We convert likes, comments and view counts into comparable metrics by averaging the last-30-day activity and then normalizing ER%, views and posting cadence across platforms. That produces fair, apples-to-apples bands (min/avg/max) so creators on Instagram, TikTok and YouTube can be compared side-by-side.