本期主题为 "2025年三大平台流量算法实战指南"，采用女生提问×男生解答形式，深度解析抖音、小红书、视频号的算法变革与破局策略：� 核心看点抖音算法：完播率权重下降30%，收藏/复访/追更成新核心。知识博主"米三汉"450分钟《红楼梦》解读5天千万点赞，验证中长视频价值。小红书算法：7级流量池+CES打分体系（评论4分/转发4分/关注8分），原创声明成流量入场券，未开原创可能被限流。视频号算法：社交推荐权重提升30%，"朋友"栏前置，私域冷启动→社交裂变→公域放大成标配路径。� 运营破局策略抖音：中长视频设计公式=价值预告（3秒）+可收藏元素（思维导图/搭配公式）+追更引导，收藏率提升15%。小红书：原创度≥60%+标签精准匹配+高权重互动设计（争议性问题/引导转发），CES分提升40%。视频号：私域冷启动（社群转发求点赞）+社交化内容（观点表达/身份认同），播放量破10万。更多系统化电商可以看全栈运营知识库，公众号：全栈运营知识库 麻雀朋友圈：QZYYZSK
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