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| Day | Step | Channel | Action | Notes |
|---|---|---|---|---|
| 1 | 1 | Intro email (A/B subject lines) | Personalization Level 3+ | |
| 1 | 2 | Profile view + connection request | Same day as email | |
| 3 | 3 | Phone | Call attempt #1 + voicemail | Reference email |
| 4 | 4 | Follow-up email (value-add) | Different angle from Step 1 | |
| ... | ... | ... | ... | ... |
| 天数 | 步骤 | 渠道 | 动作 | 备注 |
|---|---|---|---|---|
| 1 | 1 | 邮件 | 初始邮件(A/B测试主题) | 个性化等级3+ |
| 1 | 2 | 查看主页+发送好友申请 | 与邮件同一天发送 | |
| 3 | 3 | 电话 | 首次致电+留言 | 提及已发送的邮件 |
| 4 | 4 | 邮件 | 跟进邮件(提供附加价值) | 与步骤1的切入点不同 |
| ... | ... | ... | ... | ... |
{{brackets}}{{大括号}}/sales-email-trackingPOST /sequences/:id/recipientsPOST /sequences/:id/recipients| Test # | What to test | Variant A | Variant B | Metric | Min sample size |
|---|---|---|---|---|---|
| 1 | Subject line (Step 1) | Pain-focused | Curiosity-based | Open rate | 100 sends each |
| 2 | CTA style (Step 1) | Specific time ask | Open-ended question | Reply rate | 100 sends each |
| 3 | Email length (Step 4) | Short (75 words) | Medium (125 words) | Reply rate | 100 sends each |
| 测试编号 | 测试内容 | 变体A | 变体B | 指标 | 最小样本量 |
|---|---|---|---|---|---|
| 1 | 步骤1主题 | 痛点导向 | 好奇心导向 | 打开率 | 各100次发送 |
| 2 | 步骤1行动号召风格 | 具体时间邀约 | 开放式问题 | 回复率 | 各100次发送 |
| 3 | 步骤4邮件长度 | 短(75词) | 中(125词) | 回复率 | 各100次发送 |
| Metric | Good | Great | If below "Good"... |
|---|---|---|---|
| Open rate | 40-50% | 50%+ | Fix subject lines, check deliverability, verify email addresses |
| Reply rate (total) | 8-12% | 15%+ | Improve personalization, test different angles, check targeting |
| Positive reply rate | 3-5% | 7%+ | Revisit value prop, check ICP fit, strengthen the ask |
| Meeting booked rate | 2-4% | 5%+ | Improve CTA clarity, offer more flexibility, add social proof |
| Bounce rate | <3% | <1% | Clean your list, use email verification tools, check domain health |
| Unsubscribe rate | <1% | <0.5% | Reduce frequency, improve relevance, check compliance |
| Call connect rate | 5-10% | 12%+ | Try different times of day, use local presence dialing, vary call days |
| 指标 | 良好水平 | 优秀水平 | 若低于“良好”需…… |
|---|---|---|---|
| 打开率 | 40-50% | 50%+ | 优化主题,检查投递率,验证邮箱地址 |
| 总回复率 | 8-12% | 15%+ | 提升个性化程度,测试不同切入点,检查目标用户匹配度 |
| 有效回复率 | 3-5% | 7%+ | 重新审视价值主张,检查理想客户画像匹配度,强化行动号召 |
| 会议预约率 | 2-4% | 5%+ | 优化行动号召清晰度,提供更多灵活性,添加社交证明 |
| 退信率 | <3% | <1% | 清理线索列表,使用邮箱验证工具,检查域名健康度 |
| 退订率 | <1% | <0.5% | 降低触达频率,提升内容相关性,检查合规性 |
| 电话接通率 | 5-10% | 12%+ | 尝试不同时段,使用本地号码拨号,调整致电日期 |
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