The Best Instagram Scrapers in 2025

Instagram is one of the biggest social media platforms, with millions of users posting content daily. This makes it a valuable data source for marketers, researchers, and businesses. Whether you’re analyzing user behavior, spotting trends, or conducting market research, Instagram data can provide key insights. However, extracting this data can be tricky due to Instagram’s strict anti-scraping policies. That’s where Instagram scrapers come in. These tools help you collect publicly available information like usernames, followers, posts, and comments without breaking the rules. But not all scrapers are the same.

Choosing the wrong one can lead to slow speeds, poor data, or even getting blocked by Instagram. Here, we’ll walk you through the best Instagram scrapers, comparing them based on features, pricing, performance, and ease of use to help you make the right choice. So, let’s dive into the top Instagram scrapers.

5 Best Instagram Scrapers in 2025

Instagram scraping tools are essential for businesses and marketers looking to collect valuable insights. Here are the top 5 Instagram scrapers that offer efficiency, speed, and ease of use.

1. Bright Data

Bright Data is a leading web scraping platform that excels in providing extensive, customizable data collection services. Known for its premium performance and robust features, it’s a preferred choice for businesses and researchers who need reliable, large-scale Instagram data extraction. Bright Data’s Instagram scraper offers API access, pre-scraped datasets, geolocation targeting, and the ability to bypass restrictions with its Web Unlocker. 

Bright Data is perfect for complex data collection tasks. It provides structured data that is easy to analyze. With a high success rate and a wide range of data points, it ensures your scraping needs are met efficiently. Bright Data is also scalable, making it suitable for businesses of all sizes.

Key Features:

• Instagram Scraper API: This API provides endpoints for scraping data from profiles, posts, comments, and reels. Bright Data’s Instagram Scraper API enables users to collect various data points, such as follower count, bio, posts, and hashtags. It offers integration through API, which ensures flexibility for developers.
• Web Unlocker: To scrape more complex Instagram pages, the Web Unlocker automatically handles JavaScript rendering and bypasses restrictions. It works well for scraping posts and profiles requiring JavaScript content interaction.
• Pre-collected Instagram Datasets: Bright Data offers ready-made datasets, which can be a good choice for users who don’t want to build their scraper. These datasets contain various Instagram data points and can be customized based on specific needs.
• Geolocation Targeting: The service allows for geo-targeting so that you can scrape Instagram data from specific regions or cities. This is helpful for businesses focusing on regional trends or competitor analysis.

2. Zyte

Zyte is a highly efficient web scraping service that extracts data from dynamic websites, including Instagram. The platform provides an Instagram-specific scraper API that lets users gather valuable data such as profiles, posts, followers, and comments while bypassing Instagram’s anti-bot measures. 

Zyte is known for its fast scraping abilities, with an average response time of just a few seconds. It also offers proxy management and JavaScript rendering, which improve its scraping efficiency. Zyte is ideal for real-time data collection and handling large scraping tasks. Its reliability, speed, and ease of use make it a great choice for businesses and marketers.

Key Features:

• Zyte API: Zyte provides a versatile API that can be used for Instagram scraping. It supports automatic IP rotation, retries, and ban detection, which are crucial when scraping platforms like Instagram.
• Proxy Management: Zyte has robust proxy management features that prevent users from getting blocked by Instagram’s anti-scraping measures. This includes residential proxies, which are harder to detect than data center proxies.
• Speed: Zyte stands out for its fast response times, with an average of 2.63 seconds during our tests.
• Custom Scripting: For advanced users, Zyte provides the ability to create custom scripts for scraping Instagram, which can be particularly useful for tailored scraping needs.

3. Nimbleway

Nimbleway is an emerging AI-powered web scraping service offering a sophisticated Instagram data collection solution. Nimbleway helps users bypass Instagram’s advanced anti-scraping mechanisms while maintaining high success rates. The service provides residential proxies and geolocation targeting, allowing for precise data extraction from specific regions. 

Nimbleway’s AI-powered scraper is designed to handle complex data extraction tasks, ensuring you can efficiently collect Instagram profiles, posts, comments, and follower data. Nimbleway is an excellent option for users seeking an advanced, automated scraping solution for Instagram.

Key Features:

• AI-Based Scraping: Nimbleway leverages artificial intelligence to enhance the scraping process. The AI is trained on HTML structures, which allows it to scrape data more efficiently and with fewer errors.
• Residential Proxies: Nimbleway uses residential proxies, ideal for bypassing Instagram’s anti-bot mechanisms. These proxies are often more reliable than datacenter proxies.
• Geolocation Targeting: The service supports over 150 countries and allows users to target specific states and cities.
• High Success Rate: During our tests, Nimbleway achieved a 99.97% success rate, one of the highest among Instagram scrapers.

4. Smartproxy

Smartproxy is a user-friendly and cost-effective Instagram scraping solution that stands out for its flexibility and performance. Designed to provide efficient data extraction from Instagram, Smartproxy offers a dedicated scraping API that allows users to gather insights from Instagram profiles, posts, followers, and comments. 

The tool supports unlimited concurrency and advanced proxy management to ensure seamless scraping without getting blocked by Instagram’s anti-bot systems. With a high success rate and fast response times, Smartproxy delivers reliable results at an affordable price. Ideal for small to medium-sized businesses and marketers, Smartproxy provides the perfect balance of affordability and functionality for Instagram data extraction.

Key Features:

• Social Media Scraping API: Smartproxy provides a specialized API explicitly designed for social media platforms like Instagram and TikTok. This API allows users to scrape publicly available data, such as usernames, posts, hashtags, and followers.
• HTML Parsing: Smartproxy includes an HTML parser, which helps extract structured data from Instagram pages.
• Flexible Integration: Users can integrate the scraper as a proxy server or use one of the two available API methods (synchronous or asynchronous). The synchronous approach provides real-time data, while the asynchronous method allows for delayed data retrieval via webhook.
• Geolocation Targeting: The tool supports geolocation targeting with 195 locations, making it versatile for businesses targeting specific regions.

5. ScraperAPI

ScraperAPI is a straightforward web scraping service that simplifies extracting data from Instagram and other websites. Offering a general-purpose scraping API, ScraperAPI allows users to gather Instagram data, including profiles, posts, followers, and comments, without the need for complex configuration. 

The platform features automatic proxy rotation and supports geolocation targeting for specific regions. ScraperAPI’s free plan is perfect for smaller scraping projects, and its pay-as-you-go model offers affordability for users with varying data extraction needs. While the success rate is slightly lower than some other services, ScraperAPI’s simplicity and cost-effectiveness make it a solid choice for those with light-to-moderate Instagram scraping needs.

Key Features:

• Web Scraping API: ScraperAPI supports Instagram scraping through its web scraping API. The API allows users to scrape data from Instagram profiles, posts, and comments.
• IP Rotation: The platform uses automatic IP rotation to ensure your scraper does not get blocked by Instagram’s anti-bot measures.
• Geolocation: ScraperAPI offers targeting for 12 countries, with the option to expand to more than 50 upon request.
• Free Trial: Users can get 1,000 free credits per month, making it an accessible option for light users or small projects.

Conclusion

The best Instagram scraper for you will depend on your specific needs, budget, and the level of customization you require. Bright Data remains the best choice for large-scale, business-critical scraping tasks, while tools like Zyte and Nimbleway offer speed and flexibility for more advanced users. Smartproxy and ScraperAPI are excellent budget-friendly options for smaller projects or those just starting.

No matter which tool you choose, comply with Instagram’s terms of service and scraping policies to avoid potential issues.