I woke up last week to an email from Apify saying my LinkedIn Employee Scraper had earned the Rising Star badge — meaning it cracked the top 20 actors on the entire platform. 176 users, 2,430 runs, and counting.

This is the story of how a side project built in Nairobi turned into one of the most-used LinkedIn scrapers on Apify.




The...