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conversion-diagnostic-kit

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Original

English
🇨🇳

Translation

Chinese

Conversion Diagnostic Kit Skill

转化诊断套件Skill

When to Use

适用场景

  • Sudden drops in conversion, AOV, or checkout completion.
  • Preparing experiment backlogs tied to funnel pain points.
  • Aligning engineering, UX, and marketing on remediation priorities.
  • 转化率、客单价（AOV）或结账完成率出现骤降时。
  • 针对漏斗痛点准备实验待办事项时。
  • 协调工程、UX和营销团队确定整改优先级时。

Framework

框架

  1. Signal Stack – analytics, heatmaps, session replay, VOC, performance metrics.
  2. Segmentation Grid – device, channel, geography, campaign, customer type.
  3. Issue Taxonomy – UX friction, merchandising mismatch, technical/performance, policy/payment.
  4. Prioritization Model – score by impact, confidence, effort, and guardrail risk.
  5. Action Tracker – link issues to owners, experiments, or engineering tickets.
  1. 信号栈 – 分析数据、热力图、会话重放、用户声音（VOC）、性能指标。
  2. 细分网格 – 设备、渠道、地域、营销活动、客户类型。
  3. 问题分类 – UX摩擦、商品展示不匹配、技术/性能问题、政策/支付问题。
  4. 优先级模型 – 按影响范围、可信度、实施成本和风险阈值打分。
  5. 行动追踪器 – 将问题与负责人、实验项目或工程工单关联。

Templates

模板

  • Conversion diagnostic workbook (data inputs, findings, recommended tests).
  • Standup agenda for cross-functional conversion war rooms.
  • Experiment brief template with hypothesis, KPIs, guardrails.
  • 转化诊断工作手册（数据输入、调研结果、推荐测试方案）。
  • 跨职能转化攻坚会议的站会议程。
  • 包含假设、关键绩效指标（KPIs）、风险阈值的实验简报模板。

Tips

技巧

  • Pair quant data with VOC clips for stakeholder alignment.
  • Keep diagnostics lightweight (48-hour turnaround) for high-velocity campaigns.
  • Use alongside 
    diagnose-conversion-drop
    command for automated reporting.
  • 将量化数据与用户声音（VOC）片段结合，以便对齐相关方认知。
  • 保持诊断流程轻量化（48小时内完成），适配高速推进的营销活动。
  • 搭配
    diagnose-conversion-drop
    命令使用，实现自动化报告。