8 Best Instagram Followers Scraper in 2025

   By: Jayden Sprent
Updated December 22, 2024
Instagram Followers Scraper

Instagram has become the hub of brand engagement on social media, offering a goldmine of data for businesses aiming to target the right audience. Yet, manually filtering this vast information is tedious and time-consuming. That’s where Instagram Followers Scrapers step in.

This guide highlights the 8 Best Instagram Followers Scraping Tools of 2025, helping you find the perfect solution to streamline your data extraction and grow your business efficiently!

Are Instagram Followers Scrapers Effective?

Absolutely! Instagram Followers Scrapers are highly effective tools for extracting valuable data from Instagram. Sorting through the vast sea of images, captions, and hashtags manually is challenging, but scrapers simplify and streamline this process.

Key benefits include:

  • Targeted Insights: Convert follower data into actionable demographics, behavior patterns, and customer insights.
  • Enhanced Marketing: Provide marketers with critical data to refine strategies and boost engagement.
  • Efficient Analysis: Empower users to uncover trends and analyze data that would otherwise remain hidden.

Whether you're optimizing your marketing strategies or conducting in-depth research, Instagram Followers Scrapers are invaluable for extracting and utilizing data effectively.

KINDS OF INSTAGRAM FOLLOWERS SCRAPERS:

Though many tools are available for data extraction, the kind of scraper required depends on your specific business needs. It is also dependent upon the budget, project duration, category, and project size. The Instagram Followers Scrapers can be sub-classified into three categories:

  • No-Code Scrapers: No-code scrapers simplify data collection with a click-based approach and pre-made templates, eliminating the need for programming skills. These tools feature a user-friendly interface, customizable extraction, and easy data export. Ideal for basic tasks, they streamline workflows but may be slow for complex operations.
  • Web scraping APIs: API-based scrapers use direct API calls to integrate with target platforms, managing proxies, anti-detection measures, and headless browsers. Efficient and versatile, these tools are ideal for diverse scraping needs, offering productivity and reliability for various projects.
  • Custom-built scrapers: Custom-built scrapers, often used for advanced tasks, are built with web scraping libraries. They offer control over specific scraping aspects, including data retrieval and cleaning, but require managing site elements and proxies independently.

8 BEST INSTAGRAM FOLLOWERS SCRAPER IN 2025:

IG SCRAPER

PRICING 

SPEED

TYPE OF SCRAPING TOOL

BRIGHT DATA

Micro Package: $10 a month
Growth: $499 a month
Business: $999 a month

High

Residential

APIFY

Scale plan: $499 a month
Business: $999 a month
Enterprise: Custom-made

High

Platform

SMART PROX

For 100 GB: $3/GB
For 250 GB: $4/GB
For 500 GB: $3.5/GB

High

Proxy

PHANTOM BUSTER

Starter plan:$56 per month 

Pro plan:$128 per month 

Team plan:$352 per month

High

Automation

SCRAPER API

Subscription plan: $49 a month 

Business plan: $299 a month 

Custom made

Medium

API

SCRAPING BEE

Freelance: $49

Startup: $99

Business: $249

Business+: $599

High

API

OCTOPARSE

Monthly plan: $29 for basic
Standard plan:$75
Professional plan: $249
Enterprise plan: custom-made

High

API

CRAWLBASE

Starter plan: for $29 a month Advanced plan: for $79 a month
Professional plan: for $149 a month

Medium

PLATFORM

Here is a list of Best Instagram Followers Scrapers in 2025 to give your business an edge over others:

1. Bright Data

Instagram Followers Scraper API

Bright Data's Instagram Followers Scraper is a powerful tool for gathering detailed insights, including usernames, profile pictures, follower counts, and engagement metrics. Ideal for competitor analysis, influencer identification, and customer research, it offers round-the-clock access to millions of profiles.

Key features include:

  • User-Friendly Interface: No-code solution with pre-configured templates.
  • API Integration: Smooth data fetching and processing.
  • Geo-Targeting: Access location-specific data effortlessly.
  • High Efficiency: Impressive concurrency for multiple extractions.

Perfect for businesses aiming for in-depth market research, this scraper ensures speed, efficiency, and reliability. Get it now to stay ahead in your market analysis!

Pricing Strategy:

Individuals can choose how they wish to pay; this could be usage-based, subscription-based, or customized enterprise plans:

  • Usage-based: $8.4/GB, no commitment, pay as you go
  • Micro Package: $10 a month
  • Growth: $499 a month
  • Business: $999 a month

2. PhantomBuster

Phantom Buster is a versatile cloud-based tool for data extraction, ideal for lead generation and mining valuable information from platforms like LinkedIn, Facebook, Instagram, and Twitter.

Key features include:

  • User-Friendly Tools: Suitable for both technical and non-technical users.
  • Data Enrichment & Outreach: Simplifies marketing and application integration.
  • API Endpoints: Easy setup and management of scraping tasks.
  • Instagram Capabilities: Extract data from followers and locations.
  • Residential & Rotating Proxies: Ensure high anonymity, reliability, and uninterrupted scraping.

With its robust features, Phantom Buster is an excellent choice for businesses seeking efficient and secure data extraction.

Pricing strategy:

The pricing varies based on the customer’s preferences. They have

  • Starter plan: $56 per month
  • Pro plan: $128 per month
  • Team plan: $352 per month

3. Apify

Apify for IG Followers Scraping

Apify provides an ideal platform for developers to build, launch, and manage web scraping and browser automation projects, making it a reliable choice for Instagram scraping.

Key features of its IG Followers Extractor:

  • Comprehensive Data Extraction: Collects usernames, profile photos, follower counts, and engagement metrics, perfect for competitor analysis.
  • Pre-Configured Templates: Easy-to-use, even without programming knowledge.
  • High-Volume Capability: Efficient for extensive data collection.
  • Custom Proxy Support: Tailored proxy settings for enhanced scraping flexibility.

With its robust features and versatility, Apify stands out as a top Instagram followers scraper for 2025. Perfect for businesses aiming to scale their data collection efforts.

Pricing strategy:

Monthly plans start from $49, and a $5 platform credit will allow you to use the free tier as well. They also have:

  • Scale plan: $499 a month
  • Business plan: $999 a month

4. SmartProxy

Instagram followers Data scraper- smartproxy

Smart Proxy offers top-tier proxy services, ensuring secure and efficient web scraping. Its Social Media Scraper API is tailored for extracting data from Instagram profiles, with outputs in formats like CSV or Excel.

Key features:

  • Advanced Data Extraction: Gathers follower details seamlessly.
  • User-Agent Spoofing: Mimics requests from different browsers for enhanced anonymity.
  • Session Management: Maintains login continuity with session cookies.
  • Error Handling: Retry logic for failed requests and robust logging for debugging.
  • Hassle-Free Use: Simplifies proxy configurations and bypasses blockages.

With cutting-edge technology, Smart Proxy's IG Followers Scraper is a vital business tool for efficient data collection. Don’t miss the chance to elevate your market research efforts—get it now!

Pricing strategy:

Their pricing is quite customizable with the following:

  • For 100 GB: $3/GB
  • For 250 GB: $4/GB
  • For 500 GB: $3.5/GB

5. ScraperAPI

ScraperAPI

ScraperAPI offers a powerful and accessible scraping solution, ideal for developers and IT firms to extract HTML content from any webpage, including Instagram.

Key features:

  • Automatic Proxy Rotation: Prevents detection and blocking for seamless scraping.
  • JavaScript Rendering: Handles complex Instagram content for comprehensive data collection.
  • Captcha Handling: Ensures uninterrupted scraping by bypassing verification challenges.
  • HTTPS Encryption: Guarantees secure and private data transfers.
  • High Reliability: Boasts 99.9% uptime for consistent performance.
  • User-Friendly Documentation: Simplifies setup and usage for all skill levels.

With its advanced features and ease of use, ScraperAPI is a top choice for extracting Instagram follower data efficiently and securely.

Pricing strategy:

Their packages start from $49 a month; individuals can also choose from: 

  • Custom plan (for enterprises): made with contact to sales department  
  • Subscription plan: $49 a month
  • Business plan: $299 a month
  • Hobby plan: can be customized to fit individual needs

6. ScrapingBee

ScrapingBee Instagram followers scraper

Scraping Bee is a specialized API service for web scraping, optimized for Instagram data extraction with features that ensure efficiency and anonymity.

Key features:

  • Browser Rendering: Handles complex, JavaScript-heavy content with headless browsers.
  • IP Rotation: Automatically rotates IPs to prevent bans and ensure seamless scraping.
  • CAPTCHA Bypass: Maintains uninterrupted access to Instagram.
  • Location-Specific Proxies: Access region-specific data using targeted proxy IPs.
  • Custom Headers & Cookies: Mimics genuine user behavior to avoid detection.
  • Advanced Capabilities: Supports pagination and login form handling for detailed data extraction.

With its robust and versatile features, Scraping Bee is a top choice for efficient Instagram follower scraping, making it a go-to tool for businesses and developers.

Pricing strategy:

You can choose from the following monthly plans:

  • Freelance: $49 
  • Startup: $99
  • Business: $249
  • Business+ : $599+

7. Octoparse

Octoparse Instagram followers scraper

OctoParse is an advanced web scraping software with a visual interface, ideal for non-programmers seeking efficient data extraction solutions.

Key features:

  • User-Friendly Interface: Visual design simplifies scraping for beginners.
  • Advanced Targeting: Utilizes XPath and Regex for precise data extraction.
  • Seamless Functionality: Handles IP rotation, CAPTCHA solving, and pagination management.
  • Data Export Options: Supports multiple formats for exporting scraped data.
  • Cloud Storage: Offers secure storage for easy access and management of data.

With its powerful tools and ease of use, OctoParse streamlines Instagram follower scraping, making it a valuable asset for businesses and individuals.

Pricing strategy:

They have a free plan that enables you to perform ten tasks, the monthly packages start from $75. However, users can opt for the following:

  • Monthly plan: $29 for basic
  • Standard plan: $75
  • Professional plan: $249
  • Enterprise plan: custom-made with the sales department
Crawlbase Instagram followers scraper

Crawlbase is a robust platform for data crawling and scraping, offering seamless extraction of diverse Instagram data such as photos, hashtags, captions, and locations.

Key features:

  • Intuitive Interface: Simplifies the collection of Instagram content via an easy-to-use API.
  • Proxy Integration: Utilizes residential, mobile, and data center proxies to avoid IP bans.
  • Export Options: Supports data export in formats like JSON, CSV, Excel, or databases for analysis and integration.
  • Versatility: Ideal for developers and businesses aiming to mine Instagram follower data efficiently.

With its powerful features and flexible options, Crawlbase is a reliable solution for comprehensive Instagram data extraction.

Pricing strategy:

The plans start as low as:

  • Starter plan: for $29 a month
  • Advanced plan: for $79 a month
  • Professional plan: for $149 a month

Frequently Asked Questions

1. Which tool is used to scrape Instagram Followers?

    Web scraping tools or APIs are used to scrape Instagram Followers.

2. What is the purpose of Instagram Followers Scraper?

The purpose of Instagram followers scraper is to target the right                           audience by analyzing trends and consumer interests.

3. Is it legal to scrape Instagram Followers?

Instagram is not in favor of scraping data like any social media platform,  however there is no prohibition against it as well. You are allowed to scrape the public data. But regarding personal accounts there are still a lot of gray areas that must be cross-checked with.

Discover More Instagram Scraping Tools

Summary

Getting your hands on the best Instagram scraper can be perplexing. But, if you choose any of these tools, you will not regret your decision. The tool helps gain core competency as your business would largely focus only on its target audience via geolocation scraping. 

As a result, your business will be able to establish a larger market share in the designated industry. 

So, hurry up and get your hands on the best IG followers extractor before your rival business outshines your idea! 

Ask Your Questions

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Jayden Sprent is a tech enthusiast renowned for his expertise in web scraping, proxies, and VPNs. Originating from Pennsylvania, USA, Jayden's journey in technology began early, evolving into a career marked by a profound understanding of web development. Specializing in ethical and efficient data extraction, he navigates the complexities of proxies and VPNs with finesse. Jayden's commitment to responsible tech practices shines through, advocating for privacy and staying at the forefront of industry advancements. A collaborative figure, he shares knowledge through mentoring and public speaking, making a lasting impact on the tech community. In the fast-paced tech landscape, Jayden Sprent is a versatile professional, leaving an indelible mark on digital innovation.  

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