Instagram
Scraping Teardown
Find out everything you need to know to reliably scrape Instagram,
including scraping guides, Github Repos, proxy performance and more.
Instagram Web Scraping Overview
Instagram implements multiple layers of protection to prevent automated data extraction. This section provides an overview of its anti-bot systems and common challenges faced when scraping, along with insights into how these protections work and potential strategies to navigate them.
Scraping Summary
Instagram is a popular social media platform which allows users to share images and videos. It has a significant amount of data and therefore a popular target for web scraping. However, Instagram uses sophisticated anti-scraping mechanisms such as blocking suspicious IP addresses and excessive requests to protect its data. Navigating these features requires advanced web scraping techniques and tools. Web scraping Instagram involves dealing with Login, navigating through complex and dynamic JavaScript and handling AJAX calls. As a result, scraping Instagram present challenges both from an access (proxies, anti-scraping mechanisms, data behind login) and parsing (dynamic CSS, AJAX) perspective.
Best Instagram Proxies
Proxy statistics and optimal proxy providers for scraping Instagram. Learn which proxy types work best, their success rates, and how to minimize bans with the right provider.
Proxy API Providers
Compare the top proxy API providers for scraping Instagram. See which providers offer the best performance, success rates, and value for your web scraping needs.
ScrapeOps Proxy API Aggregator
Use over 20+ web scraping proxy API providers from a single proxy port. The ScrapeOps Proxy API Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.
Proxy API Performance Comparisons
We're working on bringing you comprehensive proxy API provider comparisons for Instagram. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best proxy API provider for scraping Instagram.
Residential Proxy Providers
Compare the top residential and mobile proxy providers for scraping Instagram. See which providers offer the best performance, success rates, and value for your web scraping needs.
ScrapeOps Residential Proxy Aggregator
Use over 20+ residential & mobile proxy providers from a single proxy port. The ScrapeOps Residential Proxy Aggregator automatically selects the best-performing and most cost-effective provider for each request, continuously monitors performance, and switches providers if one gets blocked. Never worry about CAPTCHAs or bans again—we handle it all automatically.
Residential Proxy Performance Comparisons
We're working on bringing you comprehensive residential and mobile proxy provider comparisons. Check back soon for detailed statistics, performance metrics, side-by-side comparisons, and recommendations to help you choose the best residential proxy provider for scraping Instagram.
Instagram Anti-Bots
Anti-scraping systems used by Instagram to prevent web scraping. These systems can make it harder and more expensive to scrape the website but can be bypassed with the right tools and strategies.
Instagram Custom Anti-Bot
Instagram uses their own custom built anti-scraping system designed to hamper and/or prevent web scraping. Instagram uses a combination of techniques to detect and block scrapers. Instagram's protections can be bypassed using a number of techniques.
Instagram Data
Explore the key data types available for scraping and alternative methods such as public APIs, to streamline your web data extraction process.
Data Types
No data types found
Public APIs
API Description
Instagram's public API facilitates user profile, media, and comments access. The API is highly limited, for instance, users cannot access messages, followers, and other private data. Additionally, certain operations, such as following and unfollowing users, liking photos, and posting content, are not enabled through the API.
Access Requirements
In order to use the Instagram API, developers must register an application, adhere to Community Guidelines and follow special rules around data usage.
API Data Available
Why People Use Web Scraping?
Developers turn to web scraping for Instagram due to a lack of access to all desired data through the API. Although the API does provide access to basic profile data and media, the API does not provide access to a user's full public feed, their followers, messages, or other highly sought-after data.Furthermore, people resort to web scraping to perform actions that are disallowed via the API. Activities such as automating the process of liking photos, following users, or posting comments cannot be done through their API, hence the reason why developers resort to web scraping.
Instagram Web Scraping Legality
Understand the legal considerations before scraping Instagram. Review the website's robots.txt file, terms & conditions, and any past lawsuits to assess the risks. Ensure compliance with applicable laws and minimize the chances of legal action.
Legality Review
Instagram's robots.txt file and Terms of Service jointly reflect a restrictive stance on automated access. Instagram appears to provide limited leeway for automated crawling in specific cases, such as access to their api/graphql/ path by Adsbot; however, these are exceptions rather than the rule. Their terms explicitly forbid automated data collection without prior authorization. Though not an absolute legal barrier, these serve as the platform's expectations which could influence disputes, and public content scraping is generally considered legalized in many jurisdictions unless it involves bypassing access or authentication controls.
The legal risks associated with web scraping typically emerge from accessing content secured behind logins, collecting personal data, and circumventing platform controls. In the context of Instagram, these risks are further accentuated as users generally explicitly consent to their terms during account setup, and bypassing measures such as logins, rate limiting, or CAPTCHAs are strictly forbidden. Therefore, when scraping publicly available content, developers must pay close attention to respectful crawling, avoiding sections that are protected as specified by robots.txt, and mindful handling of any personal or copyright protected data, while complying with Instagram's scraping restrictions unless authorized or done through their official APIs.
Instagram Robots.txt
Does Instagram robot.txt permit web scraping?
Summary
The robots.txt file for Instagram indicates a complex interplay between access permissions for automated crawlers. It includes various Disallow: / and Disallow: /<user> directives that create restrictions on main and user-specific sections of the website. These rules are generally applicable to all user agents as defined under User-agent: *, albeit with a few different paths being disallowed for specific bots like Adsbot.
Yet, there are instances where certain paths are allowed but under specific conditions. The allowances include an example such as Allow: /api/graphql/ for Adsbot. These sections might gain selective access depending on the bot's identity. On the whole, Instagram’s robots.txt embodies a stance that permits limited access under specific conditions for web scraping. Despite this, there are clear restrictions in place, limiting the data availability for standard web scrapers.
Instagram Terms & Conditions
Does Instagram Terms & Conditions permit web scraping?
Summary
The terms of service for Instagram include explicit statements about automated access and data extraction. The terms state:
"You may not access or collect data from our Products using automated means (without our prior permission) or attempt to access data you do not have permission to access."
This covers scraping, crawling, or other automated collection across both public pages and logged-in areas unless prior permission is granted. While enforceability can depend on whether a user has explicitly agreed (for example, by creating an account or otherwise assenting to the terms), Instagram/Meta frames this restriction as broadly applicable to use of the service.
Instagram provides official APIs (such as the Instagram Graph API and Basic Display API) for authorized access subject to scopes, rate limits, and policy compliance. The terms and related policies indicate that bypassing barriers like login requirements, rate limiting, or CAPTCHAs is not permitted, and they reserve consequences such as IP blocking, content removal, account suspension or termination, and potential legal action. Practically, scraping is forbidden unless done with prior express permission or through the official APIs under their specific conditions.
Instagram Lawsuits
Legal Actions Against Scrapers: A history of lawsuits filed by the website owner against scrapers and related entities, highlighting legal disputes, claims, and outcomes.
Lawsuits Summary
Instagram has not been involved in any known legal disputes related to web scraping.
Found 0 lawsuits
Instagram Github Repos
Find the best open-source scrapers for Instagram on Github. Clone them and start scraping straight away.
Language
Code Level
Stars
instagram-php-scraper
Instagram PHP Scraper is a library for interacting with Instagram's web version that allows users to retrieve account information and media without needing an official app. It supports various features including user authentication and session management to streamline the scraping process.
Page Types: User Profile, Media Page
9 years ago
instagram-follower-scraper
Instagram Follower Scraper is a tool that automates the extraction of Instagram followers from specified user accounts. It uses Selenium WebDriver to interact with Instagram and saves the followers' usernames in separate text files.
5 years ago
instagram-crawler
Instagram Crawler is a tool that enables users to extract data from Instagram posts, profiles, and hashtags without relying on the official Instagram API. It allows for automated interactions such as liking posts and fetching detailed information about posts, comments, and likes.
Page Types: User Profile, Category Page, Product Page
8 years ago
instagram-data-scraper
Instagram Data Scraper is a tool that extracts data from Instagram accounts and hashtags. It retrieves details such as post counts, likes, comments, and user information, enabling marketers and analysts to track engagement and performance.
Page Types: User Profile, Media Page, Image Gallery
8 years ago
instagram4j
instagram4j is a Java wrapper that emulates the functionality of Instagram's private API designed for Android. It supports various features of the Instagram app, including login methods, posting actions, and retrieving user feeds.
8 years ago
instagram-java-scraper
Instagram Java Scraper is a library that allows users to fetch account details, photos, and videos from Instagram without the need for authorization. It provides various methods to retrieve media by username or URL and interact with account information programmatically.
9 years ago
instagram-scraper
InstaTouch is a scraping tool designed to extract valuable information from Instagram without the need for user credentials. It allows users to scrape media posts, comments, and other data based on various parameters such as username, hashtags, and locations.
Page Types: User Profile, Product Page, Category Page
6 years ago
Instagram Web Scraping Articles
Find the best web scraping articles for Instagram. Learn how to get started scraping Instagram.
Language
Code Level
Let’s Scrape Intagram with python (outdated) | by Moslem Gannoun | Medium
This article shows how to effectively scrape data from Instagram profiles using Python. It provides detailed code snippets and instructions for retrieving various statistics, including followers, post likes, and media counts.
1 min to read
medium.com
Step-by-Step: Scrape Instagram Profile Data | API Guide 2025
This article shows how to scrape Instagram profile data using a Python-based scraper and a recommended scraping API. It explains the process in detail, providing steps for creating the scraper and understanding the data extraction methods to facilitate various analyses.
1 min to read
scrapeless.com
Scrape Instagram followers, following list and post authors for free and enrich them
This tutorial shows how to scrape Instagram users' profiles, including followers, following lists, and post authors, enabling marketers to build effective lead lists. It offers a detailed guide on using a script that intercepts API calls to collect user data directly from the Instagram interface.
1 min to read
datablist.com
How to Scrape Instagram in 2025
This tutorial shows how to scrape Instagram data using Python without logging in or getting blocked, focusing on both user profiles and individual post details. It discusses leveraging hidden API endpoints and provides code examples for a robust Instagram scraper.
1 min to read
scrapfly.io
How to scrape data from Instagram, X, YouTube and Google in your Bubble App
This tutorial demonstrates how to scrape data from platforms like Instagram, X, YouTube, and Google directly into your Bubble app, offering a new range of product ideas. It emphasizes the ease of setting up web scraping without coding and highlights the use of Apify for reliable scraping solutions.
1 min to read
nocodesaas.io
How to Scrape Instagram Images? | Instagram Scraper
This article demonstrates how to scrape images from Instagram using WebHarvy, a visual web scraping software that simplifies data extraction with user-friendly interfaces. It provides step-by-step instructions, including settings configuration and support for scraping multiple images associated with Instagram posts.
1 min to read
webharvy.com
Scraping Instagram Using Python and Scrapy⚡️! | by HARSH GUPTA | Medium
This article shows how to scrape Instagram user data using Python and Scrapy, detailing the step-by-step implementation of a custom scraper. It emphasizes the importance of handling requests and cookies to successfully extract relevant user information from Instagram's API.
1 min to read
medium.com
Instagram Web Scraping Videos
Find the best web scraping videos for Instagram. Learn how to get started scraping Instagram.
Language
Code Level
How to Scrape Instagram Accounts & Hashtags with N8N and Apify
This tutorial teaches viewers how to scrape Instagram accounts and hashtags using n8n and Apify, detailing the process of connecting n8n to Apify’s Instagram Actors. It covers executing runs, waiting for completion, and pulling posts and profiles into workflows for further analysis and storage.
5 months ago
How to Scrape Instagram Comments - Instagram Comments Scraper API Tutorial
This video tutorial demonstrates how to scrape comments from Instagram posts using the Instagram Comment Scraper from Apify Store. Viewers will learn to input a post URL to retrieve text, post IDs, timestamps, owner IDs, usernames, profile pictures, and URLs.
1 year ago
How to Scrape Instagram Profiles with Node.js 🤯
This tutorial covers various techniques for web scraping using social media APIs. It provides insights into scraping data efficiently and effectively from multiple platforms.
1 year ago
How To Scrape 1,000+ Instagram Profiles
The video tutorial demonstrates how to efficiently scrape data from over a thousand Instagram profiles using the Apify and Instant Data Scraper tools, targeting key information such as usernames and follower counts for lead generation. It aims to assist digital marketers and businesses in automating their data collection to build effective lead lists.
1 year ago
How To Scrape Unlimited Leads from Instagram for FREE | 2024
This tutorial demonstrates how to scrape unlimited leads from Instagram using various tools, including Scrape Apollo Leads. The video covers practical techniques for leveraging Instagram to gather email leads effectively.
1 year ago
Scrape Instagram For Emails & Phone Numbers (3 Strategies)
This tutorial demonstrates effective techniques for scraping leads from various online sources, specifically focusing on lead generation websites. Viewers will learn how to utilize tools and strategies to collect data efficiently from the web.
1 year ago
Watch Me Build An Instagram Scraper & Generate +400K DMs/Day With AI
This tutorial demonstrates how to effectively scrape data from Instagram, focusing on techniques to capture image data and generate customized captions using AI. The presenter shares a system capable of pulling around 400,000 user profiles per day, highlighting both the challenges and solutions involved in scraping this complex platform.
1 year ago