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主题为 "深耕样本管理，掌握深链经营时代的精准增长逻辑"，揭秘算法时代的增长密码，主要内容包括：� 核心看点样本认知革命：AIPL 模型新解读（认知 = 待验证样本 / 购买 = 有效样本 / 忠诚 = 核心样本）+ 单品样本与店铺样本的向量叠加原理召回逻辑协同：搜索场景成交词根堆叠（敏感肌保湿面霜案例流量提升 50%）+ 推荐场景行为相似性召回（法式连衣裙案例转化率 1.8 倍行业均值）锁定策略减法：标签减法（核心标签聚焦使业绩增长 50%）+ 向量减法（通勤轻奢定位使推荐精准度提升 60%）+ 词根减法（3 个成交词根贡献 70% 样本）付费加速模型：拉新场景相似人群定向（成本降 40%）+ 收割场景加购人群转化（转化率提升 35%）+ 直通车与精准人群协同（2 个月样本体量翻倍）
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