problem-interview

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Problem Interview

问题访谈

Validate that the problem you want to solve is real, painful, and worth solving before building anything. Master Cindy Alvarez's structured approach to problem discovery interviews.
在开发任何产品之前,先验证你想要解决的问题是否真实、是否让用户痛苦、是否值得解决。掌握Cindy Alvarez提出的结构化问题发现访谈方法。

When to Use This Skill

该技能的适用场景

  • Before solution interviews to confirm the problem exists
  • Early customer discovery to understand the problem space
  • Pivoting to find new problems worth solving
  • Market expansion to understand problems in new segments
  • Feature prioritization to validate which problems matter most
  • Hypothesis testing to validate or invalidate problem assumptions
  • 解决方案访谈前:确认问题是否存在
  • 早期客户探索阶段:了解问题领域
  • 业务转型时:寻找值得解决的新问题
  • 市场拓展时:了解新细分市场的问题
  • 功能优先级排序时:验证哪些问题最为关键
  • 假设测试时:验证或推翻关于问题的假设

Methodology Foundation

方法论基础

AspectDetails
SourceCindy Alvarez - "Lean Customer Development" (2014)
Core Principle"Problem interviews help you understand the problem space before committing to a solution. You're not pitching—you're learning."
Why This MattersMost startups fail because they solve problems people don't care enough about. Problem interviews prevent building solutions to non-problems.
方面详情
来源Cindy Alvarez - 《Lean Customer Development》(2014)
核心原则"问题访谈能帮你在投入解决方案之前先理解问题领域。你不是在推销,而是在学习。"
重要性大多数创业公司失败的原因是他们解决的问题用户并不在意。问题访谈能避免为不存在的问题开发解决方案。

What Claude Does vs What You Decide

Claude的职责与你的决策

Claude DoesYou Decide
Structures production workflowFinal creative direction
Suggests technical approachesEquipment and tool choices
Creates templates and checklistsQuality standards
Identifies best practicesBrand/voice decisions
Generates script outlinesFinal script approval
Claude负责由你决策
构建标准化工作流程最终创意方向
提出技术方法建议设备与工具选择
创建模板与检查表质量标准
识别最佳实践品牌/风格决策
生成脚本大纲最终脚本审批

What This Skill Does

该技能的作用

  1. Structures problem exploration - Systematic approach to understanding pain points
  2. Identifies problem severity - Distinguishes "nice to have" from "must solve"
  3. Discovers existing solutions - Understands what people do today
  4. Validates problem frequency - How often does this problem occur?
  5. Finds problem context - When and where does the problem happen?
  6. Generates solution hints - What would ideal look like?
  1. 结构化问题探索 - 系统地理解用户痛点
  2. 识别问题严重程度 - 区分“锦上添花”和“必须解决”的问题
  3. 发现现有解决方案 - 了解用户当前的应对方式
  4. 验证问题发生频率 - 该问题多久出现一次?
  5. 明确问题场景 - 问题在何时何地发生?
  6. 获取解决方案线索 - 理想的解决方案是什么样的?

How to Use

使用方法

Prepare Problem Interview Script

准备问题访谈脚本

I want to validate this problem hypothesis: [problem statement]
Target customer: [who]
Create a problem interview script with open-ended questions.
I want to validate this problem hypothesis: [problem statement]
Target customer: [who]
Create a problem interview script with open-ended questions.

Analyze Problem Interview Results

分析问题访谈结果

I conducted [X] problem interviews. Here's what I learned: [summary]
Analyze whether the problem is validated.
What should I do next?
I conducted [X] problem interviews. Here's what I learned: [summary]
Analyze whether the problem is validated.
What should I do next?

Design Problem Interview Experiment

设计问题访谈实验

Help me design a problem interview experiment to test:
Hypothesis: [problem hypothesis]
Target: [customer segment]
Sample size and success criteria needed.
Help me design a problem interview experiment to test:
Hypothesis: [problem hypothesis]
Target: [customer segment]
Sample size and success criteria needed.

Instructions

操作步骤

Step 1: Define Your Problem Hypothesis

步骤1:定义问题假设

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Problem Hypothesis Template

问题假设模板

The Problem Statement

问题陈述

"I believe [customer segment] has a problem with [problem area] because [reason/observation]."
"我认为[客户细分群体]在[问题领域]存在问题, 原因是[理由/观察结果]。"

Assumptions to Validate

需要验证的假设

#AssumptionConfidenceEvidence
1The problem existsLow/Med/HighNone yet
2The problem is frequent (happens often)Low/Med/HighNone yet
3The problem is severe (causes real pain)Low/Med/HighNone yet
4People are actively seeking solutionsLow/Med/HighNone yet
5Current solutions are inadequateLow/Med/HighNone yet
#假设置信度证据
1问题确实存在低/中/高暂无
2问题频繁发生低/中/高暂无
3问题造成严重困扰低/中/高暂无
4用户正在积极寻找解决方案低/中/高暂无
5当前解决方案无法满足需求低/中/高暂无

What Would Invalidate This?

推翻假设的条件

  • If fewer than [X%] mention this problem unprompted
  • If the problem happens less than [frequency]
  • If severity rating is below [threshold]
  • If people aren't spending time/money to solve it

---
  • 主动提及该问题的受访者占比低于[X%]
  • 问题发生频率低于[频次]
  • 严重程度评分低于[阈值]
  • 用户未投入时间/金钱解决该问题

---

Step 2: Structure the Problem Interview

步骤2:构建问题访谈框架

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Problem Interview Framework

问题访谈框架

Interview Goals

访谈目标

  1. Understand the CONTEXT where the problem occurs
  2. Measure the SEVERITY of the problem
  3. Discover EXISTING SOLUTIONS they use
  4. Identify FREQUENCY of the problem
  5. Find the COST (time, money, emotion) of the problem
  1. 理解问题发生的场景
  2. 衡量问题的严重程度
  3. 发现用户当前使用的解决方案
  4. 确定问题的发生频率
  5. 计算问题的成本(时间、金钱、情感)

Interview Structure (30 minutes)

访谈结构(30分钟)

Part 1: Context Setting (5 min)
  • "Tell me about your role and what you're responsible for..."
  • "Walk me through a typical day/week..."
  • Goal: Understand their world before diving into problems
Part 2: Problem Exploration (15 min)
  • "What are the biggest challenges you face with [area]?"
  • "Tell me about the last time [problem] happened..."
  • "What was the hardest part about that?"
  • "How often does this happen?"
  • Goal: Deep dive into problem, frequency, severity
Part 3: Current Solutions (7 min)
  • "How do you handle this today?"
  • "What have you tried in the past?"
  • "What works? What doesn't?"
  • "What do you wish existed?"
  • Goal: Understand competitive landscape from customer view
Part 4: Impact & Close (3 min)
  • "How much time/money does this cost you?"
  • "If this problem disappeared, what would change?"
  • "Who else deals with this that I should talk to?"
  • Goal: Quantify impact, get referrals

---
第一部分:场景铺垫(5分钟)
  • "请介绍一下你的职位和工作职责..."
  • "请描述一下你典型的一天/一周的工作..."
  • 目标:在深入问题前先了解用户的工作环境
第二部分:问题探索(15分钟)
  • "你在[领域]遇到的最大挑战是什么?"
  • "请描述你最近一次遇到[问题]的经历..."
  • "当时最困难的部分是什么?"
  • "这种情况多久发生一次?"
  • 目标:深入了解问题、发生频率和严重程度
第三部分:当前解决方案(7分钟)
  • "你现在是如何处理这个问题的?"
  • "你过去尝试过哪些方法?"
  • "哪些方法有效?哪些无效?"
  • "你希望有什么样的解决方案?"
  • 目标:从用户视角了解竞争格局
第四部分:影响与收尾(3分钟)
  • "这会花费你多少时间/金钱?"
  • "如果这个问题消失了,会有什么变化?"
  • "还有哪些人也面临这个问题,我可以和他们聊聊吗?"
  • 目标:量化影响,获取推荐线索

---

Step 3: Ask Non-Leading Questions

步骤3:提出非引导性问题

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Problem Interview Questions

问题访谈问题

Opening Questions (Broad to Specific)

开场问题(从宽泛到具体)

"I'm researching how [people like you] handle [problem area]. I'm not selling anything—just trying to understand the reality."
"我正在研究[像你这样的用户]如何处理[问题领域]。 我不是来推销的,只是想了解真实情况。"

Problem Discovery Questions

问题发现类问题

Existence:
  • "What's the most frustrating part of [area]?"
  • "Walk me through the last time you dealt with [problem]..."
  • "What keeps you up at night about [area]?"
Frequency:
  • "How often does [problem] happen?"
  • "When was the last time? The time before that?"
  • "Is this daily? Weekly? Monthly?"
Severity:
  • "On a scale of 1-10, how painful is this?"
  • "What happens if you don't solve this?"
  • "How does this affect your [work/life/business]?"
Emotional Impact:
  • "How does it feel when this happens?"
  • "What emotions come up when you deal with this?"
  • "What would it mean to you to solve this?"
存在性:
  • "你在[领域]遇到的最令人沮丧的部分是什么?"
  • "请描述你最近一次处理[问题]的经历..."
  • "关于[领域],最让你夜不能寐的是什么?"
频率:
  • "[问题]多久发生一次?"
  • "上一次发生是什么时候?再上一次呢?"
  • "是每天、每周还是每月发生?"
严重程度:
  • "从1到10分,这个问题的痛苦程度是多少?"
  • "如果你不解决这个问题,会发生什么?"
  • "这对你的[工作/生活/业务]有什么影响?"
情感影响:
  • "当这个问题发生时,你是什么感受?"
  • "处理这个问题时你会产生哪些情绪?"
  • "解决这个问题对你来说意味着什么?"

Existing Solution Questions

现有解决方案类问题

Current Behavior:
  • "How do you handle this today?"
  • "What tools/processes do you use?"
  • "Walk me through your current workflow..."
Past Attempts:
  • "What have you tried before?"
  • "What worked? What didn't?"
  • "Why did you stop using [previous solution]?"
Ideal State:
  • "If you had a magic wand, what would you change?"
  • "What would the perfect solution look like?"
  • "What would need to be true for this to be solved?"
当前行为:
  • "你现在是如何处理这个问题的?"
  • "你使用哪些工具/流程?"
  • "请描述你当前的工作流程..."
过往尝试:
  • "你过去尝试过哪些方法?"
  • "哪些有效?哪些无效?"
  • "你为什么停止使用[之前的解决方案]?"
理想状态:
  • "如果你有魔法棒,你会做出哪些改变?"
  • "完美的解决方案是什么样的?"
  • "要解决这个问题,需要满足哪些条件?"

Impact Questions

影响类问题

Quantification:
  • "How much time do you spend on this per week?"
  • "How much does this cost you?" (direct and indirect)
  • "What's the opportunity cost of not solving this?"
Urgency:
  • "Is solving this a priority? Why/why not?"
  • "What would make it urgent?"
  • "Have you looked for solutions recently?"
量化:
  • "你每周在这个问题上花费多少时间?"
  • "这会花费你多少钱?"(直接和间接成本)
  • "不解决这个问题的机会成本是什么?"
紧迫性:
  • "解决这个问题是你的优先级吗?为什么是/不是?"
  • "什么会让这个问题变得紧迫?"
  • "你最近有没有寻找过解决方案?"

DON'T Ask These

不要问这些问题

❌ "Would you use a product that...?" (leading) ❌ "Don't you think [solution] would help?" (leading) ❌ "Is [feature] important to you?" (leading) ❌ "Would you pay for...?" (hypothetical, save for later)

---
❌ "你会使用一款...的产品吗?"(引导性问题) ❌ "你不觉得[解决方案]会有帮助吗?"(引导性问题) ❌ "[功能]对你来说重要吗?"(引导性问题) ❌ "你会为...付费吗?"(假设性问题,留到后面再问)

---

Step 4: Measure Problem Severity

步骤4:衡量问题严重程度

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Problem Severity Assessment

问题严重程度评估

During Interview - Probe for:

访谈中需要挖掘的点:

Time Cost:
  • "How much time do you spend on this?"
  • Convert to $ (hourly rate × time)
Money Cost:
  • Direct costs (tools, services, fixes)
  • Indirect costs (opportunity cost, delays)
Emotional Cost:
  • Frustration level
  • Impact on job satisfaction
  • Stress and worry
时间成本:
  • "你在这个问题上花费多少时间?"
  • 换算成金钱(时薪 × 时间)
金钱成本:
  • 直接成本(工具、服务、修复费用)
  • 间接成本(机会成本、延误损失)
情感成本:
  • 沮丧程度
  • 对工作满意度的影响
  • 压力和焦虑

Severity Scoring Framework

严重程度评分框架

SignalLow (1-3)Medium (4-6)High (7-10)
FrequencyRarelyMonthly/weeklyDaily
Time spentMinutesHoursDays
Money impact<$100/mo$100-1000/mo>$1000/mo
EmotionalAnnoyedFrustratedDistressed
Action takenNoneSome searchingActively seeking
Budget allocatedNoneConsideringHas budget
指标低(1-3分)中(4-6分)高(7-10分)
发生频率很少每月/每周每天
花费时间数分钟数小时数天
金钱影响<100美元/月100-1000美元/月>1000美元/月
情感影响有点烦沮丧痛苦
行动表现偶尔搜索积极寻找
预算分配考虑中已有预算

Severity Evidence

严重程度验证信号

Strong validation signals:
  • They brought up the problem before you asked
  • They got emotional when describing it
  • They've already spent money trying to solve it
  • They can quantify the impact precisely
  • They asked if you have a solution
Weak validation signals:
  • Only mentioned when directly asked
  • Vague about impact ("it's kind of annoying")
  • Never tried to solve it
  • Can't quantify the cost
  • No urgency in their voice

---
强验证信号:
  • 用户在你提问前主动提到该问题
  • 用户描述问题时带有情绪
  • 用户已经花钱尝试解决该问题
  • 用户能精准量化影响
  • 用户询问你是否有解决方案
弱验证信号:
  • 只有在被直接询问时才提到问题
  • 对影响的描述模糊(“有点烦人”)
  • 从未尝试解决该问题
  • 无法量化成本
  • 语气中没有紧迫感

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Step 5: Analyze and Decide

步骤5:分析与决策

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Problem Interview Analysis

问题访谈分析

Interview Summary Template

访谈总结模板

Interview #[X] Date: _______________ Participant: [Role, Company type]
Question AreaResponse SummarySeverity (1-10)
Problem existence
Frequency
Current solution
Impact/cost
Urgency
Key Quotes:
  • "[Verbatim quote about the problem]"
  • "[Quote about severity/impact]"
Observed Emotions:
  • Frustrated [ ] Stressed [ ] Resigned [ ] Energized when discussing
  • No emotional reaction (weak signal)

访谈编号#[X] 日期: _______________ 受访者: [职位、公司类型]
问题领域回复总结严重程度(1-10)
问题存在性
发生频率
当前解决方案
影响/成本
紧迫性
关键引用:
  • "[关于问题的原话引用]"
  • "[关于严重程度/影响的原话引用]"
观察到的情绪:
  • 沮丧 [ ] 压力大 [ ] 无奈 [ ] 讨论时情绪激动
  • 无情绪反应(弱信号)

Aggregate Analysis (After 10+ Interviews)

综合分析(完成10+访谈后)

MetricTargetActualValidated?
Mentioned problem unprompted>50%
Average severity score>7/10
Currently spending to solve>30%
Would prioritize solving>50%
Can quantify impact>60%
指标目标实际情况是否验证通过?
主动提及问题的受访者占比>50%
平均严重程度评分>7/10
当前为解决问题付费的受访者占比>30%
将解决问题列为优先级的受访者占比>50%
能量化影响的受访者占比>60%

Decision Framework

决策框架

VALIDATED - Proceed to Solution Interviews if:
  • 7+ of 10 mentioned problem unprompted
  • Average severity > 7/10
  • Multiple people already spending on solutions
  • Clear patterns in problem description
  • Consistent emotional response
NOT VALIDATED - Pivot if:
  • Fewer than 5 of 10 recognize the problem
  • Severity consistently < 5/10
  • No one is actively trying to solve it
  • Wide variance in problem descriptions
  • "Nice to have" language dominates
NEEDS MORE RESEARCH if:
  • Mixed signals (some strong, some weak)
  • Different sub-segments show different patterns
  • Problem exists but may not be the ONE to solve

---
验证通过 - 进入解决方案访谈阶段,如果:
  • 10位受访者中有7位以上主动提到问题
  • 平均严重程度评分 >7/10
  • 多位用户已为解决方案付费
  • 问题描述呈现清晰模式
  • 用户情绪反应一致
未验证通过 - 调整方向,如果:
  • 10位受访者中少于5位认可该问题
  • 严重程度评分持续 <5/10
  • 无人积极尝试解决该问题
  • 问题描述差异很大
  • 多数用户认为是“锦上添花”的需求
需要更多研究,如果:
  • 信号混杂(有强有弱)
  • 不同细分群体呈现不同模式
  • 问题存在,但不是最值得解决的核心问题

---

Examples

示例

Example 1: B2B Problem Interview

示例1:B2B问题访谈脚本

Input:
"I want to validate that marketing managers struggle with tracking campaign ROI across channels. Create a problem interview script."
Output:
输入:
"我想验证营销经理在跨渠道追踪营销活动ROI时是否存在困难。请创建一个问题访谈脚本。"
输出:

Problem Interview Script: Marketing Campaign ROI

问题访谈脚本:营销活动ROI追踪

Hypothesis: Marketing managers at mid-size B2B companies struggle to track and report campaign ROI across multiple channels.
假设: 中型B2B公司的营销经理在跨渠道追踪和报告营销活动ROI时存在困难。

Opening (2 min)

开场(2分钟)

"Thanks for chatting. I'm researching how marketing teams handle performance measurement. I'm not selling anything—just trying to understand the reality. Mind if I ask some questions about how you track marketing results?"
"感谢你抽出时间聊天。我正在研究营销团队如何处理绩效衡量。我不是来推销的,只是想了解真实情况。我可以问一些关于你如何追踪营销效果的问题吗?"

Context Setting (3 min)

场景铺垫(3分钟)

  1. "Tell me about your role. What are you responsible for?"
  2. "How does your company measure marketing success?"
  3. "What tools are in your marketing stack?"
  1. "请介绍一下你的职位和工作职责。"
  2. "你们公司如何衡量营销成功?"
  3. "你的营销工具栈里有哪些工具?"

Problem Exploration (12 min)

问题探索(12分钟)

Existence: 4. "What's the hardest part about measuring marketing performance?" 5. "Walk me through what happened the last time your CEO asked about marketing ROI..." 6. "How do you currently answer the question 'what's working and what's not?'"
Frequency: 7. "How often do you need to report on marketing performance?" 8. "How much time do you spend on this each week/month?"
Severity (probe deeper): 9. "What happens when you can't answer a ROI question?" 10. "Tell me about a time when lack of visibility caused a problem..." 11. "On a scale of 1-10, how frustrating is this part of your job?"
存在性: 4. "你在衡量营销绩效时遇到的最大困难是什么?" 5. "请描述上次CEO询问你营销ROI时的情况..." 6. "你现在如何回答‘哪些营销活动有效,哪些无效’这个问题?"
频率: 7. "你需要多久汇报一次营销绩效?" 8. "你每周/每月在这上面花费多少时间?"
严重程度(深入挖掘): 9. "当你无法回答ROI相关问题时,会发生什么?" 10. "请描述一次因缺乏可见性而导致问题的经历..." 11. "从1到10分,这部分工作的沮丧程度是多少?"

Current Solutions (8 min)

当前解决方案(8分钟)

  1. "How do you handle this today? Walk me through your process..."
  2. "What tools do you use for reporting?"
  3. "What's good about your current approach?"
  4. "What's frustrating about it?"
  5. "Have you tried other solutions? What happened?"
  1. "你现在是如何处理这个问题的?请描述你的流程..."
  2. "你使用哪些工具来生成报告?"
  3. "你当前的方法有哪些优点?"
  4. "哪些部分让你感到沮丧?"
  5. "你尝试过其他解决方案吗?结果如何?"

Impact & Close (5 min)

影响与收尾(5分钟)

  1. "If you had perfect visibility into ROI, what would change?"
  2. "Is solving this a priority for you right now? Why or why not?"
  3. "What would need to be true for this to become urgent?"
  4. "Who else on your team deals with this that I should talk to?"
  1. "如果你能完全掌握ROI数据,会有什么变化?"
  2. "解决这个问题是你当前的优先级吗?为什么是/不是?"
  3. "什么会让这个问题变得紧迫?"
  4. "还有哪些团队成员也面临这个问题,我可以和他们聊聊吗?"

Notes to Self

自我提示

  • Listen for: emotional language, specific examples, quantified impact
  • Red flags: vague answers, "it's fine," no urgency
  • Strong signals: they've tried to solve it, they can quantify the cost

  • 注意倾听:情绪化的语言、具体案例、量化的影响
  • 危险信号:模糊的回答、“还好”、没有紧迫感
  • 强信号:用户已经尝试解决、能量化成本

Example 2: Problem Interview Analysis

示例2:问题访谈分析

Input:
"I did 12 problem interviews about freelancer financial planning. Here's my summary. Is the problem validated?"
Summary provided:
  • 9/12 said they "should" be better at finances
  • 6/12 mentioned tax season stress
  • 4/12 currently use any tool
  • Most said they use spreadsheets or nothing
  • Average severity: 5.5/10
  • Only 2 were actively looking for solutions
Output:
输入:
"我针对自由职业者的财务规划问题做了12次访谈。这是我的总结。这个问题是否验证通过?"
提供的总结:
  • 9/12的受访者表示他们“应该”更好地管理财务
  • 6/12的受访者提到报税季的压力
  • 4/12的受访者目前使用任何工具
  • 大多数人使用电子表格或完全不使用工具
  • 平均严重程度:5.5/10
  • 只有2人在积极寻找解决方案
输出:

Problem Interview Analysis

问题访谈分析

Scorecard

评分卡

MetricTargetActualStatus
Problem recognition>70%75% (9/12)
Average severity>7/105.5/10
Active solution seeking>30%17% (2/12)
Currently paying for solutions>30%33% (4/12)⚠️
指标目标实际情况状态
问题认可度>70%75% (9/12)
平均严重程度>7/105.5/10
积极寻找解决方案的占比>30%17% (2/12)
当前为解决方案付费的占比>30%33% (4/12)⚠️

Diagnosis: PARTIALLY VALIDATED

诊断:部分验证通过

What's validated:
  • People RECOGNIZE they have a problem (9/12)
  • There's a specific pain point (tax season)
  • Low tool adoption = opportunity exists
What's NOT validated:
  • Severity is too low (5.5 vs. 7+ target)
  • Very few actively seeking solutions (2/12)
  • Language was "should" not "must" (obligation, not urgency)
已验证的点:
  • 用户意识到自己存在问题(9/12)
  • 存在具体痛点(报税季压力)
  • 工具使用率低 = 存在机会
未验证的点:
  • 严重程度过低(5.5分 vs 目标7分+)
  • 极少用户积极寻找解决方案(2/12)
  • 用户使用“应该”而非“必须”(义务感,而非紧迫感)

Key Insight

核心洞察

This is a known problem but not a felt problem. People know they "should" be better at finances, but it's not painful enough to drive action. This is typical of "vitamin" problems (nice to have) vs. "painkiller" problems (must have).
这是一个已知但未被深刻感知的问题。用户知道他们“应该”更好地管理财务,但问题还没有痛苦到促使他们采取行动。这属于“维生素类”问题(锦上添花)而非“止痛药类”问题(必须解决)。

Recommendations

建议

Option 1: Find the Acute Pain Point
  • The 6 who mentioned tax season stress: dig deeper
  • Is there a specific trigger moment where it becomes urgent?
  • "Walk me through what happened last April 14th..."
  • Maybe the problem is "tax season panic" not "financial planning"
Option 2: Find a Different Segment
  • The 2 actively seeking: who are they? What's different?
  • High-earning freelancers (more at stake)?
  • Freelancers who just got a tax surprise?
  • Find the segment where severity IS 8+
Option 3: Pivot Problem
  • What else did they say was painful?
  • Maybe financial planning isn't the problem
  • Maybe "irregular income stress" or "late invoices" is more acute
选项1:寻找核心痛点
  • 针对6位提到报税季压力的用户:深入挖掘
  • 是否存在某个触发点让问题变得紧迫?
  • "请描述去年4月14日你经历的情况..."
  • 也许真正的问题是“报税季恐慌”而非“财务规划”
选项2:寻找不同细分群体
  • 那2位积极寻找解决方案的用户:他们是谁?有什么不同?
  • 高收入自由职业者(风险更高)?
  • 刚经历过税务意外的自由职业者?
  • 找到严重程度达8分+的细分群体
选项3:调整问题方向
  • 用户还提到了哪些痛苦的问题?
  • 也许财务规划不是核心问题
  • 也许“不稳定收入压力”或“发票逾期”是更迫切的问题

Next Steps

下一步行动

  1. Interview 5 more people who just went through tax season
  2. Interview the 2 who were actively looking—understand why
  3. Ask: "What's the MOST stressful financial moment you've had this year?"
Don't proceed to solution interviews until severity > 7/10 for a defined segment.

  1. 再访谈5位刚经历报税季的用户
  2. 访谈那2位积极寻找解决方案的用户,了解原因
  3. 提问:“今年你遇到的最有压力的财务时刻是什么?”
在某个细分群体的严重程度评分超过7/10之前,不要进入解决方案访谈阶段。

Example 3: Problem Severity Deep Dive

示例3:问题严重程度深入挖掘

Input:
"In my problem interviews, people say 'yeah, that's annoying' but I'm not sure if it's severe enough. How do I probe deeper?"
Output:
输入:
"在我的问题访谈中,用户说‘是的,这有点烦人’,但我不确定严重程度是否足够。我该如何深入挖掘?"
输出:

Severity Probing Techniques

严重程度挖掘技巧

The "5 Whys" Approach

“5个为什么”方法

Keep asking "why" until you hit real pain:
Surface: "Yeah, tracking my expenses is annoying."
Probe 1: "Why is that annoying?" → "Because I have to collect receipts from everywhere."
Probe 2: "Why does that cause problems?" → "Because I miss deductions at tax time."
Probe 3: "Why does missing deductions matter?" → "I probably overpaid taxes by $3,000 last year."
Probe 4: "How does that affect you?" → "That's money I could have invested or taken as vacation."
Probe 5: "What would it mean to get that $3,000 back?" → "That's literally a trip to Europe. I think about it every time I do my taxes."
Now we have: Specific pain ($3,000), emotional weight (thinks about it), tangible impact (lost vacation).
持续问“为什么”直到找到真正的痛点:
表面回答: "是的,追踪开支有点烦人。"
追问1: "为什么这会烦人?" → "因为我要从各个地方收集收据。"
追问2: "这会导致什么问题?" → "因为报税时我会错过一些抵扣项。"
追问3: "错过抵扣项有什么影响?" → "去年我可能多交了3000美元的税。"
追问4: "这对你有什么影响?" → "那笔钱我本来可以用来投资或度假。"
追问5: "拿回这3000美元对你来说意味着什么?" → "那相当于一次欧洲之旅。我每次报税都会想到这件事。"
现在我们得到了: 具体的损失(3000美元)、情感重量(时常想起)、切实的影响(失去度假机会)。

The "Worst Case" Technique

“最坏情况”技巧

"What's the worst that happens if this isn't solved?"
Surface: "I don't get great reports from my tools."
Probe: "What's the worst case scenario if this continues?" → "I guess the CEO will keep asking questions I can't answer."
Probe: "What happens then?" → "Eventually they'll question if marketing is worth the investment."
Probe: "And then?" → "Budget cuts. Or I get blamed when sales dips and we can't prove marketing works."
Now we have: Job security fear, budget protection, accountability pressure.
"如果不解决这个问题,最坏的情况是什么?"
表面回答: "我的工具生成的报告不太好。"
追问: "如果这种情况持续下去,最坏的情况是什么?" → "我猜CEO会一直问我无法回答的问题。"
追问: "然后会发生什么?" → "最终他们会质疑营销投入是否值得。"
追问: "然后呢?" → "预算削减。或者当销售下滑而我们无法证明营销价值时,我会受到指责。"
现在我们得到了: 对工作安全感的担忧、预算保护压力、问责压力。

The "Money" Technique

“金钱”技巧

Always try to quantify:
"You mentioned this takes time. Can you quantify it?" → "Maybe 5 hours a week."
"If your loaded cost is $80/hour, that's $20K/year just on this task. Does that sound right?" → "Oh wow, I never thought about it that way. Yeah, that's... a lot."
始终尝试量化:
"你提到这会花费时间。你能量化一下吗?" → "大概每周5小时。"
"如果你的综合时薪是80美元,那每年在这件事上的成本就是2万美元。听起来对吗?" → "哇,我从来没这么想过。是的,这确实...很多。"

The "Emotion" Technique

“情感”技巧

Listen for and probe emotions:
Them: "It's frustrating."
You: "Frustrating how? Walk me through what that feels like in the moment." → "I'm stressed. I'm rushing. My boss is waiting. I'm digging through spreadsheets at 10pm because I can't get the data I need during the day."
Now we have: Stress, time pressure, work-life impact.
倾听并挖掘情绪:
用户: "这很令人沮丧。"
你: "具体是怎样的沮丧?请描述一下当时的感受。" → "我压力很大,很匆忙。老板在等结果。我晚上10点还在翻电子表格,因为白天找不到需要的数据。"
现在我们得到了: 压力、时间压力、工作与生活的平衡受影响。

Severity Validation Signals

严重程度验证信号

SignalWhat It Means
They quantify without promptingThey've thought about this a lot
They get emotionalThis really bothers them
They've tried multiple solutionsActive problem-solver
They ask if you have a solutionReady to buy
They offer to pay for early accessValidated
They refer you to othersCommunity pain

信号含义
用户主动量化影响他们已经深思熟虑过这个问题
用户带有情绪这个问题确实困扰他们
用户尝试过多种解决方案积极的问题解决者
用户询问你是否有解决方案准备好付费
用户愿意为早期访问付费已验证
用户推荐其他受访者群体普遍痛点

Checklists & Templates

检查表与模板

Problem Interview Prep Checklist

问题访谈准备检查表

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Before the Interview

访谈前

□ Problem hypothesis written down □ Assumptions to validate listed □ Interview questions prepared □ Note-taking system ready □ Recording permission (if recording) □ 30 minutes blocked
□ 已写下问题假设 □ 已列出需要验证的假设 □ 已准备好访谈问题 □ 已准备好记录系统 □ 已获得录音许可(如果录音) □ 已预留30分钟时间

During the Interview

访谈中

□ Don't mention your solution □ Ask open-ended questions □ Let them do 70%+ of talking □ Probe on severity (5 whys) □ Get specific examples, not generalities □ Listen for emotional language □ Quantify impact (time, money) □ Ask for referrals
□ 不要提及你的解决方案 □ 提出开放式问题 □ 让用户说70%以上的话 □ 深入挖掘严重程度(5个为什么) □ 获取具体案例,而非泛泛而谈 □ 倾听情绪化的语言 □ 量化影响(时间、金钱) □ 询问推荐线索

After the Interview

访谈后

□ Write summary within 1 hour □ Extract key quotes □ Score severity (1-10) □ Note signals (strong/weak) □ Update hypothesis based on learnings

---
□ 1小时内完成总结 □ 提取关键引用 □ 为严重程度打分(1-10) □ 记录信号(强/弱) □ 根据学习成果更新假设

---

Problem Interview Tracking Sheet

问题访谈跟踪表

| # | Date | Participant | Problem Confirmed? | Severity | Active Seeking? | Key Quote |
|---|------|-------------|-------------------|----------|-----------------|-----------|
| 1 | | | Y/N | 1-10 | Y/N | |
| 2 | | | Y/N | 1-10 | Y/N | |

**Running Analysis:**
- Problem confirmation rate: ___%
- Average severity: __/10
- Active seeking rate: ___%
- Validation status: Validated / Not Yet / Needs Pivot

| # | 日期 | 受访者 | 问题是否确认? | 严重程度 | 是否积极寻找解决方案? | 关键引用 |
|---|------|-------------|-------------------|----------|-----------------|-----------|
| 1 | | | 是/否 | 1-10 | 是/否 | |
| 2 | | | 是/否 | 1-10 | 是/否 | |

**持续分析:**
- 问题确认率:___%
- 平均严重程度:__/10
- 积极寻找解决方案的比例:___%
- 验证状态:已验证/未验证/需要调整方向

Skill Boundaries

技能边界

What This Skill Does Well

该技能擅长的领域

  • Structuring audio production workflows
  • Providing technical guidance
  • Creating quality checklists
  • Suggesting creative approaches
  • 构建音频制作工作流程
  • 提供技术指导
  • 创建质量检查表
  • 提出创意方法

What This Skill Cannot Do

该技能的局限性

  • Replace audio engineering expertise
  • Make subjective creative decisions
  • Access or edit audio files directly
  • Guarantee commercial success
  • 无法替代音频工程专业知识
  • 无法做出主观创意决策
  • 无法直接访问或编辑音频文件
  • 无法保证商业成功

References

参考资料

  • Alvarez, Cindy. "Lean Customer Development" (2014) - Problem interview methodology
  • Fitzpatrick, Rob. "The Mom Test" (2013) - Questioning techniques
  • Blank, Steve. "The Four Steps to the Epiphany" (2005) - Customer development
  • Torres, Teresa. "Continuous Discovery Habits" (2021) - Ongoing discovery
  • Alvarez, Cindy. 《Lean Customer Development》(2014) - 问题访谈方法论
  • Fitzpatrick, Rob. 《The Mom Test》(2013) - 提问技巧
  • Blank, Steve. 《The Four Steps to the Epiphany》(2005) - 客户开发
  • Torres, Teresa. 《Continuous Discovery Habits》(2021) - 持续探索

Related Skills

相关技能

  • mom-test - Questioning techniques for honest answers
  • solution-interview - Next step after problem validation
  • customer-discovery - Broader validation framework
  • persona-generator - Understanding who has the problem
  • jobs-to-be-done - Understanding the underlying need

  • mom-test - 获取诚实答案的提问技巧
  • solution-interview - 问题验证后的下一步
  • customer-discovery - 更广泛的验证框架
  • persona-generator - 了解目标用户
  • jobs-to-be-done - 理解底层需求

Skill Metadata

技能元数据

  • Mode: cyborg
yaml
name: problem-interview
category: validation
subcategory: customer-research
version: 1.0
author: MKTG Skills
source_expert: Cindy Alvarez
source_work: Lean Customer Development
difficulty: beginner
estimated_value: $1,500 customer research training
tags: [validation, interviews, customer-discovery, problems, startups, YC]
created: 2026-01-25
updated: 2026-01-25
  • 模式: cyborg
yaml
name: problem-interview
category: validation
subcategory: customer-research
version: 1.0
author: MKTG Skills
source_expert: Cindy Alvarez
source_work: Lean Customer Development
difficulty: beginner
estimated_value: $1,500 customer research training
tags: [validation, interviews, customer-discovery, problems, startups, YC]
created: 2026-01-25
updated: 2026-01-25