Why Bilibili's Tipping Data is Reshaping Creator Marketing ROI

Traditional follower counts often fail to measure genuine influence or purchase intent due to bot activity and lagging engagement. Bilibili’s coin-based metrics offer a high-fidelity signal of audience trust, providing a more reliable framework for maximizing ROI in creator marketing.