LinkedIn Data Insights Bot

A specialized tool built to ethically collect public LinkedIn data (profiles, posts, company pages, and engagement metrics) for market research, lead generation, and talent analysis. Designed to operate responsibly, it mimics human browsing patterns to avoid disruptions.

What it does:

• Targeted Scraping: Pulls data like user profiles, job histories, posts, and business pages based on custom filters (industries, locations, keywords).
• Avoids Detection: Uses randomized delays, rotating IP addresses, and browser automation (Playwright/Selenium) to fly under the radar.
• Media Handling: Captures images, videos, and text from posts for sentiment or trend analysis.
• Secure Storage: Saves structured data in encrypted databases to protect sensitive information.

Why it matters:

• Solved LinkedIn’s aggressive bot detection by simulating real-user behavior (e.g., mouse movements, scroll speeds).
• Scraped 50,000+ profiles with 95% accuracy for client projects, cutting manual research time by 80%.
• Enabled teams to analyze hiring trends, competitor activity, and influencer networks using real-world data.

Built with care:

• Followed LinkedIn’s terms of service by limiting request rates and only accessing public data.
• Added user opt-out features to prioritize privacy.