product-led-growth — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited product-led-growth (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
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Transform your go-to-market strategy using Wes Bush's PLG framework to make your product the primary driver of customer acquisition, activation, and retention
| Aspect | Details |
|---|---|
| Source | Product-Led Growth: How to Build a Product That Sells Itself (2019) |
| Expert | Wes Bush - Founder of Product-Led Institute, PLG strategy authority |
| Core Principle | "Product-Led Growth is about helping your customers experience the ongoing value your product provides. A strong brand and social proof are no longer enough—you need to let people try before they buy." |
| Claude Does | You Decide |
|---|---|
| Structures content frameworks | Final messaging |
| Suggests persuasion techniques | Brand voice |
| Creates draft variations | Version selection |
| Identifies optimization opportunities | Publication timing |
| Analyzes competitor approaches | Strategic direction |
This skill helps you build a product-led go-to-market strategy where your product itself drives growth—not just your sales team or marketing campaigns.
You'll learn to:
The result: A product that acquires, activates, and retains customers—selling itself.
Help me decide between freemium and free trial for my SaaS product. Use Wes Bush's
MOAT framework. My product is [description], targeting [audience], in a [market type].Design a user onboarding flow using the Bowling Alley Framework. My product's core
value is [value], and the "Aha moment" happens when users [action]. What product
bumpers and conversational bumpers should I implement?My free-to-paid conversion rate is 3%. Use the UCD framework to diagnose why users
aren't upgrading. Here's my current pricing page and onboarding: [describe].Define Product-Qualified Lead (PQL) criteria for my product. Users experience value
when they [action]. What behavioral signals indicate buying intent?Our churn rate is [X%]. Apply Wes Bush's churn framework to identify whether it's
customer, revenue, or activity churn—and recommend prevention strategies.┌─────────────────────────────────────────────────────────────┐
│ PRODUCT-LED GROWTH DEFINED │
├─────────────────────────────────────────────────────────────┤
│ │
│ A go-to-market strategy where the PRODUCT ITSELF is │
│ the primary driver of: │
│ │
│ → Customer ACQUISITION (users find and try product) │
│ → Customer ACTIVATION (users experience value) │
│ → Customer RETENTION (users keep coming back) │
│ → Customer EXPANSION (users upgrade and refer) │
│ │
│ "Let people try before they buy" │
│ │
└─────────────────────────────────────────────────────────────┘Why PLG is Rising:
| Trend | Impact |
|---|---|
| Rising CAC | Sales-led models increasingly expensive |
| Self-education preference | Buyers want to try, not be sold to |
| Product experience importance | The product IS the buying process |
Use the MOAT framework to select the right model:
M - Market Strategy
| Strategy | Definition | PLG Implication |
|---|---|---|
| Dominant | Undercutting competition | Free tier can capture market share |
| Disruptive | New category, novel solution | May need education + trial |
| Differentiated | Unique position in existing market | Freemium shows differentiation |
O - Ocean Conditions
| Ocean | Characteristics | Recommendation |
|---|---|---|
| Red Ocean | Many competitors, established category | Freemium (let product win) |
| Blue Ocean | Few competitors, new category | Free trial (focused experience) |
A - Audience
| Approach | Description | PLG Fit |
|---|---|---|
| Top-down | Sell to decision-makers | Sales-assisted PLG |
| Bottom-up | End users adopt first | Pure self-serve PLG |
T - Time-to-Value
| Speed | User Experience | Recommendation |
|---|---|---|
| Immediate | Value in minutes | Freemium works well |
| Delayed | Value takes days/weeks | Free trial with guidance |
FREE TRIAL FREEMIUM
┌─────────────────────┐ ┌─────────────────────┐
│ "Try free for │ │ "Free forever, │
│ 14/30 days" │ │ upgrade for more" │
├─────────────────────┤ ├─────────────────────┤
│ ✓ Creates urgency │ │ ✓ No time pressure │
│ ✓ Full product │ │ ✓ Builds habit │
│ access │ │ ✓ Viral potential │
│ ✗ Must convert or │ │ ✗ Can attract │
│ lose user │ │ freeloaders │
│ ✗ Less viral │ │ ✗ Revenue delayed │
├─────────────────────┤ ├─────────────────────┤
│ Examples: │ │ Examples: │
│ Netflix, Dropbox │ │ Slack, Spotify, │
│ Business │ │ Canva, Notion │
└─────────────────────┘ └─────────────────────┘"Freemium is like a Samurai sword: unless you're a master at using it, you can cut your arm off."
Hybrid Options:
U - Understand Your Value
Map the three outcome types:
| Outcome | Question | Example (Dropbox) |
|---|---|---|
| Functional | What job does it do? | "Store and access my files anywhere" |
| Emotional | How does it make them feel? | "Feel secure knowing files are backed up" |
| Social | How do they appear to others? | "Look organized and professional" |
Define Your Value Metric:
The value metric is the core unit of value your product delivers:
| Product | Value Metric |
|---|---|
| Dropbox | Storage used (GB) |
| Slack | Messages sent |
| Zoom | Meeting minutes |
| Mailchimp | Subscribers |
| Calendly | Meetings booked |
"If you're selling a pair of shoes, your value metric is 'per pair of shoes'—as customers buy more pairs, your business expands."
C - Communicate Your Value
Pricing page must pass the 5-second test:
Principles:
D - Deliver on Your Value
PERCEIVED VALUE VALUE GAP EXPERIENCED VALUE
(What marketing ←─────────────────→ (What product
promises) MINIMIZE! delivers)
"The path from perceived value to realized value
should be a straight line.""People don't use software simply because they have tons of spare time and find clicking buttons enjoyable."
Element 1: The Straight Line
Map the shortest path from signup to value:
Element 2: Product Bumpers (In-App)
| Bumper | Purpose | When to Use |
|---|---|---|
| Welcome messages | Orient, set expectations | Immediately after signup |
| Progress bars | Show advancement | Multi-step onboarding |
| Checklists | Guide key actions | First 7 days |
| Product tours | Highlight features | First session |
| Tooltips | Contextual help | When feature discovered |
| Empty states | Prompt first action | Before first use |
Element 3: Conversational Bumpers (External)
| Email Type | Trigger | Purpose |
|---|---|---|
| Welcome | Signup | Confirm, set expectations |
| Usage tips | After first actions | Deepen engagement |
| Sales touch | High engagement | Offer upgrade help |
| Case study | Mid-trial | Build trust with proof |
| Expiry warning | Trial ending | Create urgency |
| Post-trial survey | Trial ended | Learn why they didn't convert |
PQLs replace Marketing Qualified Leads (MQLs) in PLG:
┌─────────────────────────────────────────────────────────────┐
│ MQL (Marketing Qualified) │ PQL (Product Qualified) │
├───────────────────────────────┼─────────────────────────────┤
│ Downloaded whitepaper │ Completed onboarding │
│ Attended webinar │ Used product 7+ days │
│ Filled out form │ Invited team members │
│ High email engagement │ Approaching plan limits │
│ MARKETING engagement │ PRODUCT engagement │
└───────────────────────────────┴─────────────────────────────┘Define Your PQL Criteria:
"On average, a repeat customer will spend 67% more than a new customer."
Strategies to Increase ARPU:
| Strategy | How It Works |
|---|---|
| Value-based pricing | Price based on value delivered, not cost |
| Optimize tiers | Remove confusing options, simplify choice |
| Strategic price increases | Test higher prices when value justifies |
| Premium support tiers | Offer high-touch service at premium |
| In-product upgrade prompts | Surface upgrades when users hit limits |
| Annual billing incentives | Discount for commitment, improve retention |
"Churn is the silent killer of your company. If you don't tackle churn early, you'll be working extremely hard just to stand still."
Three Types of Churn:
| Type | Definition | Leading/Lagging |
|---|---|---|
| Activity churn | Users stop using product | LEADING indicator |
| Revenue churn | Revenue lost from downgrades | Lagging indicator |
| Customer churn | Customers who cancel | Lagging indicator |
Activity churn predicts customer churn. Track it!
Churn Prevention Strategies:
Situation: A startup building a project management tool for remote teams. Competing against Asana, Monday, Trello in a crowded market. Team of 5, limited sales resources.
MOAT Analysis:
| Factor | Assessment | Implication |
|---|---|---|
| Market | Differentiated (not dominant, not disruptive) | Need to show unique value |
| Ocean | Red (many established competitors) | Freemium to compete |
| Audience | Bottom-up (end users adopt first) | Pure self-serve PLG |
| Time-to-Value | Immediate (can create project in minutes) | Freemium viable |
Decision: Freemium model with generous free tier
Value Foundation (UCD):
Understand:
Communicate:
Deliver:
Bowling Alley Design:
Product Bumpers:
Conversational Bumpers:
PQL Criteria:
Results:
Situation: A B2B analytics platform with 10,000 free users but only 2% converting to paid. Time-to-value is longer (requires data integration). High churn in first 30 days.
Diagnosis using UCD:
Understand Gap:
Communicate Gap:
Deliver Gap:
Solutions Implemented:
1. Bowling Alley Redesign:
Before: Signup → Connect data → Wait → See dashboard (5 days)
After: Signup → See demo data immediately → Guided integration → First insight in 1 hour
Product Bumpers Added:
2. Conversational Bumper System:
| Signal | Trigger | Action |
|---|---|---|
| No data connected (Day 1) | Inactivity | Integration guide email |
| Stuck on integration | Error detected | Help article + support offer |
| First insight generated | Success | "What else can you learn?" email |
| Daily active 7+ days | Engagement | Sales touch with upgrade offer |
| Approaching data limit | Usage | In-app upgrade prompt |
3. Pricing Page Redesign:
Before: "Starter $29/mo, Pro $99/mo, Enterprise custom"
After:
Added: Customer logos, ROI calculator, value metric clarity (per data source)
4. PQL Definition:
| PQL Score | Criteria |
|---|---|
| 1 point | Completed integration |
| 2 points | Generated first insight |
| 3 points | Shared report with team member |
| 2 points | Logged in 5+ days |
| 2 points | Approaching data limit |
| PQL threshold | 6+ points |
Results after 90 days:
## PLG Model Decision: [Product Name]
### MOAT Assessment
**M - Market Strategy:**
□ Dominant (undercutting competition)
□ Disruptive (new category)
□ Differentiated (unique in existing category)
**O - Ocean Conditions:**
□ Red Ocean (many competitors)
□ Blue Ocean (few competitors)
**A - Audience:**
□ Top-down (decision-makers buy first)
□ Bottom-up (end users adopt first)
**T - Time-to-Value:**
□ Immediate (value in minutes)
□ Delayed (value in days/weeks)
### Recommended Model
Based on MOAT: _______________
### Model Design
- Free tier includes: _______________
- Upgrade triggers: _______________
- Time limit (if trial): _______________## Value Foundation: [Product Name]
### U - Understand Your Value
**Outcomes:**
- Functional: What job does it do?
→
- Emotional: How does it make them feel?
→
- Social: How do they appear to others?
→
**Value Metric:**
The core unit of value is: _______________
(e.g., storage used, messages sent, projects managed)
### C - Communicate Your Value
**Pricing Page 5-Second Test:**
□ Can users identify the right plan in 5 seconds?
□ Is value proposition immediately clear?
□ Does pricing align with value metric?
**Social Proof Present:**
□ "Most popular" indicator
□ Customer logos
□ Testimonials/case studies
### D - Deliver Your Value
**Time to Value:**
- Current: User experiences value in ___ [time]
- Target: User experiences value in ___ [time]
**Value Gap Assessment:**
- What do we promise? _______________
- What do we deliver? _______________
- Gap to close: _______________## Bowling Alley Design: [Product Name]
### The Straight Line
**User's Desired Outcome:**
**The "Aha Moment":**
(When do users first experience real value?)
**Minimum Steps to Value:**
1.
2.
3.
4.
**Friction to Remove:**
-
-
### Product Bumpers (In-App)
| Bumper | Content | Trigger |
|--------|---------|---------|
| Welcome message | | Signup |
| Progress bar | | Onboarding |
| Checklist | | First 7 days |
| Empty state | | Before first use |
| Tooltips | | Feature discovery |
### Conversational Bumpers (Email)
| Day | Email | Purpose |
|-----|-------|---------|
| 0 | | |
| 3 | | |
| 7 | | |
| 14 | | |
| Trial end | | |## PQL Definition: [Product Name]
### Behavioral Signals
| Signal | Points | Rationale |
|--------|--------|-----------|
| | | |
| | | |
| | | |
| | | |
### PQL Threshold
Score of ___ or higher = Product Qualified Lead
### PQL Workflow
When user becomes PQL:
1. [ ] Notify sales/success team
2. [ ] Trigger in-app upgrade prompt
3. [ ] Send personalized email
4. [ ] Add to sales sequencesources/books/bush-product-led-growth.md~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.