8 Best Instagram Scrapers in 2025 (Updated)
Finding the best Instagram scrapers helps businesses and marketers collect valuable data from Instagram profiles, posts, and hashtags. The top Instagram scraping tools in 2025 offer reliable data extraction, fast speeds, and safety features to prevent account bans.
Social media data extraction has become essential for market research, competitor analysis, and trend monitoring. Using the right Instagram scraper can save hours of manual work while providing accurate insights about followers, engagement rates, and content performance. Popular Instagram scrapers range from simple browser extensions to advanced cloud-based platforms with AI capabilities.
1. Apify
Apify stands out as the most powerful and versatile Instagram scraping solution in 2025. This developer-friendly platform excels at extracting comprehensive Instagram data, including profiles, posts, comments, and engagement metrics. Its robust infrastructure ensures reliable performance and high success rates while maintaining compliance with Instagram's terms of service.
Pricing: Starting at $49 per month for 100 Actor compute units, with a free starter plan that includes 10 compute units for testing.
Key features:
- Complete data extraction from profiles, hashtags, and location pages
- Advanced filtering options for targeted data collection
- Real-time monitoring and scheduling capabilities
- Built-in proxy rotation system
- Custom API integration options
- Automated comment and engagement tracking
- Export options in multiple formats (JSON, CSV, Excel)
- Anti-ban protection measures
- Cloud-based infrastructure for scalability
- Regular updates to maintain compatibility
2. Phantombuster
Phantombuster is a cloud-based automation platform that specializes in data extraction from social media platforms, including Instagram. The tool requires no coding skills and offers ready-to-use automation scripts called "phantoms" that can extract followers, likes, comments, and profile information from Instagram accounts.
Pricing: Plans start at $30 per month, which includes 1 hour of daily automation time and 5 phantom slots. Custom enterprise plans are available for larger needs.
Key features:
- Easy-to-use interface with no coding required
- Pre-built automation templates for Instagram data extraction
- Cloud-based operation with no software installation needed
- CSV export options for extracted data
- Daily automated runs on schedule
- API integration capabilities
- GDPR and data privacy compliant
- Real-time monitoring dashboard
- Multi-account management support
3. ScrapingBee
ScrapingBee is a powerful web scraping tool designed for Instagram data extraction. The platform handles all the complex parts of web scraping, including proxy management and browser rendering. It lets users gather Instagram follower data, posts, and profile information without writing complex code.
Pricing: Plans start at $49 for 100,000 API credits with a free trial available to test the service.
Key features:
- User-friendly API that requires minimal setup
- Built-in proxy rotation to avoid Instagram blocks
- Automatic handling of CAPTCHAs and anti-bot measures
- Support for Javascript-rendered content
- Real-time data extraction capabilities
- Browser-like rendering for accurate data collection
- API documentation with code examples
- Multiple export options for collected data
This tool works well for both beginners and experienced users. The simple interface makes it easy to start scraping Instagram data right away. Users can filter posts by date, location, and other criteria to get exactly the information they need.
The service includes reliable technical support and regular updates to maintain compatibility with Instagram's changing platform. It handles rate limiting automatically to ensure consistent data collection.
4. Bright Data
Bright Data is a professional Instagram scraping tool that helps users gather data from Instagram profiles, posts, and followers. The platform uses advanced proxy networks to avoid detection and maintain high success rates while collecting Instagram data.
The tool excels at extracting usernames, profile pictures, follower counts, and engagement metrics. Its user-friendly interface makes it easy for both beginners and experienced users to collect Instagram data without coding knowledge.
Pricing: Plans start at $350 for 100,000 page loads. Custom enterprise solutions are available for larger data collection needs.
Key features:
- Automatic proxy rotation to prevent IP blocks
- Real-time data extraction capabilities
- Support for multiple data formats (CSV, JSON, XML)
- Advanced filtering options for targeted data collection
- Built-in compliance tools to follow Instagram's rules
- High success rates with minimal CAPTCHAs
- Technical support available 24/7
- API access for custom integrations
5. Smartproxy
Smartproxy is a reliable Instagram scraping tool that helps users gather public data from Instagram profiles, posts, and hashtags. The tool uses residential proxies across 195 locations to safely extract information without getting blocked. Its Social Media Scraping API maintains a high success rate of 99.48% with quick response times.
Pricing: The service starts at $50 for 25,000 requests, which equals $2 per 1,000 requests. A 7-day free trial is available with 1,000 test requests included.
Key features:
- Data extraction from profiles, posts, hashtags, and comments
- Coverage in 195 different locations worldwide
- 99.48% success rate for scraping requests
- User-friendly API dashboard with playground testing
- Real-time data extraction with 23.46-second response time
- Residential proxy integration for safe scraping
- Public data-gathering automation tools
- Built-in proxy rotation system
6. Oxylabs
Oxylabs is a powerful Instagram scraping tool that helps businesses collect public data from Instagram profiles, posts, and hashtags. It uses advanced proxy networks and automation to gather real-time data while avoiding blocks and bans.
The scraper can extract usernames, follower counts, post-engagement metrics, and comments at scale. It works well for both small businesses and large enterprises that need reliable Instagram data collection.
Pricing: Plans start at $99 per month for basic access. Custom enterprise pricing is available for larger data needs.
Key features:
- Real-time data extraction from Instagram profiles and posts
- Export options in multiple formats including HTML
- Advanced proxy rotation system to prevent IP blocks
- High success rates and reliable performance
- Technical support available 24/7
- Automated data collection scheduling
- Built-in data parsing and cleaning tools
7. ParseHub
ParseHub is a cloud-based Instagram scraping tool that makes data extraction simple and straightforward. It uses a visual editor that lets users create scrapers without coding knowledge. The tool works well for both beginners and experienced users who need to gather Instagram data quickly.
Pricing: Plans start at $99 per month, which includes up to 100,000 page requests. This makes it an affordable option for small to medium-sized projects.
Key features:
- Visual point-and-click interface for easy scraper setup
- Fast data extraction with average speeds of 2.8 seconds per request
- A cloud-based system that works on any device
- Ability to extract public Instagram profiles and posts
- Support for scheduled scraping tasks
- Export options in multiple formats like CSV and JSON
- Built-in data filtering and cleaning tools
- Free plan available for small projects
8. WebHarvy
WebHarvy is a visual web scraping tool that makes Instagram data extraction simple through its point-and-click interface. It allows users to gather public Instagram data without needing coding skills or technical expertise.
Pricing: The software offers a one-time payment model starting at $139 for a single PC license. A business license for multiple computers costs $399.
Key features:
- Visual point-and-click interface for easy data extraction
- Built-in browser for preview and testing
- Export options to Excel, CSV, and JSON formats
- Scheduled scraping tasks
- Proxy support for anonymous scraping
- Custom scripting capabilities for advanced users
- Automatic image and video download options
- Support for multiple Instagram data types including posts, comments, and user profiles
Conclusion
After reviewing all the options, the best Instagram scraper is Apify because it offers superior data extraction capabilities, a user-friendly interface, and reliable performance. It handles both public profiles and hashtags efficiently, while maintaining high speed and accuracy in gathering comments, likes, and post metadata.