7 Best Yelp Scrapers in 2025 (Updated)
Finding the best Yelp scrapers can save countless hours when gathering business data and reviews from Yelp's vast directory. These tools enable businesses and researchers to extract valuable information efficiently while following proper data collection practices.
A quality Yelp scraper provides reliable data extraction capabilities while maintaining speed and accuracy during the collection process. The right scraping tool makes a huge difference in gathering business listings, contact details, and customer reviews from Yelp's platform. Whether for market research, lead generation, or competitive analysis, using the optimal web scraping platform ensures consistent and dependable results.
1. Apify - Comprehensive Data Extraction
Apify's Yelp scraper stands as the most powerful tool for extracting business information from Yelp. It efficiently collects reviews, ratings, business details, and customer feedback at high speeds with reliable accuracy.
The scraper excels at gathering detailed business information including descriptions, contact details, opening hours, and menu items. Its advanced filtering system helps users target specific data types and locations with precision.
Teams can automate data collection processes and integrate the extracted information directly into their workflows. The platform handles complex scraping tasks while maintaining full compliance with website policies.
Pricing: Free trial available with 14 days of access. Paid plans start at $49/month with the option to scale based on usage and data needs.
Key features:
- High-speed extraction of up to 50+ results per minute
- Comprehensive business data including reviews, ratings, and photos
- Custom search filters and location targeting
- Multiple data export formats (JSON, CSV, Excel)
- Built-in proxy rotation system
- Real-time data monitoring
- Automatic retry mechanism for failed requests
- API integration capabilities
2. Lobstr.io - Easy-to-use interface
Lobstr.io is a web scraping tool that makes collecting data from Yelp simple and straightforward. The platform features a clean, user-friendly interface that requires no coding knowledge or technical expertise. Users can gather business information, reviews, and ratings through an intuitive point-and-click system.
Pricing: Free plan available for basic scraping needs. Paid plans start at $49 per month for increased data extraction limits and advanced features.
Key features:
- No-code scraping interface with visual task builder
- Automated data extraction from Yelp business listings
- Export options in multiple formats (CSV, Excel)
- Built-in proxy rotation system
- Real-time data preview
- Custom extraction rules
- Anti-blocking protection
- Regular updates to maintain scraping reliability
- Customer support via email and chat
3. Octoparse - Versatile scraping tool
Octoparse is a no-code web scraping tool designed for beginners and professionals alike. It lets users extract data from websites through a point-and-click interface without writing any code. The tool works with both static and dynamic websites, making it ideal for scraping content from platforms like Yelp.
Pricing: The tool offers a free plan with basic features and limited page downloads. Paid plans start at $75 per month, which includes more advanced features like cloud extraction and API access.
Key features:
- Visual point-and-click interface for easy data extraction
- Pre-built templates for common websites, including Yelp scraping
- Cloud-based extraction to run scraping tasks automatically
- Export options in multiple formats (CSV, Excel, JSON)
- Scheduled scraping tasks
- IP rotation to avoid blocking
- Support for handling login pages and dynamic content
- Built-in data cleaning tools
4. Webautomation.io - User-friendly platform
Webautomation.io is a no-code web scraping tool designed to extract data from Yelp and other websites without any programming knowledge. The platform converts website data into spreadsheets or APIs with a simple point-and-click interface. Users can start scraping Yelp listings, reviews, and business information within minutes using ready-made extractors.
Pricing: Free plan available for basic scraping needs. Paid plans start with more advanced features and higher extraction limits.
Key features:
- Ready-made extractors specifically designed for Yelp data
- Point-and-click interface requiring no coding skills
- Export options to spreadsheets and APIs
- Automated data extraction for business names, phone numbers, and reviews
- Team-friendly platform with shared access
- Regular updates to maintain scraping reliability
- Built-in scheduling for recurring data collection
- Clean data output with minimal cleaning required
5. Scrape-it - Efficient scraping performance
Scrape-it is a dedicated web scraping tool that focuses on extracting data from Yelp and similar review platforms. The tool stands out for its speed and efficiency in handling large-scale data extraction tasks without compromising accuracy.
Pricing: Scrape-it offers a free trial for basic usage, with paid plans starting at $49 per month. Custom enterprise solutions are available for larger organizations with specific needs.
Key features:
- Advanced proxy rotation system to prevent IP blocks
- Custom data filters to extract specific Yelp business information
- Built-in data cleaning and formatting options
- Real-time data extraction with minimal delay
- Export options in multiple formats (CSV, JSON, Excel)
- API integration capabilities for automated scraping
- User-friendly interface with minimal setup required
- Automatic retry mechanism for failed requests
6. Scrapfly - Advanced anti-blocking techniques
Scrapfly is a specialized web scraping tool that excels at handling complex anti-bot protections on Yelp. The platform uses smart proxy rotation and advanced anti-scraping protection to bypass common blocking methods like Cloudflare, Datadome, and Imperva.
The tool automatically manages headers, cookies, and browser fingerprints to make requests appear legitimate. It handles JavaScript rendering and provides clean, structured data from Yelp business listings and reviews.
Pricing: Plans start at $29 per month for basic usage, with custom enterprise solutions available for larger scraping needs. Each plan includes dedicated proxies and technical support.
Key features:
- Built-in anti-bot protection bypass mechanisms
- Automatic proxy rotation and management
- Browser fingerprint randomization
- JavaScript rendering capabilities
- Clean JSON output format
- Easy integration with Python
- Real-time monitoring and analytics
- Custom request headers and cookies handling
- Rate limiting protection
- IP address rotation
7. Bright Data - Extensive data points extraction
Bright Data delivers a powerful Yelp scraping solution that automatically extracts business information, reviews, and ratings from Yelp listings. The platform handles proxy management and bypasses anti-bot measures to collect accurate data at scale. Its user-friendly interface lets both beginners and experienced users gather detailed business insights without coding knowledge.
Pricing: Plans start at $0.001 per record, with custom enterprise pricing available for large-scale data collection needs. A free trial is offered to test the service before purchase.
Key features:
- Extracts comprehensive business data including names, addresses, phone numbers, websites, and operating hours
- Collects detailed review information with ratings, dates, and reviewer profiles
- Real-time data updates with 24/7 technical support
- Built-in proxy rotation system to prevent IP blocks
- Export options in multiple formats like CSV and JSON
- No coding required with ready-to-use templates
- Advanced filtering options to target specific business categories
- Automatic handling of CAPTCHAs and other security measures
Conclusion
After reviewing all the options, the best yelp scraper is Apify because it offers comprehensive data extraction capabilities, reliable performance, and advanced customization options. Its ability to handle large-scale scraping tasks while maintaining accuracy and speed makes it stand out from other tools. The platform's user-friendly interface and robust features help businesses collect valuable Yelp data efficiently.