Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
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Use Osterwalder's Value Proposition Canvas to systematically achieve product-market fit by matching your products and services to customer jobs, pains, and gains Use when: **Launching a new product or service** and need to validate the value proposition; **Struggling with product-market fit** and need to diagnose why customers aren't buying; **Repositioning an existing offering** to better meet customer needs; **Entering a new market segment** with different customer requirements; **Developin...
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Use Osterwalder's Value Proposition Canvas to systematically achieve product-market fit by matching your products and services to customer jobs, pains, and gains
| Aspect | Details |
|---|---|
| Source | Value Proposition Design (2014) |
| Experts | Alexander Osterwalder, Yves Pigneur, Greg Bernarda, Alan Smith - Strategyzer |
| Core Principle | "80% of new products fail not because they lack functionality, but because they miss the mark on what customers actually want. The VPC helps you design value propositions that match customers' jobs, pains, and gains." |
| Claude Does | You Decide |
|---|---|
| Structures video workflow | Final creative vision |
| Suggests shot compositions | Equipment selection |
| Creates storyboard templates | Brand aesthetics |
| Generates script frameworks | Final approval |
| Identifies technical requirements | Budget allocation |
This skill helps you systematically design value propositions that customers actually want—reducing the risk of building something nobody needs.
You'll learn to:
The result: Products and services that solve real problems customers will pay for.
Help me create a Value Proposition Canvas for my [product/service]. My target customer
is [description]. Walk me through the customer profile first, then the value map.
My product isn't selling. Use the VPC framework to diagnose why. Here's what we offer:
[product]. Here's who we're targeting: [customer]. Help me find the fit gaps.
I'm pivoting to a new customer segment. Use the Value Proposition Canvas to help me
understand [new segment] and design a value proposition that fits their needs.
Review my value proposition using Osterwalder's framework. Customer: [description].
Our offering: [product/service]. Does it achieve fit? What's missing?
Help me prioritize features for my MVP using the VPC. I have these potential features:
[list]. My target customer's main jobs/pains/gains are: [describe].
┌─────────────────────────────────────────────────────────────┐
│ VALUE PROPOSITION CANVAS │
├─────────────────────────────────────────────────────────────┤
│ │
│ VALUE MAP (Square) CUSTOMER PROFILE (Circle) │
│ ┌─────────────────┐ ┌─────────────────┐ │
│ │ Products & │ │ Customer Jobs │ │
│ │ Services │ │ (functional, │ │
│ │ │ FIT │ social, │ │
│ │ Pain Relievers │ ←─────→ │ emotional) │ │
│ │ │ │ │ │
│ │ Gain Creators │ │ Pains Gains │ │
│ └─────────────────┘ └─────────────────┘ │
│ │
│ "How you create value" "What customers need" │
│ │
└─────────────────────────────────────────────────────────────┘
Golden Rule: Always start with the Customer Profile (right side) before the Value Map (left side). Understand the customer before designing the solution.
Customer jobs are the tasks customers are trying to accomplish, problems they're trying to solve, or needs they wish to satisfy.
Three Types of Jobs:
| Type | Description | Question to Ask |
|---|---|---|
| Functional Jobs | Practical tasks with tangible outcomes | "What task are they trying to complete?" |
| Social Jobs | How they want to be perceived by others | "How do they want others to see them?" |
| Emotional Jobs | Feelings or states they want to achieve | "How do they want to feel?" |
Job Context Matters:
The same job in different contexts may require different solutions:
Uncovering Jobs - Questions:
Rank jobs by importance to the customer (most important → least important).
Pains are anything that annoys customers before, during, and after trying to get a job done.
Types of Pains:
| Pain Type | Examples |
|---|---|
| Undesired outcomes | "This doesn't work", "Produces poor results" |
| Obstacles | "I don't have time", "I can't afford it" |
| Risks | "I could lose money", "I might look foolish" |
| Frustrations | "This is too complicated", "I hate waiting" |
Pain-Finding Questions:
Rank pains by severity (extreme → moderate).
Gains are the outcomes and benefits your customers want. They are NOT simply the opposite of pains.
Types of Gains:
| Gain Type | Definition | Example |
|---|---|---|
| Required | Must-have for solution to work | "Phone makes calls" |
| Expected | Basic expectations | "Hotel room is clean" |
| Desired | Would love but don't expect | "Personalized recommendations" |
| Unexpected | Beyond imagination, delighters | "Surprise free upgrade" |
Gain-Finding Questions:
Rank gains by relevance (essential → nice-to-have).
Now move to the Value Map. List all the products and services your value proposition is built around.
Categories:
| Type | Examples |
|---|---|
| Physical/tangible | Products, devices, equipment |
| Intangible | Services, consulting, support |
| Digital | Software, apps, platforms |
| Financial | Insurance, financing, subscriptions |
Important: Products and services don't create value alone—they only create value in relationship to a specific customer segment and their jobs, pains, and gains.
Rank by importance to your value proposition.
Pain relievers describe exactly how your products and services alleviate specific customer pains.
Pain Reliever Questions:
| Customer Pain | How Do You Relieve It? |
|---|---|
| "Takes too long" | → How do you save time? |
| "Too expensive" | → How do you reduce costs? |
| "Too risky" | → How do you eliminate risk? |
| "Too complicated" | → How do you simplify? |
| "Makes me look bad" | → How do you help them look good? |
| "Produces poor results" | → How do you improve outcomes? |
Creating Effective Pain Relievers:
Focus on extreme pains that matter most to customers.
Gain creators describe how your products and services create customer gains.
Gain Creator Questions:
| Desired Gain | How Do You Create It? |
|---|---|
| "Save money" | → Reduce costs by X% |
| "Better results" | → Deliver X outcome |
| "Feel confident" | → Provide X support |
| "Look successful" | → Create X impression |
| "Make life easier" | → Automate X task |
Creating Effective Gain Creators:
Focus on gains that matter most and create real difference.
FIT is achieved when your pain relievers and gain creators match important customer pains and gains.
┌─────────────────────────────────────────────────────────────┐
│ ASSESSING FIT │
├─────────────────────────────────────────────────────────────┤
│ │
│ Customer's Most Important: Your Strongest: │
│ ┌─────────────────────┐ ┌─────────────────────┐ │
│ │ Jobs: _____________│ │ Products: _________ │ │
│ │ Pains: ____________│ FIT? │ Pain relievers: ___ │ │
│ │ Gains: ____________│ ←────→│ Gain creators: ____ │ │
│ └─────────────────────┘ └─────────────────────┘ │
│ │
│ Good fit = You address 50-70% of top pains and gains │
│ │
└─────────────────────────────────────────────────────────────┘
FIT Assessment Checklist:
Three Levels of FIT:
| Level | Definition | Evidence |
|---|---|---|
| Problem-Solution Fit | Customers care about these jobs/pains/gains | Interviews, surveys confirm need |
| Product-Market Fit | Products/services actually create value | Traction, sales, retention |
| Business Model Fit | It's profitable and scalable | Unit economics work |
Situation: A startup building project management software for marketing agencies. They've built features but aren't getting traction.
Customer Profile (Marketing Agency Owners):
Jobs:
Pains (ranked by severity):
Gains (ranked by relevance):
Original Value Map (Pre-diagnosis):
Diagnosis: No clear connection to the TOP pains (profitability, visibility) or TOP gains (real-time profitability). Features exist but don't address what matters most.
Redesigned Value Map:
Products:
Pain Relievers:
Gain Creators:
FIT Assessment:
Situation: A new sustainable clothing brand struggling to differentiate in a crowded market.
Customer Profile (Eco-Conscious Professional Women, 28-40):
Jobs:
Pains (ranked by severity):
Gains (ranked by relevance):
Value Map:
Products:
Pain Relievers:
Gain Creators:
FIT Assessment:
## Value Proposition Canvas: [Product/Service Name]
### CUSTOMER PROFILE
**Target Customer Segment**: _____________
#### Customer Jobs (rank by importance)
1. [Most important]:
2.
3.
4.
5.
#### Customer Pains (rank by severity)
1. [Most severe]:
2.
3.
4.
5.
#### Customer Gains (rank by relevance)
1. [Most essential]:
2.
3.
4.
5.
---
### VALUE MAP
#### Products and Services
1.
2.
3.
4.
#### Pain Relievers
| Pain | How We Relieve It |
|------|-------------------|
| | |
| | |
| | |
#### Gain Creators
| Gain | How We Create It |
|------|------------------|
| | |
| | |
| | |
---
### FIT ASSESSMENT
**Top 3 Pains Addressed?**
1. [ ] Pain: ___ | Reliever: ___
2. [ ] Pain: ___ | Reliever: ___
3. [ ] Pain: ___ | Reliever: ___
**Top 3 Gains Created?**
1. [ ] Gain: ___ | Creator: ___
2. [ ] Gain: ___ | Creator: ___
3. [ ] Gain: ___ | Creator: ___
**Overall FIT Score**: ___/10
**Gaps to Address**:
## FIT Diagnosis: [Product Name]
### Is there a problem worth solving?
- [ ] Customers mention these jobs unprompted
- [ ] Pains are severe (not just minor annoyances)
- [ ] Customers are actively looking for solutions
- [ ] They're willing to pay to solve this problem
### Does our solution actually fit?
- [ ] Pain relievers address TOP 3 pains
- [ ] Gain creators produce TOP 3 gains
- [ ] Products help with most important jobs
- [ ] Customers prefer our solution to alternatives
### Evidence check
- [ ] We've talked to 10+ target customers
- [ ] Customers have validated pains/gains (not assumed)
- [ ] We've tested willingness to pay
- [ ] Early users show retention/engagement
### Red flags
- [ ] Building features customers haven't asked for
- [ ] Addressing low-priority pains
- [ ] Creating gains customers don't value
- [ ] No clear differentiation from alternatives
## VPC Customer Interview Guide
### Jobs Questions
1. Walk me through your typical day/week related to [context].
2. What are you ultimately trying to achieve?
3. What tasks take up most of your time in this area?
4. What would you need to accomplish to consider this successful?
### Pains Questions
1. What's the hardest part about [job/context]?
2. What frustrates you most about current solutions?
3. What do you wish you could stop doing?
4. What keeps you up at night regarding [context]?
5. What could go wrong that you worry about?
### Gains Questions
1. What would an ideal solution look like?
2. What would make your life significantly easier?
3. How do you measure success in this area?
4. What would make you look good to [boss/clients/peers]?
### Validation Questions
1. How important is solving this on a scale of 1-10?
2. How are you currently handling this?
3. What have you tried that didn't work?
4. Would you pay for a solution? How much?
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Measure and optimize growth using the AARRR (Pirate Metrics) framework with stage-specific KPIs and funnel analysis
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Calculate A/B test statistical significance. Use when: determining if test results are significant; calculating required sample size; estimating test duration; analyzing conversion experiments; making data-driven decisions
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Assess customer account health using product usage, support sentiment, payment status, and relationship signals
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Analyze paid advertising performance across channels and recommend budget reallocation to maximize ROAS and minimize CAC. Use when: planning quarterly ad budget allocation, diagnosing underperforming ad channels, deciding whether to scale spend on a channel, calculating marginal ROI across Google Ads, Meta, LinkedIn, or TikTok, rebalancing media mix after performance shifts, or setting up a test-and-scale framework for new channels.
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Use when testing skills, commands, or agents for quality. Use after creating new skills, before deploying agents, or when debugging inconsistent agent behavior. Triggers on "evaluate", "test quality", "is this skill working", or QA of AI workflows.
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Use when analyzing server logs to understand how AI crawlers (GPTBot, ClaudeBot, PerplexityBot) interact with your site. Use when optimizing content placement for LLM retrieval, diagnosing why AI search isn't citing your content, or auditing crawl patterns to find optimization gaps.
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