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Instagram Scraper API: Extract Profiles, Posts & Reels Data

January 31, 2026
5 min read
S
By SociaVault Team
InstagramScraperAPIData ExtractionSocial Media

Instagram Scraper API: Extract Profiles, Posts & Reels Data

Building your own Instagram scraper is a nightmare. Rate limits, login walls, CAPTCHAs, constantly changing HTML—it's a full-time job just to keep it running.

An Instagram scraper API handles all that for you. You make a request, you get data. Simple.

What is an Instagram Scraper API?

It's a service that extracts Instagram data on your behalf. Instead of writing and maintaining scraper code, you call API endpoints and receive structured JSON data.

What the API handles:

  • Proxy rotation (so you don't get blocked)
  • CAPTCHA solving
  • Rate limit management
  • Data parsing and formatting
  • Maintenance when Instagram changes

What you do:

  • Make HTTP requests
  • Use the data in your app

What Data Can You Extract?

Data TypeWhat You Get
ProfilesUsername, bio, followers, following, post count, verified status, profile picture
PostsImages, videos, captions, likes, comments, hashtags, location, timestamp
ReelsVideo URL, views, likes, comments, duration, audio info
StoriesImages/videos from public accounts
CommentsComment text, author, likes, replies
FollowersList of accounts following a user
HashtagsPosts using a specific hashtag

All publicly available data—nothing that requires login to view.

Quick Examples

Get an Instagram Profile

const response = await fetch(
  'https://api.sociavault.com/v1/scrape/instagram/profile?username=natgeo',
  { headers: { 'Authorization': 'Bearer YOUR_API_KEY' } }
);

const profile = await response.json();
// { username: "natgeo", followers: 283000000, ... }

Get Recent Posts

const response = await fetch(
  'https://api.sociavault.com/v1/scrape/instagram/posts?username=nike&limit=10',
  { headers: { 'Authorization': 'Bearer YOUR_API_KEY' } }
);

const posts = await response.json();
// Array of posts with likes, comments, captions, etc.

Get Post Comments

const response = await fetch(
  'https://api.sociavault.com/v1/scrape/instagram/comments?url=https://instagram.com/p/ABC123&limit=50',
  { headers: { 'Authorization': 'Bearer YOUR_API_KEY' } }
);

const comments = await response.json();
// Array of comments with text, author, timestamp

Common Use Cases

Influencer Research

Find and vet influencers for marketing campaigns:

  • Check follower counts and growth
  • Analyze engagement rates
  • Review content quality and consistency
  • Detect fake followers

Competitor Analysis

Monitor what competitors are doing:

  • Track posting frequency
  • See which content performs best
  • Identify hashtag strategies
  • Monitor follower growth

Content Inspiration

See what's working in your niche:

  • Find top-performing posts
  • Analyze successful captions
  • Discover trending hashtags
  • Study posting patterns

Lead Generation

Build prospect lists from Instagram:

  • Extract business profiles
  • Get contact information from bios
  • Find potential customers by hashtag

Social Listening

Track brand mentions and sentiment:

  • Monitor comments on your posts
  • Find posts mentioning your brand
  • Analyze customer feedback

Python Example

import requests

API_KEY = 'your_api_key'
BASE_URL = 'https://api.sociavault.com/v1/scrape/instagram'

def get_profile(username):
    response = requests.get(
        f'{BASE_URL}/profile',
        params={'username': username},
        headers={'Authorization': f'Bearer {API_KEY}'}
    )
    return response.json()

def get_posts(username, limit=12):
    response = requests.get(
        f'{BASE_URL}/posts',
        params={'username': username, 'limit': limit},
        headers={'Authorization': f'Bearer {API_KEY}'}
    )
    return response.json()

# Usage
profile = get_profile('nike')
print(f"Nike has {profile['data']['follower_count']:,} followers")

Why Use an API Instead of Building a Scraper?

DIY ScraperScraper API
Hours/days to buildMinutes to integrate
Constant maintenanceAlways works
Proxy costs ($200-500/mo)Pay per request
Get blocked frequently99%+ success rate
Handle CAPTCHAs yourselfCAPTCHAs handled

For most projects, an API saves significant time and money.

Getting Started

  1. Sign up at sociavault.com
  2. Get 50 free credits to test
  3. Copy your API key from dashboard
  4. Make your first request

Frequently Asked Questions

Yes, scraping publicly available Instagram data is legal. The hiQ Labs v. LinkedIn case established that public data isn't protected by the CFAA. See our legal guide.

Will my account get banned?

No—you don't use your Instagram account. The API handles all scraping on its own infrastructure.

Can I scrape private accounts?

No. Only public profiles and posts can be scraped. Private accounts require login and cannot be accessed.

How much does it cost?

SociaVault charges per request (around $0.001 each). Much cheaper than maintaining your own scraping infrastructure.

How fast is the API?

Most requests complete in 1-3 seconds. Larger requests (like follower lists) may take longer.

Is there a rate limit?

The API handles rate limiting internally. From your perspective, you can make requests as needed without worrying about getting blocked.


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