How does IQFluence normalize engagement and views across Instagram, YouTube, TikTok?
We convert likes, comments and recent views into standardized ER% and view bands using the last-30-day window. Metrics are normalized for follower size and posting cadence, producing comparable ER%, min/avg/max view ranges across Instagram, YouTube and TikTok so creators can be fairly ranked side-by-side.