For more information and performance tests, read our Zyte API review.
4. Smartproxy
Affordable scrapers for G2.
Available tools:
Web Scraper API, Site Unblocker
Success rate:
83.95%
Response time:
6.92 s
- Pricing model: subscription; based on successful requests (Web Scraper API, Site Unblocker) or traffic (Site Unblocker)
- Data parsing: yes
- Free trial: 7-day free trial with 1K results & 14-day money-back guarantee
- Pricing starts from:
– Web Scraper API: Core Subscription starts at $29 for 100K requests ($0.29/1K); Advanced subscription starts at $50 for 25K results ($2/1K)
– Site Unblocker: $24 for 2 GB ($14/GB) or $34 for 15K requests ($2.25/1K)
Smartproxy is known for affordable but quality products, and its scrapers are one of them. The provider has two options for scraping G2 – Web Scraping API and Site Unblocker.
Web Scraper API is a general-purpose scraper with lots of customizations available. Saved templates will be useful if you’re planning to scrape G2 often. Additionally, there’s a built-in data parser and an API playground for live-testing your scraping requests.
In terms of performance with G2, Smartproxy showed decent results – a 83.95% success rate and a response time of 6.92 seconds on average. While it’s not as successful as other scrapers, it’s quite fast and offers a great cost-to-value ratio.
The provider also offers a proxy-based Site Unblocker – another general-purpose scraper. It has great location filtering and flexible parameter adjustment. A great thing about Site Unblocker is its pricing – you can choose to pay for traffic or successful requests.
As for pricing, Smartproxy is a mid-tier provider meaning that the prices are quite competitive. You can get a regular Web Scraper API subscription for $50 which includes all of its useful features. However, you can also choose a cheaper Core subscription that comes with less features.
For more information and performance tests, read our Smartproxy review.
5. Oxylabs
G2 scraper with an AI-powered assistant.
Available tools:
Web Scraper API
Success rate:
87.35%
Response time:
27.45 s
- Pricing model: subscription
- Data parsing: yes
- Free trial: 7-day trial with 5K results
- Pricing: starts from $49 for 24,500 results ($2/1K)
Another proxy provider – Oxylabs – has been strongly shifting their focus toward data extraction service. The provider offers a general-purpose Web Scraping API for collecting G2 data.
The API comes with all the premium features you’d expect – a web crawler, a task scheduler, an API playground for testing, and more. While there’s no dedicated parser for G2, you can create your own parsing logic using XPath and CSS selectors. The results can be fetched to your Amazon S3 bucket or Google Cloud Storage.
However, the key feature is Oxylabs’s OxyCopilot. It’s an AI-powered assistant that automatically generates code for scraping requests and parsing instructions – it will be especially useful for creating a custom G2 parser. You can try this tool in the Scraper API playground.
When testing Web Scraper API, we noticed that Oxylabs loses some performance. It took over 27 seconds for the tool to open G2, and the success rate was consistently around 87%.
Even though Oxylabs caters to enterprise-level clients, the tool’s price was very accessible, starting at $2 for 1,000 results. Sadly, there’s no option to pay as you go, but you can try Web Scraper API with a free 7-day trial with 5,000 results.
For more information and performance tests, read our Oxylabs review.
6. Bright Data
The most versatile G2 data provider.
Available tools:
Web Unlocker, Web Scraper API, G2 datasets
Success rate:
91.74%
Response time:
26.80 s
- Pricing model: PAYG, subscription
- Data parsing: yes (web scraper API)
- Free trial: 7-day free trial for companies
- Pricing starts from:
– Web Unlocker: $3 for 1K records
– Web Scraper API: $1 for 1K records
– Datasets: $500 for 200K records ($2.5/1K)
Bright Data is best known for proxies, but it also has a large data collection infrastructure. The provider offers three methods for collecting G2 data – Web Unlocker, a Web Scraper API with dedicated endpoints, and G2 datasets.
Pre-collected datasets are great for people looking for structured information without the need to scrape it. You can also request custom datasets that are suited to your needs.
Additionally, the provider offers two specialized G2 scraping APIs – G2 software product reviews and G2 software product overview. The product has great features, such as a web crawler, an option to send unlimited concurrent requests, and more. The tool can deliver results via Webhook or an API to your preferred external storage in JSON or CSV.
After testing Bright Data’s Web Unlocker – a general-purpose scraper that integrates as a proxy server. It was third most successful in opening the G2 website. However, the provider definitely prioritizes success over speed – on average, it took 26.80 seconds for Web Unlocker to unblock G2.
In terms of pricing, Bright Data is a premium provider, so the starting price is higher than average. The starting price is decent if you choose to pay-as-you-go, but if you’re working on a bigger project, the smallest monthly subscription will cost you $499.
For more information and performance tests, read our Bright Data review.
- January 7, 2025