行为追踪和个性化召回可能形成未预期的用户画像
原文依据:5 处Skill 建议按来源和群组追踪激活、根据用户行为个性化邮件,并以不活跃天数或未完成设置识别“停滞”用户后进行自动或人工联系。
实施后会把产品行为、来源、活跃状态和联系渠道组合用于画像及召回。如果未清楚告知、限制保留期或提供退出方式,终端用户可能收到未预期的监控和联系,并产生隐私、合规及品牌风险。
这些是设计建议,并不会自行收集或发送数据;但若照此实施,会把来源、群组、产品行为和不活跃状态用于细分、个性化邮件及人工联系。若终端用户未被告知或无法退出,可能形成超出预期的行为画像与营销触达。用户可要求作者说明同意、保留期限、最小化字段、退出机制以及人工联系的适用条件。
### Activation Metrics- % of signups who reach activation- Time to activation- Steps to activation- Activation by cohort/source查看另外 4 个位置
**Trigger-based emails:**- Welcome email (immediate)- Incomplete onboarding (24h, 72h)- Activation achieved (celebration + next step)- Feature discovery (days 3, 7, 14)**Email should:**- Reinforce in-app actions, not duplicate them- Drive back to product with specific CTA- Be personalized based on actions taken### DetectionDefine "stalled" criteria (X days inactive, incomplete setup)### Re-engagement Tactics1. **Email sequence** - Reminder of value, address blockers, offer help2. **In-app recovery** - Welcome back, pick up where left off3. **Human touch** - For high-value accounts, personal outreach**Email should:**- Reinforce in-app actions, not duplicate them- Drive back to product with specific CTA- Be personalized based on actions taken## Handling Stalled Users### DetectionDefine "stalled" criteria (X days inactive, incomplete setup)### Re-engagement Tactics1. **Email sequence** - Reminder of value, address blockers, offer help2. **In-app recovery** - Welcome back, pick up where left off3. **Human touch** - For high-value accounts, personal outreach