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Analyzes customer behavior, needs, pain points, and sentiment through review mining, social listening, buyer persona development, and jobs-to-be-done framework. Use when the user requests customer analysis, voice of customer research, buyer personas, pain point analysis, or wants to understand customer needs and motivations.
npx skill4agent add jesseotremblay/claude-skills analyzing-customers# Review Analysis: [Product/Category]
## Data Summary
- Reviews analyzed: ~[Number]
- Sources: [G2, Capterra, etc.]
- Date range: [Period]
- Average rating: X.X/5
## Sentiment Distribution
- Positive: XX%
- Neutral: XX%
- Negative: XX%
## Top Themes (by mention frequency)
### Positive Themes
1. **[Theme]** (mentioned in XX% of positive reviews)
- Key quotes: "[Quote 1]", "[Quote 2]"
- Insight: [What this tells us]
2. **[Theme]** (mentioned in XX% of positive reviews)
- Key quotes: "[Quote 1]", "[Quote 2]"
- Insight: [What this tells us]
### Negative Themes
1. **[Theme]** (mentioned in XX% of negative reviews)
- Key quotes: "[Quote 1]", "[Quote 2]"
- Impact: [How this affects customers]
- Severity: [High/Medium/Low]
2. **[Theme]** (mentioned in XX% of negative reviews)
- Key quotes: "[Quote 1]", "[Quote 2]"
- Impact: [How this affects customers]
- Severity: [High/Medium/Low]
## Feature Requests
Most requested features not yet available:
1. [Feature] - XX mentions
2. [Feature] - XX mentions
## Use Case Patterns
How customers actually use the product:
1. [Use case] - [Description]
2. [Use case] - [Description]
## Customer Segments in Reviews
- [Segment 1]: [What they value/complain about]
- [Segment 2]: [What they value/complain about]
## Actionable Insights
1. [Insight and recommendation]
2. [Insight and recommendation]# Pain Point Analysis
## Critical Pain Points (High Severity × High Frequency)
### Pain Point 1: [Name]
- **Description:** [What the pain is]
- **Customer quote:** "[Direct quote from customer]"
- **Affected segment:** [Who experiences this]
- **Journey stage:** [When they experience it]
- **Current workarounds:** [How customers cope today]
- **Impact:** [Business/productivity/emotional impact]
- **Opportunity:** [How a solution could help]
- **Priority:** High
### Pain Point 2: [Name]
[Same structure]
## Moderate Pain Points (Medium priority)
[List with brief descriptions]
## Pain Point Categories
**Functional Pains:**
- Can't achieve desired outcome
- Solution is too slow/inefficient
- Too complex or error-prone
**Financial Pains:**
- Too expensive
- Hidden costs
- Poor ROI
**Emotional Pains:**
- Frustrating to use
- Anxiety-inducing
- Requires too much effort
**Social Pains:**
- Makes them look bad
- Not trusted by team
- Poor collaboration
## Pain Point Journey Map
## Opportunity Sizing
1. [Pain point] → Affects XX% of customers → $XXM opportunity
2. [Pain point] → Affects XX% of customers → $XXM opportunity# Persona: [Persona Name]
## Profile Snapshot
- **Title/Role:** [Job title]
- **Industry:** [Primary industries]
- **Company Size:** [Employee count/revenue]
- **Experience Level:** [Years in role/field]
- **Age Range:** [If relevant]
- **Location:** [If relevant]
## Goals & Motivations
**Professional Goals:**
- [Goal 1]: [Why it matters]
- [Goal 2]: [Why it matters]
**Personal Motivations:**
- [Motivation 1]
- [Motivation 2]
**Success Metrics:**
- [How they measure success]
- [KPIs they care about]
## Pain Points & Challenges
**Top Challenges:**
1. [Challenge 1]: [Description and impact]
2. [Challenge 2]: [Description and impact]
3. [Challenge 3]: [Description and impact]
**Daily Frustrations:**
- [Frustration 1]
- [Frustration 2]
## Buying Behavior
**Decision Criteria:**
1. [Criterion 1] - [Priority level]
2. [Criterion 2] - [Priority level]
3. [Criterion 3] - [Priority level]
**Information Sources:**
- [Source 1: e.g., peer recommendations]
- [Source 2: e.g., industry blogs]
- [Source 3: e.g., analyst reports]
**Decision Process:**
- Decision-maker or influencer: [Role in decision]
- Typical buying cycle: [Duration]
- Key stakeholders involved: [List]
- Budget authority: [Yes/No/Shared]
**Objections & Concerns:**
- [Common objection 1]
- [Common objection 2]
## Technology & Tools
**Current Stack:**
- [Tool 1]
- [Tool 2]
**Tech Savviness:** [Low/Medium/High]
## Communication Preferences
- **Preferred channels:** [Email, phone, Slack, etc.]
- **Content preferences:** [Case studies, demos, technical docs]
- **Tone:** [Formal/casual, technical/business-focused]
## Quote
"[Representative quote that captures their perspective]"
## How to Reach Them
- Marketing channels: [Where they spend time]
- Messaging that resonates: [Key themes]
- Content to create: [Types and topics]
## Red Flags (Anti-Persona Indicators)
- [Indicator that this is NOT a good fit]
- [Indicator that this is NOT a good fit]# Jobs-to-be-Done Analysis
## Core Job Statement
"When [situation], I want to [motivation], so I can [expected outcome]."
**Example:**
"When I need to share project updates with stakeholders, I want to quickly create visual reports, so I can keep everyone aligned without spending hours on formatting."
## Job Type Breakdown
### Functional Job (What task needs to be done)
- **Main job:** [Primary functional goal]
- **Related jobs:** [Connected tasks]
- **Success criteria:** [How they know it's done well]
### Emotional Job (How they want to feel)
- **Desired feelings:** [Confident, in control, respected]
- **Feelings to avoid:** [Anxious, incompetent, overlooked]
### Social Job (How they want to be perceived)
- **Desired perception:** [Competent, innovative, reliable]
- **Social context:** [Team, management, clients]
## Job Context
**When does this job arise?**
- Trigger: [What causes the need]
- Frequency: [How often]
- Duration: [How long it takes currently]
- Urgency: [Time sensitivity]
**Constraints:**
- Time: [Limitations]
- Resources: [Available tools/budget]
- Skills: [Required expertise]
## Job Steps & Outcomes
**Desired Outcomes at Each Step:**
1. **[Step name]**
- Outcome: [What they want to achieve]
- Current satisfaction: Low/Medium/High
- Importance: Low/Medium/High
- Opportunity: [Gap between importance and satisfaction]
2. **[Step name]**
[Same structure]
## Current Solutions
**What do they use today?**
1. **[Solution 1]**
- What it does well: [Strengths]
- What it lacks: [Weaknesses]
- Switching cost: [Barriers to change]
2. **[Solution 2]**
[Same structure]
**Non-consumption:**
- % doing nothing: [XX%]
- Why: [Reasons for non-consumption]
## Unmet Needs
**Underserved Outcomes:**
(High importance, low satisfaction)
1. [Outcome]: [Description and opportunity]
2. [Outcome]: [Description and opportunity]
**Overserved Outcomes:**
(Low importance, high satisfaction - potential to simplify)
1. [Outcome]: [Description]
## Solution Implications
**Must-haves:**
- [Critical capability 1]
- [Critical capability 2]
**Differentiators:**
- [Unique approach to job outcome 1]
- [Unique approach to job outcome 2]
**Avoid:**
- [Overserving low-importance outcomes]# Customer Journey Map: [Journey Name]
## Journey Scope
- Persona: [Which customer type]
- Scenario: [Specific use case or goal]
- Timeframe: [Duration of journey]
## Stage 1: [Stage Name]
**Customer Actions:**
- [Action 1]
- [Action 2]
**Thoughts:**
- "[What they're thinking]"
- "[Concern or question]"
**Emotions:** [Happy/Neutral/Frustrated/Anxious]
**Touchpoints:**
- [Website, sales call, email, etc.]
**Pain Points:**
- [Pain 1]: Severity [High/Med/Low]
- [Pain 2]: Severity [High/Med/Low]
**Opportunities:**
- [Improvement opportunity]
---
## Stage 2: [Stage Name]
[Repeat structure]
---
## Journey Insights
**Moments of Truth:**
(Critical moments that make/break the experience)
1. [Moment]: [Why it's critical]
2. [Moment]: [Why it's critical]
**Drop-off Points:**
- [Stage]: XX% abandon → Why: [Reason]
**Delight Opportunities:**
- [Opportunity to exceed expectations]
**Quick Wins:**
- [Easy improvement with high impact]