The platforms Wolense analyzes

Facebook's algorithm learns what triggers emotional reactions to maximize time on platform. For teens, this often means amplifying content about appearance, social comparison, and polarizing topics that shape identity formation.

Instagram combines social connection with algorithmic content through Reels, Explore, and Stories. The platform prioritizes highly-engaged accounts, creating echo chambers of similar values and aesthetics that reinforce specific worldviews.

Snapchat's ephemeral design creates constant engagement pressure while its Discover feed serves algorithmically-curated content. Streaks and disappearing messages shape communication patterns and social anxiety parents rarely see.

TikTok's "For You" algorithm is the most sophisticated influence engine ever built. It learns from watch time and micro-interactions to deliver hyper-personalized content, shaping worldviews one video at a time.

YouTube's recommendation algorithm optimizes for session length, suggesting videos that keep viewers watching for hours. Long-form content builds deeper creator relationships that shape beliefs over time.