Best G2 Scrapers in 2026

G2 is a trusted platform for software reviews and ratings, helping businesses gather important market insights. However, collecting data from G2 manually can be time-consuming and labor-intensive. That’s where G2 scrapers come in. These tools automatically pull data from G2, such as product details, customer reviews, ratings, pricing, and competitor information. The best scrapers can handle challenges like IP blocking, CAPTCHAs, and JavaScript rendering—without needing any coding skills. In this guide, we’ll explore the top 7 G2 scrapers. Each tool has its own set of features, making it easier for businesses to choose the right one based on their needs. Let’s dive in!

Top 7 Best G2 Scrapers in 2026

G2 scrapers are essential for businesses looking to collect data quickly and efficiently. These tools help extract reviews, ratings, pricing, and more from G2, saving time and effort. Here are the top 7 G2 scrapers to consider:

Best G2 Scrapers in a Glance

1. Bright Data

Bright Data is a leading G2 scraping solution, offering powerful features for businesses. It provides both API-based scraping and no-code options, making it suitable for technical and non-technical users. The platform serves over 20,000 companies worldwide, ensuring enterprise-level reliability. Users can easily collect data from G2, whether they have coding skills or not. Bright Data’s infrastructure supports businesses in accessing accurate and timely information. Its versatility and performance make it a top choice for those seeking a dependable scraping tool. The platform’s reliability and ease of use set it apart in the G2 scraping market. It’s an excellent solution for streamlining data collection.

Key Features:

• Dual scraping modes: API-based scraper for developers and no-code interface for quick setup
• Comprehensive data extraction: Collects product names, reviews, ratings, discussions, descriptions, pricing, and features
• Bulk request handling: Processes up to 5,000 URLs simultaneously
• Multiple output formats: Delivers data in JSON, NDJSON, and CSV formats
• Advanced infrastructure: 150+ million real user IPs covering 195 countries
• Automatic IP rotation: Built-in proxy management prevents blocking

Pros:

• Industry-leading proxy network with residential IPs
• Excellent customer support available 24/7
• Fully compliant with GDPR, CCPA, and data protection laws
• Scalable infrastructure handles high-volume data extraction
• Comprehensive documentation and code examples

Cons:

• Premium pricing compared to basic scrapers
• Learning curve for advanced API features
• May be overkill for small, one-time scraping projects

Pricing:

Bright Data uses a pay-as-you-go model starting at $1.50 per 1,000 records (no commitment). Monthly plans range from $499 to $1999. Custom pricing available for enterprises with a dedicated account manager, premium SLA, and priority support.

2. ScrapingBee

ScrapingBee offers an easy-to-use G2 scraping API that simplifies data extraction. The platform focuses on providing a reliable solution for developers. It removes the need for users to manage proxy infrastructure or handle anti-bot measures. ScrapingBee’s API is designed to handle the technical challenges of web scraping, allowing developers to gather G2 data without complications. Its straightforward approach makes it an ideal choice for those who want to avoid the hassle of dealing with complex configurations. By using ScrapingBee, businesses can efficiently collect reviews, ratings, and other data from G2, freeing up time for more critical tasks. This tool ensures a smooth and effective scraping experience.

Key Features:

• Simple API integration: Clean API endpoints for easy implementation
• JavaScript rendering support: Extracts content from dynamic pages
• Rotating proxies included: Automatic proxy rotation prevents blocks
• Screenshot capability: Captures visual data from G2 pages
• Concurrent requests: Multiple simultaneous scraping operations
• Geotargeting options: Access G2 from different geographic locations
• Google Search API: Extract G2-related search results at scale

Pros:

• User-friendly API with minimal setup required
• Free trial with 1,000 API credits
• No credit card required for trial period
• Good documentation and code examples
• Transparent pricing structure
• Reliable performance for medium-scale projects

Cons:

• Limited features compared to enterprise solutions
• No dedicated account manager for lower tiers
• Credit system can get expensive for large volumes
• Less robust than specialized data collection platforms

Pricing:

ScrapingBee offers tiered monthly plans starting at $49/month for 250,000 credits, 10 concurrent requests.

3. Apify

Apify is a well-known web scraping platform that makes it easy to collect data from the web. Its dedicated G2 Product Scraper focuses on gathering rich information from G2 product pages. The scraper was initially built by Chetan Jain and is actively improved by the Apify community. Users can pull structured data about software tools in a consistent format. The scraper collects detailed reviews, ratings, product descriptions, and feature lists. It can also capture product comparisons and suggested alternatives. Businesses use these insights to study competitors and understand customer opinions. The tool is flexible enough for a range of workflows and project sizes. Developers can integrate it into their pipelines and automate regular G2 data collection. This helps teams stay informed always.

Key Features:

• 35+ data points extracted: Comprehensive product information collection
• Review scraping: Collects up to 25 reviews per product
• Product comparisons: Gathers competitor comparison data
• Alternative solutions: Identifies alternative products listed on G2
• Bulk processing: Handles multiple product URLs simultaneously
• Multiple export formats: CSV, JSON, and other structured formats
• Cloud-based execution: Runs on Apify’s infrastructure

Pros:

• Part of the larger Apify ecosystem with 1,500+ ready-made scrapers
• Active community support and regular updates
• Reliable data extraction with good success rates
• Easy integration with other Apify actors
• Generous free tier for testing

Cons:

• Requires Apify account and platform familiarity
• Limited to 25 reviews per product in standard mode
• Usage-based pricing can become expensive
• Less flexibility than custom-built solutions

Pricing:

Apify charges $ 9/month for the base subscription, plus usage costs based on compute units. The G2 Product Scraper uses Apify’s compute resources, with pricing based on runtime and the volume of data extracted.

4. Thunderbit

Thunderbit is an AI-powered Chrome extension built to scrape G2 software reviews. It delivers a no-code workflow that runs entirely inside your browser, so anyone can use it without technical skills. Non-technical users can open G2, launch the extension, and start capturing review data in seconds. The tool focuses on speed and convenience, making it ideal for quick research or one-off analysis tasks. Users can export structured results for further work in spreadsheets or other tools. Thunderbit reduces the effort required for manual copy-pasting and basic scraping scripts. The extension turns G2 pages into ready-to-use datasets, helping teams save time and stay organized when working with customer feedback. It is a practical option for students, marketers, analysts, and busy founders.

Key Features:

• Chrome extension integration: Works directly in your browser
• AI-powered extraction: Intelligent data identification and formatting
• Two-click operation: Simple activation for quick scraping
• Comprehensive data fields: 12+ columns including author details and ratings
• Pre-built templates: Ready-to-use configurations for G2
• Custom AI scraper option: Flexible alternative for unique requirements

Pros:

• Extremely easy to use with minimal technical knowledge
• Free trial allows scraping up to 10 pages
• Visual interface shows results in real-time
• Quick setup and immediate results
• Good for ad-hoc data collection needs

Cons:

• Browser-based operation limits automation capabilities
• Credit system requires careful monitoring
• Not suitable for large-scale enterprise scraping
• Requires manual navigation to each page
• Limited scheduling and automation features

Pricing:

Thunderbit uses a credit-based system, with one credit equaling one output row. It comes with a free trial: 10 pages at no cost, Basic plan starts at $15/month for 500 credits. Higher tiers are available for larger data collection needs.

5. Zyte API

Zyte is a powerful web scraping platform for serious data projects. It offers managed tools that make G2 data extraction smooth and dependable. Advanced anti-detection features help your scrapers appear like real users rather than bots. This means fewer blocks, fewer errors, and more complete datasets. Teams can focus on analysis while Zyte handles rotating IPs, browser automation, and tricky site protections. The platform is a strong fit for companies that need to monitor many G2 product pages at scale. You can gather reviews, ratings, and product details on a regular schedule. Developers and data teams appreciate its flexibility, robust documentation, and expert support when projects grow. It is built for reliability, scale, and long-term use.

Key Features:

• Automatic CAPTCHA solving: Bypasses verification challenges
• Smart IP rotation: Prevents blocking with intelligent proxy management
• JavaScript execution: Renders dynamic content accurately
• Scrapy integration: Works seamlessly with popular frameworks
• Anti-ban protection: Advanced techniques avoid detection
• Real-time extraction: Immediate data delivery
• Multiple integration modes: API, SDK, and framework options

Pros:

• Enterprise-grade reliability and performance
• Excellent for handling difficult scraping targets
• Strong technical documentation
• Good integration with existing development workflows
• Expert support team with deep scraping knowledge

Cons:

• Higher learning curve than simpler solutions
• Custom pricing requires sales consultation
• May be too complex for basic scraping needs
• Premium pricing tier

Pricing:

Zyte offers custom pricing based on request volume and features required. Contact their sales team for detailed quotes tailored to specific project requirements. Enterprise contracts typically include dedicated support and SLA guarantees.

6. NetNut

NetNut is a performance-focused scraping provider that helps businesses collect G2 data at scale. The service is built around robust residential proxy networks that route requests through real user devices. This approach keeps success rates high and reduces the chance of getting blocked. The platform is designed for speed, so large datasets can be gathered in less time. Simple integration options allow developers to plug NetNut into existing workflows and tools. NetNut is a strong choice for companies that rely on accurate, continuous G2 insights for research, marketing, and competitive analysis.

Key Features:

• Residential proxy network: ISP-level IP addresses for better success rates
• High-speed extraction: Fast data collection capabilities
• Geographic targeting: Access G2 from specific locations
• Multiple integration options: Works with various programming languages
• Real-time proxy rotation: Automatic IP switching prevents blocks
• Expert technical support: Dedicated support team
• Advanced filtering: Targeted data collection options

Pros:

• Premium residential IP infrastructure
• Excellent success rates with minimal blocking
• Strong technical support team
• Flexible integration capabilities
• Good for compliance-sensitive projects
• Scalable for enterprise needs

Cons:

• Custom pricing requires sales contact
• Higher cost than basic proxy services
• Complex setup for advanced features

Pricing:

NetNut offers custom pricing plans based on bandwidth usage and concurrent connections. Enterprise customers receive dedicated account management and priority support. Contact their sales team for detailed pricing information.

7. SOAX

SOAX is a smart data collection platform designed for reliable G2 scraping. It helps businesses gather structured information from product pages, reviews, and ratings. The service relies on a large, high-quality proxy network to keep requests stable and undetected. This approach reduces blocks and errors during scraping. Users can run small tests or large projects and expect consistent delivery. The platform focuses on high success rates, even on pages protected by strict filters. Developers can integrate SOAX into existing tools and pipelines. Non-technical users can follow simple guides and presets. Teams that depend on accurate G2 data for research, reporting, or competitor tracking can use SOAX to automate the process and save time. The result is faster insights and more confident decisions.

Key Features:

• Advanced proxy rotation: Intelligent IP management system
• Real-time data extraction: Immediate results from G2 pages
• Anti-ban protection: Prevents blocking and detection
• Multiple integrations: Compatible with various tech stacks
• Clean structured output: Multiple format options
• Automatic retry mechanism: Handles failed requests intelligently
• Geolocation targeting: Access data from specific regions

Pros:

• Reliable infrastructure with good uptime
• Comprehensive technical documentation
• Flexible API options for developers
• Responsive support team
• Good for ongoing data collection needs

Cons:

• Custom pricing model requires consultation
• Learning curve for advanced features

Pricing:

SOAX offer different plans, including: Starter: $90/mo, 36k req (for startups); Advanced: $170/mo, 136k req (for growing teams); Professional: $740/mo, 672k req (for scaling companies); Business: 1.77M req at $0.90/1k (for high-volume needs).

Conclusion

Choosing the right G2 scraper depends on your goals, skills, and budget. Bright Data is a strong all-around choice for its rich features and reliable infrastructure. It supports both API access and no-code tools, making it suitable for small teams and large companies alike. Developers who want simple APIs can look at ScrapingBee or Zyte. Non-technical users may prefer Thunderbit’s browser extension or WebAutomation’s visual interface. Enterprise teams that need top stability and strong proxy networks can explore Bright Data, NetNut, or SOAX. It helps to consider data volume, automation needs, and costs. Many tools include free trials or flexible plans. Testing a few options first can help you find the best long-term solution.

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