Instagram Profile Scraper - Extract Complete Instagram Profile Data

Professional Instagram profile scraper that extracts comprehensive data from Instagram profiles. Get detailed bio information, follower statistics, post counts, verification status, and complete profile analytics from any public Instagram account.

Key Features of Instagram Profile Data Extraction

✅ Complete Instagram Profile Information Extraction

• Username, unique ID, full display name, and detailed biography
• Accurate follower and following counts with real-time statistics
• Total post count and content metrics
• Account verification status and business account indicators
• High-resolution profile pictures (standard and HD quality)
• External website links and bio URLs

✅ Latest Instagram Posts Data

• Extract up to 12 most recent posts from each profile
• Full post captions with hashtag and mention extraction
• High-quality image and video URLs for all media types
• Engagement analytics including likes and comments counts
• Support for all Instagram content types (Image, Video, Carousel)
• Tagged user information and post metadata
• Precise post timestamps and upload dates

✅ Instagram Profile Relationships

• Discover related Instagram accounts and profile suggestions
• Network analysis and connection mapping
• Related account recommendations based on Instagram's algorithm

✅ Advanced Profile Analytics (Optional)

• Account creation date and age analysis
• Geographic location data when available
• Verification timeline and account history
• Username change tracking and history

Instagram Profile Scraper Output Data Structure

The scraper delivers data in a comprehensive JSON format compatible with professional data analysis:

{
  "inputUrl": "https://www.instagram.com/ahmdasofficial",
  "id": "55079635587",
  "username": "ahmdasofficial",
  "url": "https://www.instagram.com/ahmdasofficial",
  "fullName": "احمد - Ahmed",
  "biography": "𝗙𝗼𝘂𝗻𝗱𝗲𝗿 @labshkw...",
  "externalUrls": [...],
  "externalUrl": "https://reach.link/ahmedabsofficial",
  "externalUrlShimmed": "https://l.instagram.com/?u=...",
  "followersCount": 40657,
  "followsCount": 617,
  "hasChannel": false,
  "highlightReelCount": 80,
  "isBusinessAccount": false,
  "joinedRecently": false,
  "businessCategoryName": "Digital creator",
  "private": false,
  "verified": true,
  "profilePicUrl": "https://...",
  "profilePicUrlHD": "https://...",
  "igtvVideoCount": 0,
  "relatedProfiles": [...],
  "latestIgtvVideos": [...],
  "postsCount": 921,
  "latestPosts": [...]
}

Comprehensive Data Fields:

• Complete profile metadata and identification
• Social metrics and engagement statistics
• Content creation and posting history
• Business and verification information
• Media assets and profile imagery
• Network connections and relationships
• Geographic and demographic data

Instagram Profile Scraper Input Configuration

Configure your Instagram profile scraping with flexible input options:

Parameter	Type	Required	Description
usernames	Array	Yes	List of Instagram usernames, profile URLs, or profile IDs to scrape
includeAboutSection	Boolean	No	Extract detailed account information and history (default: false)

Instagram Profile Scraper Input Examples

Single Instagram Profile:

{
  "usernames": ["nasa"]
}

Multiple Instagram Profiles:

{
  "usernames": ["nasa", "spacex", "natgeo"]
}

Using Instagram Profile URLs:

{
  "usernames": [
    "https://www.instagram.com/nasa/",
    "https://www.instagram.com/spacex/"
  ]
}

Advanced Profile Analysis:

{
  "usernames": ["nasa"],
  "includeAboutSection": true
}

Instagram Profile Data Export Options

Extracted profile data can be exported in multiple professional formats:

• JSON: Structured data for API integration and analysis
• CSV: Spreadsheet-compatible format for Excel and data analysis tools
• Excel: Native Excel format with proper formatting
• XML: Extensible markup for enterprise systems
• HTML Table: Web-ready table format for reports

Popular Use Cases for Instagram Profile Scraping

Social Media Market Research

• Analyze competitor Instagram strategies and content performance
• Study successful brand profiles and engagement patterns
• Research industry trends and audience demographics

Influencer Marketing and Discovery

• Identify top influencers in specific niches and categories
• Analyze influencer engagement rates and audience quality
• Discover emerging creators and content creators

Brand Monitoring and Competitive Intelligence

• Track competitor profile growth and content strategies
• Monitor brand mentions and user-generated content
• Analyze market positioning and audience overlap

Lead Generation and Business Development

• Find potential business partners and industry contacts
• Research company profiles and professional networks
• Identify B2B opportunities through social media analysis

Academic Research and Data Analysis

• Study social media behavior and communication patterns
• Analyze influencer marketing effectiveness
• Research digital marketing trends and consumer behavior

Content Strategy and Marketing Planning

• Study successful Instagram profiles for content inspiration
• Analyze posting frequency and content types
• Research hashtag usage and content optimization

Instagram Profile Scraper Capabilities

This professional Instagram scraper handles all types of Instagram accounts:

• Personal Profiles: Individual creators and influencers
• Business Accounts: Brand profiles with enhanced features
• Verified Accounts: Official and celebrity profiles
• Creator Accounts: Content creators with monetization features
• Public Profiles: All publicly accessible Instagram accounts
• International Content: Support for multiple languages and regions

Legal and Ethical Guidelines for Instagram Data Extraction

• Public Data Only: Extract information only from public Instagram profiles
• Terms of Service Compliance: Fully respect Instagram's Terms of Service and API policies
• Privacy Protection: Never violate user privacy or collect restricted personal data
• Legitimate Business Use: Use for legitimate research, analysis, and business intelligence
• Rate Limiting Respect: Implement appropriate delays to prevent server overload
• Data Protection Compliance: Ensure compliance with GDPR, CCPA, and other data regulations
• Ethical Research: Conduct responsible social media research and analysis

Technical Specifications

• Data Accuracy: Real-time extraction with high reliability
• Rate Limiting: Built-in delays to respect Instagram's servers
• Error Handling: Robust retry mechanisms for failed requests
• Data Validation: Comprehensive validation of extracted information
• Performance Optimized: Efficient scraping with minimal resource usage

Support and Documentation

Need assistance with Instagram profile scraping?

• Review the input schema for all configuration options
• Check the output schema for complete data structure details
• Access comprehensive documentation on the Apify platform
• Contact support team for technical assistance

License

Apache-2.0