Instagram Profile Scraper - Complete Public Profile Data Extraction Tool 🔍

Extract comprehensive Instagram profile data with our professional-grade Instagram Profile Scraper actor! This Apify actor delivers complete public profile metadata, business insights, and engagement metrics for marketers, researchers, and developers.

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📊 Overview

Need reliable Instagram profile data for audience analysis, competitor research, or lead generation? This Instagram Profile Scraper provides:

• Complete profile metadata: Usernames, bios, follower counts, and verification status
• Business intelligence: Account type, category, and external links
• High-resolution assets: Profile pictures in multiple sizes
• Real-time scraping: Up-to-date engagement metrics and profile information

Perfect for social media analysts 📈, marketing agencies 🎯, brand managers 🤝, and market researchers 🔬!

✨ Core Capabilities of Our Instagram Profile Scraper

📋 Profile Data Extraction

• Complete Profile Info: Username, full name, biography, and account ID
• Engagement Metrics: Followers, following, and post counts
• Account Status: Verification status, privacy settings, business classification
• Media Statistics: Highlight reel and IGTV video counts

🏢 Business Intelligence

• Business Account Detection: Identify commercial Instagram profiles
• Category Classification: Business category names
• External Link Extraction: Website and link-in-bio URLs
• Verification Status: Verified badge confirmation

🖼️ Media Assets

• Profile Pictures: Standard and HD quality versions
• Timestamp Data: Precise scraping timestamps
• URL Validation: Clean, normalized profile URLs

⚡ Advanced Features

• Batch Processing: Scrape multiple Instagram profiles simultaneously
• Proxy Support: Residential IP rotation for reliability
• Error Handling: Comprehensive error tracking and reporting
• JSON Format: Structured, machine-readable output

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🎯 Input Configuration for the Instagram Profile Scraper

Simply enter Instagram profile URLs in the Input Section, then click "Start" to extract data. The Instagram Profile Scraper accepts URLs in this format:

{
  "url": "https://www.instagram.com/nba/"
}

📝 Input Specifications

Parameter	Type	Required	Description
url	String	Yes	Valid Instagram profile URL (username format)

Note: The Instagram Profile Scraper also supports batch input with multiple URLs in an array format for bulk profile data extraction.

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📤 Output Structure from the Instagram Profile Scraper

The Instagram Profile Scraper returns comprehensive JSON data structured like this:

[
  {
    "url": "https://www.instagram.com/nba/",
    "source": "instagram",
    "error": false,
    "note": null,
    "data": {
      "inputUrl": "https://www.instagram.com/nba/",
      "username": "nba",
      "url": "https://www.instagram.com/nba",
      "scrapedAt": "2025-12-17T13:06:16.016142+00:00",
      "id": "20824486",
      "fullName": "NBA",
      "biography": "The Knicks are the 2025 Emirates NBA Cup Champions! 🏆",
      "followersCount": 90382891,
      "followsCount": 1276,
      "postsCount": 95628,
      "highlightReelCount": 12,
      "igtvVideoCount": 728,
      "isBusinessAccount": true,
      "businessCategoryName": "None",
      "private": false,
      "verified": true,
      "externalUrl": "https://linkin.bio/nba",
      "profilePicUrl": "https://scontent-iad3-2.cdninstagram.com/v/...profile.jpg",
      "profilePicUrlHD": "https://scontent-iad3-2.cdninstagram.com/v/...profile-hd.jpg"
    }
  }
]

📊 Output Field Documentation

Profile Metadata

Field	Description
username	Instagram handle (without @ symbol)
fullName	Display name on the profile
biography	Profile bio/description text
id	Unique Instagram account ID
url	Clean profile URL

Engagement Metrics

Field	Description
followersCount	Total number of followers
followsCount	Number of accounts followed
postsCount	Total posts on the profile
highlightReelCount	Number of story highlights
igtvVideoCount	Number of IGTV videos

Account Status

Field	Description
isBusinessAccount	Boolean indicating business account
businessCategoryName	Business category if applicable
private	Boolean for private account status
verified	Boolean for verification badge

Media & Links

Field	Description
externalUrl	Website link from profile
profilePicUrl	Standard quality profile picture
profilePicUrlHD	High-definition profile picture
scrapedAt	ISO timestamp of data extraction

Technical Info

Field	Description
source	Always "instagram"
error	Boolean indicating scraping errors
note	Error messages or notes if applicable
inputUrl	Original input URL

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🏆 Data Quality Tiers Provided by the Instagram Profile Scraper

This Instagram Profile Scraper delivers multiple layers of profile intelligence:

1. Basic Profile Data - Username, ID, basic stats
2. Engagement Analytics - Follower metrics, post counts
3. Business Intelligence - Account type, verification, categories
4. Media Assets - Profile pictures in multiple resolutions
5. Temporal Data - Precise scraping timestamps

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⚙️ Technical Features of Our Instagram Profile Scraper

🔍 Advanced Data Extraction

• Real-time metrics: Up-to-date follower and engagement counts
• Complete metadata: Every visible data point from Instagram profiles
• Structured formatting: Clean, normalized data output
• Error resilience: Graceful handling of profile changes

🛡️ Reliability & Performance

• Proxy rotation: Avoid IP blocks and rate limits
• Request optimization: Efficient data extraction
• Comprehensive validation: URL and data integrity checks
• Retry logic: Automatic retry on temporary failures

📁 Output Flexibility

• JSON format: Easy integration with other systems
• Batch support: Process hundreds of profiles
• Standardized fields: Consistent output structure
• Error tracking: Clear error reporting

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🎯 Use Cases for the Instagram Profile Scraper

👥 Audience & Market Research

• Demographic analysis: Study follower patterns and engagement
• Competitor benchmarking: Compare profile metrics across brands
• Influencer discovery: Identify potential partners based on stats

💼 Business Intelligence

• Lead generation: Extract business profile data for sales
• Brand monitoring: Track verification and business status changes
• Market analysis: Study business adoption on Instagram

🛠️ Development & Integration

• App development: Feed profile data into custom applications
• CRM integration: Enrich contact records with social data
• Analytics platforms: Aggregate social metrics for dashboards

📊 Academic & Professional Research

• Social media studies: Analyze profile patterns and trends
• Marketing research: Study business account characteristics
• Data journalism: Investigate public figure social presence

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✅ Why Choose Our Instagram Profile Scraper?

🚀 Reliable Performance

• Stable operation: Consistently delivers accurate profile data
• Regular updates: Maintained for Instagram API changes
• High success rate: Optimized for public profile accessibility

🎯 Comprehensive Data Extraction

• Complete coverage: All available public profile fields
• Structured output: Clean, organized JSON format
• Media included: Profile pictures in multiple resolutions

👨‍💻 Developer Friendly

• Simple integration: Easy-to-use API and output format
• Clear documentation: Comprehensive field descriptions
• Error handling: Robust error tracking and reporting

💼 Business Ready

• Batch processing: Scale to hundreds of profiles
• Proxy support: Enterprise-grade IP rotation
• Business intelligence: Specialized commercial account data

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⚠️ Limitations of the Instagram Profile Scraper

• Public profiles only: Cannot scrape private Instagram accounts
• Rate limiting: Subject to Instagram's anti-scraping measures
• Data availability: Only extracts publicly visible information
• Profile changes: Subject to Instagram's UI/API modifications

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🔗🛠 Related Actors (Social Media Scraping Suite)

📸 Instagram Tools:

• Instagram Reels Downloader - Download Reels videos and metadata

🎥 YouTube Scrapers:

• YouTube Video Scraper
• YouTube Video Transcript Scraper
• YouTube Video Extractor

📱 Facebook Scrapers:

• Facebook Video Downloader
• Facebook Reels Downloader

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📧 Need Customization?

Looking for enhanced data points, bulk export features, or custom integrations with this Instagram Profile Scraper?

✉️ Email codenest2.0@gmail.com for tailored solutions!

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This Instagram Profile Scraper is designed for ethical data extraction of publicly available Instagram profile information. Users must comply with Instagram's Terms of Service and applicable privacy regulations.