algorithms for social media networks INTRODUCTION Content ranking algorithms for social media networks utilize elements, logic, and analytics to deliver useful content. A vital part of this process is the input of a team of dedicated content strategists, data scientists, and software engineers that determines the scope and criteria for classifying search results and personal feeds. While Facebook, Instagram, and LinkedIn algorithms work differently, a compression of their difference is essential in understanding their functionality, the collaboration of their implementation, and how to develop innovative social media algorithms. COMPARISON OF SOLUTIONS Facebook Facebook’s algorithm ranks posts based on the number of comments and shares instead of clicks and likes. As such, posts it considers interesting, valuable, and relevant appear