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Instagram Data Scraping API

Fetch, extract, analyze, and integrate real-time public Instagram data at scale. The fastest and most reliable Instagram crawling API.


Instagram Scraper API Features

Here's what makes EnsembleData's Instagram API different from running your own scraper or dealing with flaky third-party tools.

Scrape Instagram data without an account

You don't need a Instagram account to use our API. All endpoints fetch public data, so there's no login, no session management, and no risk of getting your account flagged.

Access followers, comments, hashtags & engagement metrics

Get profiles, follower lists, posts, videos, hashtags, likes, shares, and comments, all returned as clean JSON. Works with Python, JavaScript, PHP, or any language that can make an HTTP request.

Enterprise level data scraper API endpoints

Our Instagram data scraping infrastructure is robust to platform changes, IP blocks, and anti-bot measures. Gain access to public Instagram data for analytics, business intelligence, and research.

Real-time Instagram public data crawl API

Get instant access to trending content, viral hashtags, fresh user profiles, and engagement metrics. Our low-latency Instagram data feed API delivers quick results, great for dashboards, real-time alerts, and trend discovery tools.

Instagram analytics API & actionable insights

The data comes back structured and ready to use. You can build things like influencer trackers, competitor monitors, audience research tools, and AI training pipelines on top of it. There are infinite use cases for it!

Flexible Instagram API for every use case

Whether you're a solo developer or running a large data pipeline, the API fits. And if you need a custom endpoint or specific field, please reach out to us, we've done several adaptations to the API for specific customer needs before.

Scale Your Instagram Data Operations

We cover Instagram and other social media platforms. Once you're set up, scaling is just a matter of making more requests, no extra infrastructure on your side.

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Simple REST API integration

One HTTP request returns clean, structured JSON data. No proxies, no headless browsers, no captchas to solve, just fast, reliable data.

Get started with our Python SDK
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Real-time data in under 4 seconds

Every request triggers a live scrape, you receive fresh, up-to-the-second data in under 4 seconds. No caches, no delays.

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Tailored to your needs

Need a custom endpoint or specific data field? Our team works directly with you to adapt the API to your exact use case and data volume.

EnsembleData Instagram API Documentation

Instagram API Documentation

Our Instagram API docs cover every endpoint: parameters, response fields, and working code samples in Python, JavaScript, and more. There's no JavaScript rendering, no captcha solving, and no proxy setup involved, which keeps things fast and keeps your integration simple. Our Instagram API covers a wide range of endpoints: user posts and profile statistics for influencer marketing, keyword and hashtag search APIs for social listening and trend tracking, music tracking APIs, and much more, all in one unified platform.

Scraping Instagram API - Use Cases

Pull profile & user data

Grab public account info, posts, and follower counts for any Instagram user. Useful for influencer research, audience analysis, and creator tracking.

Monitor hashtags & trends

Track hashtags, keywords, and trending topics with our Instagram trend discovery API. Perfect for social listening, campaign tracking, and brand monitoring.

Discover creators & influencers

Search posts, comments, and follower lists to surface new creators. Helpful for outreach, partnership discovery, and competitive research.

Everything you can extract

Crawl Real-Time Instagram Data via API

Here's a breakdown of what you can pull from Instagram using our API, all public data, all returned as structured JSON:

  • User info
  • Post metadata
  • Videos
  • Likes
  • Followers
  • Followings
  • Comments
  • New posts
  • Tagged posts
  • Reels
  • Hashtags
  • IGTV

Browse All Instagram API Endpoints

User Analytics
Get the Instagram profile data you need for creator research without manual lookup. Follower counts, bio text, and engagement rates are all accessible via API.
Docs Tutorial
User Posts
Crawl Instagram content at scale with our posts API, great for auditing a creator's feed, spotting content trends, or benchmarking against competitors.
Docs Tutorial
Post Details
Scrape the numbers that matter from any Instagram post including likes, comments, hashtags, and timestamps without any manual data entry.
Docs Tutorial
Post Comments
Extract Instagram comment threads, usernames, and timestamps in bulk with our comments API, everything you need for sentiment work or community analysis.
Docs Tutorial
Music Trends
Our Instagram music API surfaces trending tracks and their performance data so you can plan content around sounds that are actually picking up momentum.
Docs Tutorial
Keyword Search
Find trending Instagram content and relevant creators by search term with our keyword search API, no manual browsing required.
Docs Tutorial
Reels Analytics
Extract short-form video performance data for any creator with our Reels API, useful for trend tracking and influencer evaluation at scale.
Docs Tutorial
Tagged Content
Our tagged posts API surfaces every post where a user or brand is mentioned, great for tracking organic brand visibility and identifying potential collaborators.
Docs Tutorial

Frequently Asked Questions

EnsembleData's Instagram data API is a scalable, real-time web scraping platform for fetching public Instagram data - including user profiles, posts, comments, hashtags, and engagement metrics, used for business intelligence, research, AI training, and automation.

Yes! Sign up for a 7-day free trial (no credit card needed) on our dashboard and start scraping Instagram data with our API. No commitments required.

Access our Instagram data API using any programming language - Python, JavaScript, Java, PHP, Rust, Ruby, C++, Bash, and more - via standard REST endpoints returning JSON responses. Official SDKs and step-by-step integration guides are available in our documentation.

Full developer documentation for our Instagram scraper API - including all endpoints, request parameters, response schemas, SDKs, and code examples - is available here.

We only access publicly available Instagram data. There are no fake accounts, no bypassing authentication, and no scraping of private or restricted content. Everything we collect is public-facing and non-personal.

No. You don't need a Instagram account at all. The API only touches public data, so there's nothing to log into and no credentials to manage.

Profiles, follower and following lists, posts, videos, comments, replies, likes, shares, views, hashtag data, keyword search results, and trending content. If it's publicly visible on Instagram, there's a good chance we have an endpoint for it.

Most requests come back in under 4 seconds. Every call goes live to Instagram, there's no caching on our end, so what you get back reflects the current state of the platform.

Start Scraping Instagram Data in Minutes

No proxies, no browsers, no account management. Just an API key and clean JSON data, ready to plug into your stack.

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Sign up and try for free

Create an account in seconds, no credit card needed. You'll get an API token right away and can make your first call immediately.

Start Free Trial
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Need help? Reach out to us

Questions about pricing, rate limits, custom endpoints, or integration? We're happy to help, just get in touch.

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