**Day 7 Behavior → AI Score → Pool Upgrade → Actions → Business Impact** - **Repeated demo views = real purchase intent, not casual browsing.** Watching the Cultural Insights Demo multiple times signals active solution evaluation — this is high-value, because repeat engagement is one of the strongest predictors of pipeline conversion. 反复观看文化洞察演示意味着客户在认真评估方案，而非随意浏览。重复深度互动是预测成交的最强信号之一，因此被视为高价值行为。 - **Score 53 → 67 crosses the 60 threshold, so AI upgrades C → B automatically.** The behavior-driven score jump (not manual judgment) justifies the upgrade; the customer is now 67/120 toward A-Pool, with a clear path forward. 评分从 53 升至 67，越过 60 分阈值，AI 自动将客户从 C 池升级至 B 池。这是基于行为的客观升级，距 A 池（120 分）已有清晰路径。 - **Trigger precise B2B actions: send a tailored proposal + create a sales follow-up task within 24h.** Recommended playbook: share a Cultural Insights–focused proposal (with 100-unit distribution pricing options) and assign an AE follow-up call to probe training scope and decision timeline. 触发精准动作：24 小时内发送定制化 B2B 方案，并创建销售跟进任务。建议方案聚焦文化洞察模块，并附 100 单元分销报价选项，同时安排客户经理跟进，探明培训规模与决策时间表。 - **This directly supports the 100-unit distribution inquiry.** Repeat demo viewing + B-Pool upgrade = high-intent distributor; a unit-based proposal and timely follow-up shorten the sales cycle and improve win rate on large-volume deals. 此举直接支撑 100 单元分销询盘转化。重复观看演示加上 B 池升级，说明这是高意向分销商；按单元报价的方案与及时跟进可缩短销售周期，提升大单成交率。 - **Net effect: higher pipeline quality and sales efficiency.** AI routes only qualified, behavior-backed leads to sales — reducing wasted effort and focusing AE time on deals with real volume potential. 总体效果：提升商机质量与销售效率。AI 只将有行为数据支撑的合格线索交给销售，减少无效投入，让客户经理聚焦真正有批量潜力的商机。