personalization-6-buckets
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Chinese6 Buckets of Personalization
6个个性化模块框架
Bucket 1: Self-Authored Content (Highest Value)
模块1:原创内容(最高价值)
Content the prospect has created themselves:
- Speaking Engagements - Conferences, podcasts
- Webinars - Hosted or participated
- Articles - Blog posts, publications
- Posts - LinkedIn, Twitter content
Usage: Highest value personalization. Reference their thought leadership directly.
潜在客户自行创作的内容:
- 演讲活动 - 会议、播客
- 网络研讨会 - 主持或参与
- 文章 - 博客文章、出版物
- 帖子 - LinkedIn、Twitter内容
使用场景: 最高价值的个性化方式。直接引用他们的思想领导力内容。
Bucket 2: Engaged Content
模块2:互动内容
Content the prospect has interacted with:
- Commented On - Their comments on posts
- Shared - Content they've shared
- Liked Comments - Comments they've liked
- Liked Posts - Posts they've liked
Usage: Shows what topics interest them. Reference shared interests.
潜在客户曾互动过的内容:
- 评论过的内容 - 他们在帖子下的评论
- 分享过的内容 - 他们转发的内容
- 点赞过的评论 - 他们点赞的评论
- 点赞过的帖子 - 他们点赞的帖子
使用场景: 展示他们感兴趣的话题。引用共同的兴趣点。
Bucket 3: Self-Identified Traits
模块3:自我标识特质
How the prospect describes themselves:
- Profile Line ("About me" Section) - Bio content
- Company Line (Role, Specialization & Achievements) - Role description
- Headline (Below Profile Picture) - LinkedIn headline
Usage: Use their own words to frame relevance.
潜在客户对自身的描述:
- 个人简介(“关于我”板块) - 个人简介内容
- 公司相关描述(职位、专长与成就) - 职位说明
- 头像下方标题 - LinkedIn个人主页标题
使用场景: 用他们自己的语言来构建相关性。
Bucket 4: Junk Drawer
模块4:杂项信息
Personal details from their profile:
- Personal Interests - Hobbies, activities
- Volunteer Experience: Personal (Charity) - Causes they support
- Languages Spoken - Multilingual abilities
- Schools Attended - Education background
- Interested In/Following - Topics they follow
Usage: Build rapport but don't overdo it. Use sparingly.
来自他们个人资料的私人细节:
- 个人兴趣 - 爱好、活动
- 个人志愿经历(慈善) - 他们支持的公益事业
- 掌握语言 - 多语言能力
- 就读院校 - 教育背景
- 感兴趣/关注的内容 - 他们关注的话题
使用场景: 用于建立融洽关系,但不要过度使用。需谨慎运用。
Bucket 5: Background Centric
模块5:背景聚焦
Professional history and credentials:
- Tenure at Company - How long they've been there
- Professional Trajectory - Career movement
- Recommendations Given - Who they recommend
- Recommendations Received - Social proof
- Boards They're On - Board positions
- Volunteer Experience: Professional (Mentorship) - Industry involvement
- Awards Received - Recognition
- Certifications - Professional credentials
- Mutual Connections - Shared network
- Skill Endorsements - Endorsed abilities
Usage: Reference career achievements and professional credibility.
职业经历与资质:
- 公司任职年限 - 在当前公司的工作时长
- 职业发展轨迹 - 职业变动情况
- 给出的推荐 - 他们推荐过的人
- 收到的推荐 - 社交证明
- 任职的董事会 - 董事会职位
- 职业志愿经历(导师指导) - 行业参与情况
- 获得的奖项 - 荣誉认可
- 认证资质 - 专业证书
- 共同联系人 - 共享人脉
- 技能认可 - 获得的技能背书
使用场景: 引用职业成就与专业可信度。
Bucket 6: Company Level
模块6:企业层面
Company-wide information:
- Company Website Language - Messaging and positioning
- Company Post - Recent social content
- Company Blog Entry - Blog content
- Company News Mentions - Press coverage
- Company IPO - Public offering
- Company Funding - Investment rounds
- Company Financial Reports - Public financials
- M&A: Acquired/Were Acquired/Merged - M&A activity
- Company Growth - Growth trajectory
- Hiring / Made a "Key Hire" - Team changes
- Moved Headquarters / Opened New Locations - Expansion
- New Product/Feature/Integration Release - Product updates
- Impactful Marketing Moves - Marketing activities
- Company Competitors / Competitor Moves - Competitive landscape
- Negative/Positive Outputs/Midputs/Inputs - Business problems
Usage: Trigger-based personalization at scale.
公司整体信息:
- 公司官网话术 - 品牌信息与定位
- 公司社交帖子 - 近期社交内容
- 公司博客文章 - 博客内容
- 公司新闻报道 - 媒体曝光
- 公司IPO - 公开募股
- 公司融资 - 融资轮次
- 公司财务报告 - 公开财务数据
- 并购活动:收购/被收购/合并 - 并购行为
- 公司增长情况 - 发展轨迹
- 招聘/关键岗位招聘 - 团队变动
- 总部搬迁/新办公地点开设 - 扩张情况
- 新产品/功能/集成发布 - 产品更新
- 重要营销举措 - 营销活动
- 公司竞争对手/竞品动态 - 竞争格局
- 负面/正面产出/中间环节/投入 - 业务问题
使用场景: 规模化的触发式个性化策略。
5 Types of Core-Static Relevance (Fallback)
5种核心静态相关性(备选方案)
When personalization isn't possible:
- Demographic: Buyer Persona
- Firmographic: Company Segment
- Firmographic: Company Industry Vertical
- Firmographic: Company Market Geos
- Technographic: Tech Stack
当无法实现个性化时:
- 人口统计特征: 买家画像
- 企业统计特征: 公司细分群体
- 企业统计特征: 公司行业垂直领域
- 企业统计特征: 公司市场地域
- 技术统计特征: 技术栈
Combines with
可结合使用的技能
| Skill | Why |
|---|---|
| Turn bucket data into hooks |
| Automate bucket research |
| Choose personalization level |
| Apply buckets to sequence |
| 技能 | 原因 |
|---|---|
| 将模块数据转化为钩子内容 |
| 自动化模块调研 |
| 选择个性化程度 |
| 将模块应用于邮件序列 |
Example prompts
示例提示词
Research Bucket 1 (Self-Authored Content) for this prospect: [LinkedIn URL]Which bucket should I prioritize for a quick 50-prospect campaign?Create a strong hook using Bucket 6 (Company Level) data about their funding.Research Bucket 1 (Self-Authored Content) for this prospect: [LinkedIn URL]Which bucket should I prioritize for a quick 50-prospect campaign?Create a strong hook using Bucket 6 (Company Level) data about their funding.