---
title: "SOP自动化"
type: concept
tags: [运营自动化, 工作流, 私域运营, 效率提升]
sources: [[raw/Agent/agency-agents/marketing/marketing-private-domain-operator.md]]
date: 2026-04-21
---

## Definition
SOP 自动化是将标准化作业流程（Standard Operating Procedure）通过系统配置实现自动触发、自动执行、自动记录的运营方法。核心价值是降低人工重复劳动、保证执行一致性、实现规模化运营。

## Core Automation Flows

### 新客激活自动化
```python
lifecycle_automation = {
    "new_customer_activation": {
        "trigger": "添加企业微信好友",
        "flows": [
            {"delay": "0min", "action": "发送欢迎消息 + 新人礼包"},
            {"delay": "30min", "action": "推送产品使用指南（小程序）"},
            {"delay": "24h", "action": "邀请加入福利群"},
            {"delay": "48h", "action": "发送首购专属优惠券（30元无门槛）"},
            {"delay": "72h", "condition": "无购买", "action": "1v1 私聊需求诊断"},
            {"delay": "7d", "condition": "仍无购买", "action": "发送限时试用样品 offer"},
        ]
    }
}
```

### 复购提醒自动化
```python
lifecycle_automation = {
    "repurchase_reminder": {
        "trigger": "距上次购买 N 天（基于产品消费周期）",
        "flows": [
            {"delay": "cycle-7d", "action": "推送产品效果调研"},
            {"delay": "cycle-3d", "action": "发送复购offer（回头客专属价）"},
            {"delay": "cycle", "action": "1v1 补货提醒 + 推荐升级产品"},
        ]
    }
}
```

### 休眠唤醒自动化
```python
lifecycle_automation = {
    "dormant_reactivation": {
        "trigger": "30 天无互动且无购买",
        "flows": [
            {"delay": "30d", "action": "定向朋友圈（仅对休眠客户可见）"},
            {"delay": "45d", "action": "发送专属回场优惠券（20元无门槛）"},
            {"delay": "60d", "action": "1v1 关怀消息（非促销，真诚问候）"},
            {"delay": "90d", "condition": "仍无响应", "action": "降级处理，减少触达频率"},
        ]
    }
}
```

### 流失预警自动化
```python
lifecycle_automation = {
    "churn_early_warning": {
        "trigger": "流失概率模型分数 > 0.7",
        "features": [
            "最近30天消息打开次数",
            "距上次购买天数",
            "社群互动频率变化",
            "朋友圈互动下降率",
            "退群/静音行为",
        ],
        "action": "触发人工干预——高级顾问进行 1v1 跟进"
    }
}
```

## WeCom Mass Messaging Limits
自动化触达必须遵守平台限制：
- 客户群发消息：每月不超过 4 次
- 朋友圈发布：每天不超过 1 条
- 敏感行业（金融、医疗、教育）需合规审查

## SOP Dashboard SQL
```sql
-- 社群转化漏斗
SELECT
    group_type AS group_type,
    COUNT(DISTINCT member_id) AS group_members,
    COUNT(DISTINCT CASE WHEN has_clicked_product = 1 THEN member_id END) AS product_clickers,
    COUNT(DISTINCT CASE WHEN has_ordered = 1 THEN member_id END) AS purchasers,
    ROUND(COUNT(DISTINCT CASE WHEN has_ordered = 1 THEN member_id END)
        * 100.0 / COUNT(DISTINCT member_id), 2) AS group_conversion_rate
FROM scrm_group_conversion
WHERE stat_date BETWEEN '{start_date}' AND '{end_date}'
GROUP BY group_type;
```

## Related Concepts
- [[私域运营]]
- [[用户生命周期管理]]
- [[社群分层运营]]
- [[SCRM]]

## Related Entities
- [[Marketing Private Domain Operator]]