Instagram Follower & Email Scraper

The ultimate Instagram intelligence tool. Extract followers, emails, engagement rates, and bio data from any public account.

What's Included — Full Source Code:

• Python automation with stealth browser sessions
• Instagram API reverse-engineering (no official API needed)
• Email pattern matching + website crawling
• Proxy rotation with session persistence
• Export to CSV, JSON, Google Sheets

Core Features:

• Follower extraction — pull full follower/following lists from any public account
• Profile enrichment — bio, follower count, post count, engagement rate, category
• Email discovery — extract emails from bios, link-in-bio pages, and websites
• Hashtag scraping — pull all posts for a hashtag with engagement data
• Location scraping — extract posts tagged at specific locations
• Engagement analysis — calculate true engagement rate from last 12 posts
• Competitor followers — extract competitor's most engaged followers

Anti-Detection:

• Session cookie rotation across multiple accounts
• Human-like browsing patterns with random delays
• Device fingerprint randomization
• Automatic challenge/checkpoint handling
• Warm-up mode for new sessions

Output:

• Username, full name, bio text
• Email (discovered), phone (if public)
• Follower/following count, post count
• Engagement rate, avg likes, avg comments
• Profile pic URL, is_business flag
• Contact info from business profiles

Extract 5,000-15,000 profiles per day with proper proxy/account configuration.