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IRON LAW: Every Notification Must Earn Its Send
Each notification interrupts the user. If it doesn't deliver clear value
to the RECIPIENT (not to your business), it erodes trust and drives
opt-outs. Before sending: "Would the user thank me for this notification?"
If no → don't send.铁律:每条通知都必须值得发送
每条通知都会打扰用户。如果它不能为接收者(而非你的业务)传递明确价值,就会损害信任并导致退订。发送前请自问:「用户会感谢我发送这条通知吗?」如果答案是否定的→不要发送。| Channel | Open Rate | Speed | Cost | Best For | Limitations |
|---|---|---|---|---|---|
| Push notification | 5-15% | Instant | Free | Time-sensitive, action-needed | Easy to opt out, limited text |
| 15-25% | Minutes | Low | Detailed content, receipts, newsletters | Spam filters, slow | |
| SMS | 90%+ open | Instant | $$$ | Critical alerts, OTP, urgent | Expensive, intrusive, regulatory |
| In-app | 25-40% | Next session | Free | Feature announcements, tips | Only reaches active users |
| LINE/Messenger | 40-60% | Instant | Free-$ | Conversational, Taiwan/Asia | Platform dependency |
| 渠道 | 打开率 | 速度 | 成本 | 适用场景 | 局限性 |
|---|---|---|---|---|---|
| 推送通知 | 5-15% | 即时 | 免费 | 时效性强、需用户操作的内容 | 易退订、文本长度受限 |
| 邮件 | 15-25% | 数分钟 | 低 | 详细内容、收据、新闻通讯 | 易被垃圾邮件过滤器拦截、速度慢 |
| 短信(SMS) | 90%+ | 即时 | 高 | 关键警报、一次性验证码(OTP)、紧急内容 | 成本高、具侵入性、受监管限制 |
| 应用内通知 | 25-40% | 用户下次打开应用时 | 免费 | 功能公告、使用提示 | 仅触达活跃用户 |
| LINE/信使(Messenger) | 40-60% | 即时 | 免费-低 | 对话式内容、台湾/亚洲地区用户 | 依赖平台 |
| Audience | Best Time | Worst Time |
|---|---|---|
| B2C general | 10-12 AM, 7-9 PM | 12-6 AM, during commute |
| B2B | Tue-Thu 9-11 AM | Weekends, Friday PM |
| E-commerce | Thu-Sat (pre-weekend shopping) | Monday AM |
| Breaking/urgent | Immediately | N/A |
| 受众群体 | 最佳发送时间 | 最差发送时间 |
|---|---|---|
| 普通B2C用户 | 上午10-12点、晚上7-9点 | 凌晨12-6点、通勤时段 |
| B2B用户 | 周二至周四上午9-11点 | 周末、周五下午 |
| 电商用户 | 周四至周六(周末购物前) | 周一上午 |
| 突发/紧急内容 | 立即发送 | 无 |
| Tier | What | Example | Lift vs Generic |
|---|---|---|---|
| None | Same message to all | "Check out our sale!" | Baseline |
| Segment | By user group | "As a premium member, you get early access" | +20-30% |
| Behavioral | Based on past actions | "The item in your cart is almost sold out" | +40-60% |
| Individual | 1:1 personalized | "Hi [Name], your favorite [Product] is back in stock" | +60-80% |
| 层级 | 内容 | 示例 | 相较于通用内容的提升幅度 |
|---|---|---|---|
| 无个性化 | 所有用户收到相同消息 | 「快来看看我们的促销活动!」 | 基准线 |
| 分群个性化 | 按用户群体发送 | 「作为高级会员,您享有提前参与权限」 | +20-30% |
| 行为触发个性化 | 基于用户过往行为发送 | 「您购物车中的商品即将售罄」 | +40-60% |
| 一对一个性化 | 针对单个用户定制 | 「嗨,[姓名],您喜爱的[产品]已补货」 | +60-80% |
| Signal | What It Means | Action |
|---|---|---|
| Open rate declining | Content losing relevance | Improve targeting/content |
| Opt-out rate > 0.5%/send | Sending too much or wrong content | Reduce frequency, segment better |
| Uninstall spike after push | Notifications are driving users away | Immediately reduce volume |
| Click rate declining but open rate stable | Subject lines good, content disappointing | Improve content/offer quality |
| 信号 | 含义 | 应对措施 |
|---|---|---|
| 打开率持续下降 | 内容相关性降低 | 优化目标受众/内容 |
| 单次发送退订率>0.5% | 发送过于频繁或内容不当 | 降低发送频率、优化分群 |
| 推送后卸载量激增 | 通知导致用户流失 | 立即减少发送量 |
| 点击率下降但打开率稳定 | 标题不错,但内容不尽人意 | 提升内容/优惠质量 |
| Element | What to Test | Example |
|---|---|---|
| Subject/title | Length, tone, emoji, personalization | "Your order shipped 📦" vs "Order #1234 is on its way" |
| Timing | Hour of day, day of week | 10 AM vs 7 PM |
| Content | Short vs detailed, image vs text-only | 20 words vs 50 words |
| CTA | Button text, action type | "View" vs "Track Now" |
| Channel | Push vs email vs in-app for same message | Same content, different channel |
| 测试元素 | 测试内容 | 示例 |
|---|---|---|
| 标题 | 长度、语气、表情符号、个性化 | 「您的订单已发货 📦」 vs 「订单#1234已发出」 |
| 发送时间 | 一天中的时段、一周中的日期 | 上午10点 vs 晚上7点 |
| 内容 | 简洁版vs详细版、图文版vs纯文字版 | 20字 vs 50字 |
| 行动号召(CTA) | 按钮文字、操作类型 | 「查看」 vs 「立即追踪」 |
| 渠道 | 同一内容分别使用推送、邮件、应用内通知 | 内容相同,渠道不同 |
undefinedundefined| Message Type | Primary Channel | Fallback | Frequency |
|---|---|---|---|
| {type} | {channel} | {backup} | {max/period} |
| 消息类型 | 主渠道 | 备用渠道 | 发送频率 |
|---|---|---|---|
| {类型} | {渠道} | {备用渠道} | {周期内最大条数} |
| Segment | Notification | Personalization Tier |
|---|---|---|
| {segment} | {content} | None/Segment/Behavioral/Individual |
| 用户群体 | 通知内容 | 个性化层级 |
|---|---|---|
| {用户群体} | {内容} | 无/分群/行为触发/一对一 |
| Segment | Send Time | Day | Timezone |
|---|---|---|---|
| {segment} | {HH:MM} | {day(s)} | {user's TZ} |
| 用户群体 | 发送时间 | 日期 | 时区 |
|---|---|---|---|
| {用户群体} | {HH:MM} | {日期} | {用户所在时区} |
| Test | Variant A | Variant B | Metric | Sample |
|---|---|---|---|---|
| {test} | {A} | {B} | {open rate / CTR} | {N users} |
undefined| 测试项 | 变体A | 变体B | 衡量指标 | 样本量 |
|---|---|---|---|---|
| {测试项} | {A内容} | {B内容} | {打开率/点击率} | {N位用户} |
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