**1) Why “Clicked contact information” is high value** - It signals active buying intent: the lead wants direct human contact, not just content consumption. - 这是明确的购买意图信号：客户想直接联系销售，而不只是浏览内容。 - Clicks on contact details are rare and concentrated among in-market buyers, so they carry more weight than passive views. - 点击联系方式属于稀缺高意图行为，集中出现在真正有采购需求的买家身上，价值高于普通浏览。 **2) Why AI keeps this lead in C Pool** - Day 7 score is 13 vs. a C→B threshold of 60 — strong signal, but far below the upgrade bar. - 第7天得分13分，距离C升B的60分门槛差距很大——信号不错，但还不足以升级。 - Cumulative engagement (10 → 13) shows real interest but insufficient depth and frequency, so the model avoids premature upgrade. - 累计互动（10→13）说明有兴趣，但深度和频率不够，模型不会过早升级，避免浪费销售资源。 **3) Precise nurturing actions to trigger** - Send a lightweight, personalized response tied to the clicked channel (email/WeChat/call-back within 24h). - 在24小时内，通过客户点击的渠道发送个性化轻量跟进（邮件/微信/回电）。 - Deliver a targeted B2B proposal pack focused on 100-unit distribution use cases, plus a calendar link for a 15-min discovery call. - 推送针对100套分销场景的B2B方案包，并附上15分钟需求沟通的预约链接。 - Create a low-priority sales follow-up task (not full handoff) to keep human touch without overloading reps. - 创建低优先级的销售跟进任务（非正式转交），保持人工触达但不过度占用销售资源。 **4) How this supports a 100-unit distribution inquiry** - It converts anonymous interest into a named, contactable lead, which is the prerequisite for a distribution conversation. - 把匿名兴趣转化为可联系的具名线索，这是进入分销洽谈的前提。 - Tailored proposal + discovery call qualify budget, quantity and timeline early, improving win rate on large-volume deals. - 通过定制方案+需求沟通，提前确认预算、数量和周期，提升大额订单转化率。 - Continuous scoring then decides when to upgrade C→B and hand off to sales, keeping pipeline quality high and cycle time short. - 系统持续打分，决定何时从C升B并转交销售，保证管道质量并缩短成交周期。