Instagram Scraper API

Collection of Instagram user profiles, comments, posts, followed users, and other related data

No credit card required

Scrapeless Instagram Scraping API

Public Data
Posts
The scraped data includes: Comment creation time, comment content, number of comment likes, number of comment replies, user profile, follower count, following count, and biography.

Seamless Large-Scale Instagram Data Extraction with Instagram API

ProfilePosts
RequestResponse
API Tool Suitable for Multi-Scenario Use
Public data extraction

Extract user profiles, posts, followers, and other information using the Instagram API for efficient retrieval of key user details

Discover new users

Use keyword search on posts, check user followers or post comments, and precisely filter target users according to specific needs

Market and user analysis

Gain in-depth insights into user behavior, content performance, and trends through accurate data analysis to help optimize marketing strategies

How to Easily Scrape Instagram Data?

Step 1.Create a free Scrapeless account.
Step 2.Open the Scrape API and select the Instagram data category you want to extract.
Step 3.Paste your target URL.
Step 4.We automatically activate anti-bot features, advanced proxies, JavaScript rendering, and more when needed.
Step 5.Retrieve your Instagram data.

Scrapeless supports integration with Python, Golang, Node.js, or any programming language.

View documentation detail

Instagram Scraper API FAQs.

What is Instagram API?

The Instagram API is a powerful tool that supports scraping, accessing, and analyzing real-time data from Instagram, effectively boosting performance.

Does scraping Instagram require proxy and CAPTCHA handling?

No. The Instagram Scraper API operates through enterprise-grade infrastructure with integrated web unlocking technology, bypassing geolocation restrictions, IP blocking mechanisms, and anti-bot CAPTCHA challenges for continuous data acquisition.

How is the Scrapeless Instagram API billed?

Billing is exclusively based on successful API calls (HTTP 200 status with valid JSON payloads). Cached responses, network errors, and invalid requests incur zero charges.

Is scraping Instagram data legal?

The API adheres to global data protection frameworks including GDPR (EU General Data Protection Regulation) and CCPA (California Consumer Privacy Act), with built-in features like request throttling and data anonymization to ensure ethical compliance.

How to start using Instagram API?

You can register an account and apply for a free trial. After registering and logging in, you can set parameters and test them in the background and directly generate codes. For official use, you can integrate APIs according to the document instructions.

Start Scraping Instagram Data Now

  • 5.0 out of 5

    Scrapeless's API interface is concise and clear. Even though I am not a professional developer, I can easily get started and quickly integrate it into my project, saving a lot of time.

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  • Excellent

    Been using the Scrapeless Instagram Scraping API for a while now and the performance has been very stable. Very reliable.

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  • 5.0 out of 5

    As a developer, I value the interface and flexibility of the tool. Scrapeless' Instagram Scraping API gave me a great surprise. It not only provides a simple and easy-to-use interface, but also supports a high degree of customization, allowing me to accurately scrape specific data according to the needs of the project.

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  • Excellent

    I particularly like the real-time data scraping feature provided by Scrapeless, which ensures that the scraped Instagram content is always up to date and avoids being distracted by outdated information.

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Easily Extract Instagram Data with Scrapeless

Deep SerpApi

Easily extract data from search engines using the API.

Supports country, state, and city coordinates, allowing access to search data of any location.
20+ SERP scenarios and mainstream search engine data are covered.
Provides 20+ custom parameters and returns structured data in JSON.
Automatically generate code and integrate it into your project with one click.
Detail
Scraping API

Use dedicated endpoints to extract structured data from multiple popular domains to ensure compliance.

Easily collect ready-to-use structured data from target websites in JSON or CSV format.
Seamlessly scrape data at scale, bypassing even the most complex anti-scraping measures.
Pay only for successfully delivered results and access highly localized, real-time data without IP restrictions.
99.98% success rate, with over 80 million trusted real IPs covering 195+ countries.
Detail
Universal Scraping API

Just provide the URL, Web Unlocker automatically bypasses CAPTCHs and IP rotation, quickly obtains clear data, and uses Google Trends API to scrape.

Extract public data from the most challenging websites to unlock.
You just need to send a request, and Universal Scraping API will handle the rest, including adapting to changing website blocks.
Universal Scraping API employs retry logic to ensure an almost 100% success rate.
Detail
Scraping Browser

Simulate real users through Scraping Browser, bypass IP bans and scrape dynamically loaded content, quickly extract data, and support real-time analysis.

Emulate real users' browsers to simulate a human experience.
Supports setting referrer headers to simulate traffic from popular or trusted websites.
Easily extract data from any website that relies on dynamic elements.
Prevent potential blocks caused by cookie-related factors.
Continuously retry requests and rotate IPs in the background
Detail

Enterprise-level Data Scraping Solution

High-quality, tailored web scraping solutions and expert services designed for critical business projects.

Customized Data Scraping Solutions

Tailored web scraping services designed to address your  unique business requirements and deliver actionable insights.

High Concurrency and High-Performance Scraping

Efficiently gather massive volumes of data with unparalleled speed and reliability, ensuring optimal performance even under heavy load.

Data Cleaning and Transformation

Enhance data accuracy and usability through comprehensive  cleaning and transformation processes, turning raw data into  valuable information.

Real-Time Data Push and API Integration

Seamlessly integrate and access live data streams with robust APIs, ensuring your applications are always up-to-date with the latest information.

Data Security and Privacy Protection

Protect your data with state-of-the-art security measures and strict compliance standards, ensuring privacy and confidentiality at every step.

Enterprise-level SLA

The Service Level Agreement (SLA) serves as a safeguard for your project, ensuring a contract for anticipated outcomes, automated oversight, prompt issue resolution, and a personalized maintenance plan.

The infrastructure behind the AI economy

Scrapeless is the unified platform powering AI agents, automation workflows, and data products at scale. One API, ready for whatever your team builds next — today and as the AI era evolves.

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Scrapeless offers AI-powered, robust, and scalable web scraping and automation services trusted by leading enterprises. Our enterprise-grade solutions are tailored to meet your project needs, with dedicated technical support throughout. With a strong technical team and flexible delivery times, we charge only for successful data, enabling efficient data extraction while bypassing limitations.


Contact us now to fuel your business growth.

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