Are you looking for the best Instagram followers scraper? There are a lot of Instagram follower scraping tools available. But all are not good. Don’t worry. I’m going to reveal to you some IG follower scrapers that help you to get 100% accurate data. Let’s find out the best one.
8 Best Instagram Followers Scraper List
Bright Data is one of the renowned and best Instagram scrapers. Its Instagram Followers Scraper is a tool designed to extract data on Instagram followers. Including their usernames, profile images, follower count, and engagement metrics.
The tool can be helpful for businesses or individuals looking to analyze their competitors' follower base or find potential customers or influencers to connect with on the platform.
With its Instagram Followers Scraper, you can access millions of profiles 24/7 and scrape data from hashtags and followers.
This visual-based web scraping software is reliable, efficient, and easy to use, making it an ideal option for various users.
However, it's essential to note that social media platforms like Facebook and Instagram have strict regulations regarding web scraping.
Nevertheless, Bright Data provides solutions that adhere to legal and ethical practices, ensuring its clients stay on the right side of the law. So, it is the best Instagram followers Scrapers.
Apify enables developers to develop, deploy, and monitor tools for web scraping and browser automation. It is also a reliable Instagram scraping platform.
In other words, scraping bots are adjustable, accurate, and robust, making them reliable tools that adapt to a user's workflow as they grow.
Besides, it provides an Instagram Followers Scraper free tool. It also provides four premium plans.
You can extract Instagram data of your followers, including usernames, profile images, follower count, and engagement metrics.
It can be helpful for businesses or individuals looking to analyze their competitors' follower base or find potential customers or influencers to connect with on the platform. Also you can Apify details review.
So it is another best Instagram Followers scrapers in 2023.
SmartProxy is the best provider of high-quality proxies for safe and efficient internet browsing. It has an excellent Social Media Scraper API, which enables public data scraping from Instagram profiles.
With this feature, you can quickly obtain data from followers or following lists in CSV or Excel. You don’t need to worry about proxy areas, proxy types, IP whitelisting, or blocking.
Smartproxy's technically advanced live 56 followers have disrupted the proxy industry and provided users with an efficient and reliable solution for data scraping.
Businesses that want to benefit from the gold mine of public data on Instagram can now rely on Smartproxy's Instagram Followers Scraper to streamline their data collection process.
PhantomBuster is an all-in-one cloud-based data extraction software that simplifies lead generation campaigns.
It can scrape valuable data from all major websites and social media networks such as LinkedIn, Facebook, Instagram, and Twitter.
What's excellent about PhantomBuster is that even non-technical users can benefit from its automation tools to enrich data, send outreach campaigns, and integrate with other apps.
PhantomBuster's lead generation solutions can help teams save time and optimize their sales and marketing processes.
Besides, PhantomBuster provides an Instagram Followers Scraper among its many features.
This tool also extracts data from Instagram followers, hashtags, likers, commenters, and locations. So it is one of the best Instagram follower scrapers available.
Looking for an efficient solution for web scraping? ScraperAPI is the tool for you.
This web-scraping software provides an easy-to-use API call. It allows developers and IT companies to quickly and easily scrape HTML content from any web page.
Besides, ScraperAPI is an excellent tool for web scrapers who want to collect data from various websites, including Instagram.
With ScraperAPI, you can easily scrape Instagram data, including followers, following, commenters, and liker details.
This smart lead tool also allows you to extract public emails and contact phone numbers from Instagram followers. It can be incredibly useful for businesses.
Thus you can choose ScraperAPI as your Instagram followers extractor as well.
ScrapingBee is a web scraping API service that allows you to extract data from various websites, including social media platforms like Instagram.
It also provides a pool of rotating IP addresses and browser-like user agents that allow you to access web data anonymously and avoid detection.
Besides, you can easily set up web scraping tasks through simple API requests or a user-friendly dashboard. It can also handle complex tasks, such as pagination and login forms, making web scraping more efficient and reliable.
However, It is popular as an Instagram Followers Scraper. It allows you to extract data on Instagram followers, including usernames, profile images, follower count, and engagement metrics. So you can also use ScrapingBee to scrape your Instagram followers' data.
Octoparse is another best web scraping tool. This amazing tool allows you to extract data from websites without programming skills.
It features a visual point-and-click interface that lets you select the data you want to extract from a website and automate the scraping process.
Octoparse also provides features such as IP rotation, CAPTCHA solving, and pagination handling to ensure efficient and reliable scraping. The extracted data can be exported in various formats, including Excel, CSV, HTML, and JSON.
However, you can use Octoparse to extract data on Instagram followers, including usernames, profile images, follower count, and engagement metrics. You can also scrape the Instagram data in three simple steps.
So I recommend Octoparse as one of the best Instagram follower scrapers for beginners.
Crawlbase is one of the best All-In-One data crawling and scraping platforms. It allows you to extract data from various websites, including social media platforms like Instagram.
It offers a simple and easy-to-use interface. Thus, you can quickly extract data from the website and automate the scraping process.
Besides, you use its Scraper API to extract Instagram data, including media, hashtags, captions, location, and corresponding replies from Instagram posts.
You can also export the extracted data in various formats, including Excel, CSV, JSON, and XML. So it’d be a great tool to scrape Instagram followers for developers.
How to Scrape Instagram Followers?
You can scrape Instagram followers using web scraping tools or scripts to automate the process. Here's a general outline of how to scrape Instagram followers:
Select a web scraping tool that offers Instagram follower scraping capabilities. Some examples of these tools include Crawlbase, Octoparse, and ScrapingBee.
Once you select a tool, log in and sign up for an account.
Input the Instagram profile URL of the user whose followers you want to scrape.
Customize the scraping settings to ensure you only extract the data you need, such as usernames, profile images, follower count, and engagement metrics.
Now run the scraper and wait for the tool to finish extracting the data.
After that, export the data in a format of your choice, such as Excel, CSV, or JSON.
However, it's important to note that Instagram has terms of service prohibiting the automated scraping of user data.
Therefore, it's essential to use these tools ethically and responsibly and to comply with Instagram's terms of service.
How do you scrape Instagram followers with Python?
You can write a Python script to scrape Instagram followers with involves that utilize the Instagram API or web scraping techniques to extract the desired data. Let me share a general outline of how to scrape Instagram followers with Python:
Install the necessary libraries for web scraping or interacting with the Instagram API.
Use the requests library to send a GET request to the Instagram profile page of the user whose followers you want to scrape.
Now use a scraping tool to parse the HTML response and extract the relevant data, such as the usernames, profile images, follower count, and engagement metrics.
Otherwise, you can use the Instagram API to access your follower's data directly.
To do this, you must create an Instagram developer account, register an application, and obtain an access token.
Authenticate the requests to the Instagram API using the access token and send a request to the API endpoint for the user's followers.
Now parse the JSON response and extract the relevant data.
After that, store the extracted data in a format of your choice, such as a CSV or JSON file.
However, it's essential to note that using the Instagram API or web scraping to extract user data without their consent may violate Instagram's terms of service and result in legal consequences. So use these methods ethically and responsibly.
Discover More Instagram Scraping Tools
Do you find a suitable Instagram followers scraper for your business?
I’ve shared a list of the top 8 Instagram follower scrapers for 2023 in this review. It can help you grow your Instagram audience and engagement and gain valuable insights into your target audience.
These tools can scrape usernames, profile images, follower count, and engagement metrics.
Worthy of mentioning, social media platforms have strict regulations regarding web scraping. Adhering to legal and ethical practices while using these tools is also crucial.
So let’s scrape Instagram followers accordingly and grow our business.