Conversion Copywriting - Data-Driven Copy That Converts

转化型文案写作——数据驱动的高转化文案

Write copy that gets a "yes" using Joanna Wiebe's research-first, Voice of Customer methodology

采用Joanna Wiebe提出的「研究先行、以客户声音（Voice of Customer）为核心」的方法论撰写能引导用户做出肯定决策的文案

When to Use This Skill

适用场景

Writing landing pages, emails, or sales pages that need measurable conversion results
Starting a new copy project and need a systematic process to follow
Struggling with what to write and staring at a blank page
Wanting to prove ROI to clients with data-backed decisions
Improving existing copy through validation and testing
Training yourself or your team on professional copywriting methodology

撰写需要可衡量转化效果的着陆页、邮件或销售页
启动新的文案项目，需要一套系统化流程遵循
不知写什么，面对空白页面无从下手
希望通过数据驱动的决策向客户证明ROI
通过验证和测试优化现有文案
为自己或团队提供专业文案写作方法论培训

Methodology Foundation

方法论基础

Aspect	Details
Source	Copyhackers, Copy School
Expert	Joanna Wiebe - Creator of the term "conversion copywriting," founder of Copyhackers
Core Principle	"Conversion copywriting is data-driven copy that gets prospects to say yes. It's a science-based process that determines what to write and how to write it."

维度	详情
来源	Copyhackers、Copy School
专家	Joanna Wiebe——「转化型文案写作」概念的提出者，Copyhackers创始人
核心原则	"转化型文案写作是数据驱动的文案，旨在引导潜在用户做出肯定决策。这是一套基于科学的流程，明确了写什么以及如何撰写。"

What Claude Does vs What You Decide

Claude的职责与你的决策边界

Claude Does	You Decide
Structures production workflow	Final creative direction
Suggests technical approaches	Equipment and tool choices
Creates templates and checklists	Quality standards
Identifies best practices	Brand/voice decisions
Generates script outlines	Final script approval

Claude负责	由你决定
构建产出工作流	最终创意方向
提出技术方法建议	设备与工具选择
创建模板和检查清单	质量标准
识别最佳实践	品牌/语气决策
生成脚本大纲	最终脚本审批

What This Skill Does

本技能的作用

This skill transforms copywriting from a guessing game into a systematic, data-driven process. Instead of staring at a blank page and hoping inspiration strikes, you'll:

Research first - Find your messages in customer language, not your imagination
Listen more than write - Let Voice of Customer (VOC) data do the heavy lifting
Validate before launching - Test copy before committing fully
Measure everything - Know what's working and why

The result: Copy that converts because it says what customers actually want to hear, in the words they already use.

本技能将文案写作从靠灵感猜测的工作转变为系统化、数据驱动的流程。你无需再盯着空白页面等待灵感，而是可以：

先做研究——从客户的语言中提炼文案信息，而非凭空想象
多倾听少创作——让客户声音（VOC）数据发挥核心作用
上线前先验证——在全面投入前测试文案效果
量化所有指标——明确哪些内容有效及其原因

最终产出：因为文案说出了客户真正想听到的内容，并用他们习惯的表达方式呈现，所以能实现高转化。

How to Use

使用方法

Prompt Examples

提示词示例

Guide me through the conversion copywriting process for my [landing page/email/sales page].
Start with research questions I should answer before writing.

Help me extract Voice of Customer data from these customer reviews for my [product].
Identify the strongest messages and organize them into a hierarchy.

I have this VOC data: [paste data]. Turn it into copy for a [page type]
using the Copyhackers methodology.

Create a wireframe outline for my [landing page] that organizes these messages:
[list messages]. Include awareness stage transitions and CTA placement.

Run the 7 Sweeps editing process on this copy: [paste copy].
Start with the Clarity Sweep and work through all seven.

引导我完成[着陆页/邮件/销售页]的转化型文案写作流程。
先列出我在写作前需要回答的研究问题。

帮我从这些客户评价中提取[产品]的客户声音（VOC）数据。
识别最有影响力的信息并按优先级排序。

我有以下VOC数据：[粘贴数据]。请采用Copyhackers方法论将其转化为[页面类型]的文案。

为我的[着陆页]创建一个线框大纲，整合以下信息：
[列出信息]。包含认知阶段过渡和CTA位置规划。

对这段文案执行7步编辑流程：[粘贴文案]。
从清晰度检查开始，完成全部7步。

Instructions

操作指南

The 3-Part Process Overview

三步流程概览

┌─────────────────────────────────────────────────────────────┐
│  1. RESEARCH & DISCOVERY  │  2. WRITE, WIREFRAME, EDIT  │  3. VALIDATE & TEST  │
│      (Biggest phase)      │      (Synthesis phase)      │   (Proof phase)      │
└─────────────────────────────────────────────────────────────┘

No phase is optional. Even if a client says "just write," you still need research.

┌─────────────────────────────────────────────────────────────┐
│  1. 研究与探索  │  2. 撰写、线框设计与编辑  │  3. 验证与测试  │
│      (占比最大的阶段)      │      (整合阶段)      │   (验证阶段)      │
└─────────────────────────────────────────────────────────────┘

没有可选阶段。即使客户要求「直接写」，你仍需完成研究步骤。

Part 1: Research & Discovery

第一部分：研究与探索

"If research is not the biggest part of the work, 99% of the time it means you're doing it wrong."

Goal: Find your messages in customer language—don't invent them.

"如果研究不是工作中占比最大的部分，99%的情况说明你的方法有误。"

目标：从客户的语言中提炼文案信息——而非凭空创造。

Research Checklist

研究检查清单

How to Mine VOC Data

如何挖掘VOC数据

What to look for:

Pain language - How do they describe their problem?
Desire language - What outcome do they want?
Objection language - What's stopping them?
Trigger language - What made them start looking?
Value language - What benefits matter most?
Emotional language - How do they feel about all of the above?

How to organize:

Tag each insight by type (pain, desire, objection, etc.)
Note the source and frequency
Identify patterns and repeating themes
Rank by strength/emotion

关注要点：

痛点表述——他们如何描述自己的问题？
需求表述——他们想要什么结果？
异议表述——是什么阻止了他们？
触发点表述——是什么促使他们开始寻找解决方案？
价值表述——哪些收益对他们最重要？
情感表述——他们对上述所有内容的感受如何？

整理方法：

按类型（痛点、需求、异议等）标记每个洞察
记录来源和出现频率
识别模式和重复主题
按影响力/情感强度排序

Part 2: Writing, Wireframing & Editing

第二部分：撰写、线框设计与编辑

The Writing Setup

写作准备

Joanna's Split-Screen Method:

Open research/VOC data on LEFT side of screen
Open writing document on RIGHT side
Search VOC data for relevant keywords
Copy-paste actual customer language
Refine into copy (don't reinvent)

"You don't sit there and just start writing. Split your screen in two and take what people are saying and put it on the page."

Joanna的分屏法：

在屏幕左侧打开研究/VOC数据
在屏幕右侧打开写作文档
在VOC数据中搜索相关关键词
直接复制粘贴客户的真实表述
优化为文案内容（而非重新创作）

"你不能坐下来就直接开始写。将屏幕分成两半，把人们的真实表述放到页面上。"

The Writing Process

写作流程

Step 1: Determine Awareness Stage

Where is your reader starting?

Stage	They Know	Example Headline Approach
Unaware	Nothing	Lead with the problem/pain
Problem-Aware	They have a problem	Agitate the problem
Solution-Aware	Solutions exist	Differentiate your solution
Product-Aware	Your product exists	Prove you're the best choice
Most Aware	Ready to buy	Make the offer irresistible

Step 2: Map Your Messaging Hierarchy

What messages need to appear, and in what order?

Primary Message - The one thing they must understand
Supporting Messages - Evidence that backs up the primary
Objection Handlers - Address what's holding them back
Call to Action - The specific next step

Step 3: Select Your Framework

Framework	Best For
PAS (Problem-Agitate-Solve)	Short copy, high problem-awareness
AIDA (Attention-Interest-Desire-Action)	Longer sales pages
PPPP (Picture-Promise-Prove-Push)	Visual products
PASOP (Problem-Agitate-Solution-Outcome-Proof)	Complex solutions

Step 4: Draft Using VOC

Take raw VOC and transform:

Raw VOC:

"I was so frustrated with spreadsheets. Every month I'd spend 8 hours just reconciling data and I'd still find errors."

Transformed into Copy:

"Tired of losing 8+ hours every month to spreadsheet reconciliation—only to find errors anyway?"

步骤1：确定用户认知阶段

你的读者处于哪个认知阶段？

阶段	用户知晓情况	标题撰写思路示例
未知阶段	对问题一无所知	以痛点/问题为切入点
问题认知阶段	知道自己有问题	放大问题痛点
解决方案认知阶段	知道有解决方案存在	突出自身解决方案的差异化
产品认知阶段	知道你的产品存在	证明你是最佳选择
高度认知阶段	已准备好购买	让报价更具吸引力

步骤2：构建信息层级

哪些信息需要呈现，以及按什么顺序呈现？

核心信息——用户必须理解的关键内容
支撑信息——佐证核心信息的证据
异议处理——解决用户的顾虑
行动号召（CTA）——明确的下一步操作

步骤3：选择框架

框架	适用场景
PAS（问题-放大-解决）	短文案、用户对问题高度认知的场景
AIDA（注意-兴趣-欲望-行动）	长销售页
PPPP（场景-承诺-证明-推动）	视觉类产品
PASOP（问题-放大-解决方案-成果-证明）	复杂解决方案

步骤4：利用VOC撰写初稿

将原始VOC数据转化为文案：

原始VOC数据：

"我对电子表格烦透了。每个月我都要花8小时核对数据，但还是会发现错误。"

转化为文案：

"厌倦了每个月花8小时以上核对电子表格数据，最后还是发现错误？"

The 7 Sweeps Editing Process

7步编辑流程

After your first draft, run these sweeps in order:

Sweep	Focus	Key Question
1. Clarity	Is it clear?	Would a 12-year-old understand?
2. Voice	Does it sound right?	Is this how the brand/customer talks?
3. Proof	Is it believable?	Where's the evidence?
4. Specificity	Is it specific?	Can I add numbers, names, details?
5. Stickiness	Is it memorable?	Will they remember this tomorrow?
6. Emotion	Does it make them feel?	Where's the emotional hook?
7. Zero	What can I cut?	Does every word earn its place?

Clarity is ALWAYS first. Above everything else, copy must be clear.

完成初稿后，按以下顺序执行7步检查：

检查步骤	重点	核心问题
1. 清晰度	内容是否清晰？	12岁的孩子能理解吗？
2. 语气	语气是否合适？	这符合品牌/客户的说话方式吗？
3. 可信度	内容是否可信？	证据在哪里？
4. 具体性	内容是否具体？	能否添加数字、名称或细节？
5. 记忆点	内容是否易记？	他们明天还会记得这些内容吗？
6. 情感共鸣	能否引发情感？	情感钩子在哪里？
7. 精简性	哪些内容可以删除？	每个词都有存在的必要吗？

清晰度永远是第一位的。 无论如何，文案必须清晰易懂。

Wireframing

线框设计

Create a visual layout showing:

Where each message block goes
Image/video placeholders with notes
CTA placement and copy
Mobile considerations

Tools: Figma, Balsamiq, Photoshop, or even Google Docs with boxes

创建可视化布局，明确：

每个信息块的位置
图片/视频占位符及说明
CTA的位置和文案
移动端适配考虑

工具：Figma、Balsamiq、Photoshop，甚至用带框的Google Docs

Part 3: Validation & Experimentation

第三部分：验证与测试

"We test to validate and learn."

Goal: Ensure you're putting the best version out before committing.

"我们通过测试来验证和学习。"

目标：在全面投入前确保推出的是最佳版本。

Validation Methods

验证方法

Method	Best For	What It Tells You
5 Second Test	Headlines, hero sections	Clarity (not persuasion)
UserTesting	Full page experience	Usability, comprehension
Wynter	B2B messaging	Message resonance
Preview Emails	Email copy	Open/click behavior
Scroll/Click Maps	Soft launch	Engagement patterns

方法	适用场景	能获得的信息
5秒测试	标题、核心区域	内容清晰度（而非说服力）
UserTesting	完整页面体验	可用性、理解度
Wynter	B2B信息传递	信息共鸣度
邮件预览测试	邮件文案	打开/点击行为
滚动/点击热力图	软启动	用户参与模式

A/B Testing When Possible

尽可能进行A/B测试

Test one variable at a time:

Headlines
CTAs
Lead image
Offer structure
Social proof placement

Note: You can't A/B test everything. Validation fills the gaps.

每次只测试一个变量：

标题
CTA
首图
报价结构
社交证明位置

注意：你无法对所有内容进行A/B测试，验证方法可以填补这一空白。

Examples

示例

Example 1: SaaS Landing Page Process

示例1：SaaS着陆页流程

Research Phase (Week 1):

Interviewed 5 customers
Mined 50 G2 reviews
Analyzed 10 competitor pages
Reviewed 20 support tickets

Key VOC Finding:

"I was drowning in Slack notifications. By the time I found the message I needed, I'd lost 20 minutes and my train of thought."

Messaging Hierarchy:

Primary: "Find any message in seconds, not minutes"
Supporting: AI-powered search across all channels
Objection Handler: "Works with your existing Slack—no migration"
CTA: "Start free trial"

Draft Headline:

"Stop drowning in Slack. Find any message in seconds."

After 7 Sweeps:

"Find any Slack message in 3 seconds. Not 20 minutes." (Added specificity, cut unnecessary words)

Validation:

5 Second Test: 85% understood the value prop
A/B tested against control: +34% signups

研究阶段（第1周）：

访谈5位客户
挖掘50条G2评价
分析10个竞品页面
审核20条支持工单

关键VOC发现：

"我被Slack通知淹没了。等我找到需要的消息时，已经浪费了20分钟，思路也被打断了。"

信息层级：

核心："3秒内找到任意消息，而非20分钟"
支撑：跨所有渠道的AI驱动搜索
异议处理："无需迁移，可直接对接现有Slack"
CTA："开始免费试用"

初稿标题：

"告别Slack信息轰炸。3秒找到任意消息。"

7步编辑后：

"3秒找到任意Slack消息。而非20分钟。" (增加了具体性，删除了冗余内容)

验证结果：

5秒测试：85%的用户理解了价值主张
与对照组A/B测试：注册量提升34%

Example 2: Email Sequence for Course Launch

示例2：课程推广邮件序列

VOC from Survey:

"I keep signing up for courses but never finish them. I feel guilty every time I see another one in my inbox."

Email 1 Subject (Problem-Aware):

"That course you never finished? Not your fault."

Email 1 Opening:

"You've bought courses before. Started strong. Then... nothing.

The guilt sits there in your inbox. Every email from that course creator feels like a reminder of another thing you didn't follow through on.

Here's the thing: It's not a willpower problem."

Transformation Notes:

Used exact phrase "never finish"
Captured the "guilt" emotion from VOC
Moved from Problem → Solution setup

调研获取的VOC数据：

"我不断报名课程，但从来没完成过。每次看到收件箱里的课程邮件，我都感到愧疚。"

邮件1主题（问题认知阶段）：

"你没完成的那门课程，错不在你。"

邮件1开头：

"你以前报过课程。一开始充满动力，然后就没有然后了。

愧疚感一直留在你的收件箱里。每次收到课程创作者的邮件，都像是在提醒你又一件没完成的事。

但事实是：这不是意志力的问题。"

转化说明：

使用了用户的原话“没完成”
捕捉到了用户的“愧疚”情绪
从问题引入过渡到解决方案

Checklists & Templates

检查清单与模板

Pre-Writing Research Checklist

写作前研究检查清单

markdown

undefined

markdown

undefined

Research Checklist for: [Project Name]

[项目名称]研究检查清单

Customer Voice Sources

客户声音来源

Competitive Intel

竞品情报

Top 3 competitors audited
Competitor reviews analyzed
Positioning gaps identified

完成Top3竞品审计
竞品评价分析完成
定位差距识别完成

Internal Sources

内部来源

Existing copy audited
Analytics reviewed
Team interviewed (sales, support)

现有文案审计完成
数据分析完成
团队访谈完成（销售、支持部门）

Synthesis

整合工作

VOC-to-Copy Translation Template

VOC转文案模板

markdown

undefined

markdown

undefined

VOC Translation for: [Page/Email Name]

[页面/邮件名称]VOC转文案模板

Raw VOC Quote:

原始VOC引用:

"[Paste exact customer language]"

"[粘贴客户原话]"

Source:

来源:

[Interview / Review / Survey / Support ticket]

[访谈 / 评价 / 调研 / 支持工单]

Message Type:

信息类型:

[ ] Pain [ ] Desire [ ] Objection [ ] Trigger [ ] Value

[ ] 痛点 [ ] 需求 [ ] 异议 [ ] 触发点 [ ] 价值

Transformed Copy:

转化后文案:

[Your refined version]

[你的优化版本]

Placement:

放置位置:

[ ] Headline [ ] Subhead [ ] Body [ ] CTA [ ] Testimonial

undefined

[ ] 标题 [ ] 副标题 [ ] 正文 [ ] CTA [ ] 客户证言

undefined

7 Sweeps Worksheet

7步编辑工作表

markdown

undefined

markdown

undefined

7 Sweeps for: [Asset Name]

[资产名称]7步编辑工作表

Sweep 1: Clarity

步骤1：清晰度

Main message understood in 5 seconds?
No jargon or insider language?
Simple sentence structure?

核心信息能在5秒内被理解？
没有行话或内部术语？
句子结构简单？

Sweep 2: Voice

步骤2：语气

Sounds like the brand?
Sounds like how customers talk?
Consistent throughout?

符合品牌调性？
符合客户的说话方式？
全程保持一致？

Sweep 3: Proof

步骤3：可信度

Claims backed by evidence?
Testimonials/case studies included?
Numbers and data where helpful?

所有主张都有证据支撑？
包含客户证言/案例研究？
必要时使用了数据和数字？

Sweep 4: Specificity

步骤4：具体性

Generic words replaced with specific?
Numbers instead of "many" or "some"?
Names, places, details added?

通用词汇替换为具体表述？
用数字替代“很多”或“一些”？
添加了名称、地点或细节？

Sweep 5: Stickiness

步骤5：记忆点

Memorable phrases or hooks?
Would reader recall this tomorrow?
Any "quotable" lines?

有令人难忘的短语或钩子？
用户明天还能记得这些内容吗？
有可引用的语句吗？

Sweep 6: Emotion

步骤6：情感共鸣

Emotional trigger present?
Reader can feel the pain/desire?
Human, not robotic?

有情感触发点？
用户能感受到痛点/需求？
人性化，而非机械生硬？

Sweep 7: Zero

步骤7：精简性

Every word earns its place?
Redundancies removed?
Could be shorter without losing meaning?

---

每个词都有存在的必要？
删除了冗余内容？
能否在不丢失信息的前提下更简短？

---

Skill Boundaries

技能边界

What This Skill Does Well

本技能擅长的领域

Structuring audio production workflows
Providing technical guidance
Creating quality checklists
Suggesting creative approaches

构建音频制作工作流
提供技术指导
创建质量检查清单
提出创意方向建议

What This Skill Cannot Do

本技能无法完成的事项

Replace audio engineering expertise
Make subjective creative decisions
Access or edit audio files directly
Guarantee commercial success

替代音频工程专业知识
做出主观创意决策
直接访问或编辑音频文件
保证商业成功

References

参考资料

Courses: Copyhackers Copy School, 10x Freelance Copywriter
Free Resources: Copyhackers.com tutorials, Where Stellar Messages Come From (free ebook)
Expert: Joanna Wiebe, original conversion copywriter

Source:

sources/books/wiebe-conversion-copywriting.md

课程：Copyhackers Copy School、10x Freelance Copywriter
免费资源：Copyhackers.com教程、《优质文案的来源》（免费电子书）
专家：Joanna Wiebe，转化型文案写作的开创者

来源：

sources/books/wiebe-conversion-copywriting.md

conversion-copywriting

Original

Translation

Conversion Copywriting - Data-Driven Copy That Converts

转化型文案写作——数据驱动的高转化文案

When to Use This Skill

适用场景

Methodology Foundation

方法论基础

What Claude Does vs What You Decide

Claude的职责与你的决策边界

What This Skill Does

本技能的作用

How to Use

使用方法

Prompt Examples

提示词示例

Instructions

操作指南

The 3-Part Process Overview

三步流程概览

Part 1: Research & Discovery

第一部分：研究与探索

Research Checklist

研究检查清单

How to Mine VOC Data

如何挖掘VOC数据

Part 2: Writing, Wireframing & Editing

第二部分：撰写、线框设计与编辑

The Writing Setup

写作准备

The Writing Process

写作流程

The 7 Sweeps Editing Process

7步编辑流程

Wireframing

线框设计

Part 3: Validation & Experimentation

第三部分：验证与测试

Validation Methods

验证方法

A/B Testing When Possible

尽可能进行A/B测试

Examples

示例

Example 1: SaaS Landing Page Process

示例1：SaaS着陆页流程

Example 2: Email Sequence for Course Launch

示例2：课程推广邮件序列

Checklists & Templates

检查清单与模板

Pre-Writing Research Checklist

写作前研究检查清单

Research Checklist for: [Project Name]

[项目名称]研究检查清单

Customer Voice Sources

客户声音来源

Competitive Intel

竞品情报

Internal Sources

内部来源

Synthesis

整合工作

VOC-to-Copy Translation Template

VOC转文案模板

VOC Translation for: [Page/Email Name]

[页面/邮件名称]VOC转文案模板

Raw VOC Quote:

原始VOC引用:

Source:

来源:

Message Type:

信息类型:

Transformed Copy:

转化后文案:

Placement:

放置位置:

7 Sweeps Worksheet

7步编辑工作表

7 Sweeps for: [Asset Name]