Core Insights - In 2025, with daily active users on short video platforms exceeding 1.2 billion, creators face three major operational challenges: data monitoring, multi-platform management, and public traffic conversion difficulties [1] Group 1: Data Monitoring - Traditional metrics like views and completion rates are insufficient for refined operations; advanced account diagnostic systems utilize AI algorithms to analyze deep metrics such as "0.5-second bounce rate" and "emotional trigger index" [2][4] - A beauty influencer used dynamic heat maps to identify viewer behavior, leading to a strategic content adjustment that resulted in a follower increase of 870,000 over three months [4] Group 2: Multi-Platform Management - Intelligent distribution systems enable creators to "create once, distribute everywhere," adapting videos to fit the characteristics of various platforms [5] - A tech review account achieved over 20 million followers and a single video exposure of 230 million through a matrix management system that tailored content for different platforms [5] Group 3: Traffic Conversion - Successful creators utilize "magnetic conversion paths" to transform public traffic into private assets; a knowledge payment team increased their WeChat add rate from 0.8% to 12.7% by embedding dynamic QR codes in videos [6] - The industry trend shows leading agencies adopting a "data cockpit + intelligent distribution hub + private domain connector" system, which generates comparative reports across 50 data dimensions and optimizes publishing strategies based on platform algorithms [6] - A creator in the agricultural sector improved video recommendation peak matching by 300% and achieved over 10 million in monthly sales through intelligent scheduling features [6] Future Outlook - The short video operation is expected to undergo a "decision intelligence" revolution in the next three months, where the differentiation will rely more on data-driven creative processes, system efficiency amplification, and technology-driven conversion reconstruction [6]