We normalize metrics so numbers line up across Instagram, YouTube and TikTok - ER% uses last-30-day averages with cadence context, views show min/avg/max from recent posts, and posting cadence is standardized as posts/month. That lets you fairly assess engagement, reach and consistency side-by-side.