As a social media marketer, staying on top of trends, competitors, and influencer data can be overwhelming. Instagram is a goldmine for tracking trends, researching topics, and analyzing competitors, but doing all that manually can take a lot of time.
That's where Instagram scraper tools come in. These tools quickly gather posts, profiles, hashtags, and more, saving you hours of work.
Whether you're a marketer, researcher, or just curious, the right scraper can make a huge difference. In this guide, we'll explore some of the best Instagram scrapers for 2025 and explain what makes them helpful.
Let’s dive in.
What Is an Instagram Scraper?
An Instagram scraper is a tool that automates the collection of publicly available data from Instagram. These tools extract information such as posts, hashtags, follower counts, comments, and likes, helping users analyze trends, monitor competitors, or optimize marketing campaigns. By automating data collection, Instagram scrapers eliminate manual effort and enable users to scale their data-gathering efforts efficiently.
List of Best Instagram Scrapers of 2025
1. Bright Data
Bright Data is a market leader in Instagram scraping, offering a highly reliable solution for extracting data from the platform. With its robust proxy network and customizable scraping tools, users can gather data such as follower details, post-engagement metrics, and hashtag performance. Bright Data ensures high success rates even on complex scraping tasks.
Its advanced features allow users to bypass Instagram’s anti-scraping mechanisms, making it suitable for large-scale projects and real-time monitoring.
Key Features:
- Large Proxy Network (Residential, Mobile, Datacenter)
- AI-Based Unblocking to bypass IP bans & captchas
- Web Scraper IDE for custom scraping setups
- Real-Time Data Extraction at scale
Pricing:
Bright Data offers an Instagram Scraper API with a pay-as-you-go plan at $1.5 per 1,000 records. They also have a Growth plan at $499 per month, reducing the cost to $0.95 per 1,000 records.
Pros
- Vast proxy network for seamless data access.
- Highly customizable scraping options.
- Excellent for large-scale data extraction.
- Bypasses Instagram’s anti-scraping measures effectively.
- Reliable real-time data collection.
- Suitable for influencer analysis and hashtag tracking.
- Comprehensive documentation and support.
Cons
- Premium pricing is ideal for enterprises.
- Requires technical expertise for setup.
2. Smartproxy
Smartproxy offers an affordable and efficient Instagram scraping solution, leveraging rotating residential proxies to ensure smooth operations. Its easy-to-use platform is perfect for small to medium-sized businesses looking to track competitors, analyze hashtags, or monitor post engagement.
With Smartproxy, users can extract accurate data without worrying about IP bans or rate limits. Its affordability and ease of use make it a great choice for beginners and small-scale projects.
Key Features:
- Affordable Pricing for small to mid-scale projects
- Rotating Residential Proxies to avoid detection
- Easy-to-Use Dashboard with simple API integration
- Fast Data Extraction for profiles, posts, hashtags
Pricing:
Smartproxy provides a Social Media Scraping API with pricing starting from $1.2 per 1,000 requests
Pros
- Affordable pricing for small and mid-sized users.
- Reliable residential proxies for uninterrupted scraping.
- User-friendly platform with minimal setup.
- Supports multiple scraping tasks like post and hashtag tracking.
- High success rate in bypassing IP bans.
- Flexible plans tailored to different needs.
- Great for small to medium-scale projects.
Cons
- Limited features for advanced users.
- No built-in scraper; requires third-party tools
3. Oxylabs
Oxylabs is a premium solution for Instagram scraping, offering a large pool of residential and mobile proxies alongside AI-powered tools. Its technology enables users to bypass Instagram’s restrictions and scrape large volumes of data efficiently. Oxylabs is ideal for businesses requiring enterprise-level data collection.
This tool is particularly effective for influencer tracking, audience analysis, and competitor research, making it a top choice for large-scale operations.
Key Features:
- Massive Proxy Pool for high-volume scraping
- AI-Powered Scraper API with high success rates
- Structured JSON Output for easy data processing
- Advanced Bypassing Tech to avoid rate limits
Pricing:
Oxylabs offers a Web Scraper API suitable for social media platforms, with plans starting at $49 per month
Pros
- Large proxy pool for reliable access.
- AI-driven tools for improved data accuracy.
- Excellent for enterprise-level scraping tasks.
- High-speed data extraction for large-scale projects.
- Supports dynamic content scraping.
- Customizable features for targeted data collection.
- Enterprise-grade support and resources.
Cons
- Expensive, suited for professional users.
- Requires technical expertise for advanced setups.
4. Apify
Apify provides a cloud-based Instagram scraping solution with pre-built scrapers for posts, hashtags, and user profiles. Its intuitive platform eliminates the need for local installations, enabling users to start scraping immediately. Apify supports exporting data in formats like JSON, CSV, and Excel for easy integration into workflows.
This tool is perfect for small to medium-sized businesses looking for a scalable and straightforward scraping solution.
Key Features
- Cloud-Based Scraper (no need to run on your computer)
- No Coding Needed – point & click interface
- Pre-built scraper Templates for quick setup
- Pay-as-You-Go Pricing – good for occasional use
Pricing:
Apify provides various Instagram scrapers with pricing models, such as $0.40 per 1,000 Instagram posts and $0.50 per 1,000 results.
Pros
- Cloud-based platform with no local installation required.
- Pre-built scrapers for Instagram-specific data.
- Easy to set up and use, even for beginners.
- Exports data in multiple formats.
- Good for post and hashtag analysis.
- Scalable for small to medium projects.
- Affordable pricing plans.
Cons
- Limited capabilities for large-scale operations.
- Premium plans can be costly for high-volume users.
5. ParseHub
ParseHub offers a visual scraping tool that simplifies Instagram data extraction. Its point-and-click interface makes it accessible to non-technical users, while its ability to handle dynamic content ensures accurate data collection. ParseHub supports scheduling, allowing users to automate recurring scraping tasks.
This tool is ideal for individuals and small businesses looking for an affordable and user-friendly solution.
Key Features:
- Point-and-Click Interface (no coding required)
- Works on Dynamic Websites like Instagram
- Desktop-based for local data extraction
- Free Plan Available for basic scraping needs
Pricing:
ParseHub is a visual data extraction tool that offers a free tier with limitations and paid plans starting at $149 per month
Pros
- No coding skills are required.
- Point-and-click interface for easy setup.
- Handles dynamic content like scrolling and pop-ups.
- Supports scheduled scraping tasks.
- Affordable for individuals and small businesses.
- Exports data in common formats like CSV and Excel.
- Great for hashtag and post analysis.
Cons
- Limited scalability for large projects.
- Lacks advanced customization options.
6. WebHarvy
WebHarvy is a visual scraper that allows users to collect data from Instagram using a simple point-and-click interface. It is ideal for users who need to scrape posts, comments, and user profiles without writing code. The tool supports scheduling, making it suitable for recurring scraping tasks.
WebHarvy is best suited for small-scale projects or individuals looking for a straightforward scraping solution.
Key Features:
- User-Friendly Visual Scraper
- One-Time Purchase (no monthly fees)
- Good for Small-Scale Scraping
- No Proxy Integration (may get blocked easily)
Pricing:
WebHarvy is a visual web scraping software with a one-time license fee, though specific pricing details are not provided on their website
Pros
- Intuitive point-and-click interface.
- No coding skills are required.
- It supports the scraping of posts, comments, and user profiles.
- Allows scheduling for automated scraping.
- Affordable pricing for casual users.
- Good for small businesses and personal projects.
- Reliable performance for basic tasks.
Cons
- Not ideal for large-scale scraping.
- Limited support for advanced configurations.
7. ScraperAPI
ScraperAPI is a versatile tool for Instagram scraping. It offers automatic proxy rotation, CAPTCHA solving, and session management. It integrates seamlessly with existing scraping frameworks, making it a great choice for developers and businesses with specific technical needs.
This tool excels in handling complex websites and provides scalable solutions for users with varying project sizes.
Key Features:
- Handles Proxies, Captchas & Bans Automatically
- Supports JavaScript Rendering for dynamic content
- API-Based Scraper – ideal for developers & automation
- High Request Limits – scalable for large data extraction
Pricing:
ScraperAPI Pricing – Hobby: $49/month, Startup: $149/month, Business: $299/month, Enterprise: Custom pricing.
Pros
- Automatic proxy rotation and CAPTCHA solving.
- Easy integration with popular scraping tools.
- Scalable solution for small and large projects.
- Affordable usage-based pricing model.
- Supports complex and secure websites.
- High-speed and reliable performance.
- Great for technical users and developers.
Cons
- Requires some technical knowledge.
- No built-in scraper; relies on external tools.
8. Phantombuster
Phantombuster is a versatile automation tool that includes Instagram scraping capabilities. It offers pre-built workflows to extract data from posts, comments, hashtags, and profiles. The platform’s cloud-based nature eliminates local installation, and its API allows integration with other tools.
Phantombuster is suitable for small to medium-sized projects focused on automation and efficiency.
Key Features:
- Pre-Built Instagram Scrapers – easy setup, no coding required
- Cloud-Based Automation – runs without needing your computer
- Extracts Followers, Posts, Comments & Hashtags
- Can Automate Engagement (Likes, Comments, Messages)
Pricing:
PhantomBuster offers an Instagram Profile Scraper with pricing based on monthly execution time and the number of Phantoms (automation tools) you can use simultaneously. Specific plan details are available on their website.
Pros
- Pre-built workflows for Instagram scraping.
- Cloud-based platform with no setup required.
- Supports scraping posts, hashtags, and profiles.
- API integration for advanced use cases.
- Affordable pricing for small businesses.
- Ideal for automated and recurring tasks.
- Great for non-technical users.
Cons
- Limited scalability for large operations.
- Premium features require higher-tier plans.
9. InstaScraper
InstaScraper is a specialized tool for Instagram scraping, focusing on extracting data like follower counts, post details, and comments. It offers simple integration options and supports export in multiple formats, making it ideal for lead generation and competitor analysis.
This tool is perfect for businesses looking for a dedicated Instagram scraping solution.
Key Features:
- Python-Based Scraper – open-source & customizable
- Extracts User Profiles, Posts & Engagement Data
- Good for Small-Scale Scraping (not ideal for large projects)
- Requires Proxies for Avoiding Bans
Pricing:
InstaScraper specializes in extracting emails from Instagram profiles, offering plans starting at $49 per month for 1,000 emails.
Pros
- Specializes in Instagram-specific data extraction.
- Simple and intuitive interface.
- Exports data in CSV, JSON, and Excel formats.
- Great for lead generation and analysis.
- Affordable pricing for dedicated users.
- Reliable for small to medium-sized projects.
- Good customer support.
Cons
- Limited features compared to multi-platform tools.
- Not suitable for highly complex scraping needs.
Why Use an Instagram Scraper?
Instagram scrapers offer several key benefits:
FAQs
1. Is Instagram scraping legal?
Instagram scraping is generally legal for publicly available data, but scraping private data or violating Instagram’s terms of service can result in penalties. Ensure compliance with local laws and platform policies.
2. What data can I scrape from Instagram?
Instagram scrapers can extract posts, hashtags, comments, follower data, likes, and engagement metrics. The specific data depends on the tool’s capabilities and Instagram’s accessibility.
3. Do I need proxies for Instagram scraping?
Yes, proxies are essential to avoid IP bans and bypass rate limits. Rotating proxies ensures uninterrupted access during scraping tasks.
4. Are free Instagram scrapers reliable?
Free scrapers may work for basic tasks but often lack reliability, speed, and advanced features. Paid tools offer better scalability, security, and support for professional use.
Quick links:
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Conclusion
Instagram scrapers are indispensable tools for businesses, researchers, and marketers seeking valuable insights from the platform. For 2024, Bright Data, Smartproxy, and Oxylabs will lead the market in terms of their reliability and scalability.
Tools like Apify, ParseHub, and WebHarvy offer affordable and user-friendly alternatives for smaller projects. When choosing an Instagram scraper, consider your technical expertise, budget, and data requirements to select the perfect tool for your needs.
