growth-loops — independently scanned and version-tracked by SaferSkills.
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Design and optimize self-reinforcing growth systems using Reforge methodology—shift from linear funnels to compounding loops where outputs become inputs for sustainable, defensible growth.
Use this skill when you need to:
This skill is particularly valuable for:
Sources:
Core Principle: Growth loops are closed systems where outputs from one cycle become inputs for the next, creating compounding effects over time. Unlike funnels, loops don't require constant external input to maintain output.
"Loops are closed systems where the inputs through some process generates more of an output that can be reinvested in the input." — Brian Balfour
| Claude Does | You Decide |
|---|---|
| Structures analysis frameworks | Strategic priorities |
| Synthesizes market data | Competitive positioning |
| Identifies opportunities | Resource allocation |
| Creates strategic options | Final strategy selection |
| Suggests implementation approaches | Execution decisions |
When invoked, I will guide you through growth loop design and optimization:
Provide information about your business and growth:
Example prompts:
Information that helps:
#### The Funnel Problem
Traditional growth thinking:
Awareness → Interest → Consideration → Purchase → (end)
↓ ↓ ↓ ↓
Drop Drop Drop DropWhy funnels plateau:
#### The Loop Solution
Growth loop thinking:
┌─────────────────────────────────────┐
│ │
▼ │
New User → Action → Output → Distribution ─┘
│
└─→ (Attracts more new users)Why loops compound:
#### Type 1: Viral/Referral Loops
Mechanism: Users invite other users who invite more users.
New User → Experiences Value → Invites Others → New Users Sign Up → RepeatBest for:
Key metrics:
| Metric | Definition | Target |
|---|---|---|
| Viral coefficient (K) | Invites × Conversion rate | >1 for viral growth |
| Cycle time | Days per loop iteration | Shorter = faster |
| Invitation rate | % of users who invite | Higher = more fuel |
Optimization levers:
#### Type 2: User-Generated Content (UGC) Loops
Mechanism: Users create content that attracts new users who create more content.
User Creates Content → Content Indexed/Distributed → New Users Discover → Sign Up → Create Content → RepeatBest for:
Key metrics:
| Metric | Definition | Target |
|---|---|---|
| Content creation rate | % of users creating | Higher = more SEO fuel |
| Content discoverability | Organic traffic per piece | Optimize for search |
| Content-to-signup CVR | Visitors → signups | Higher = tighter loop |
| Creator activation | New users → creators | Faster = more content |
Optimization levers:
#### Type 3: Paid Marketing Loops
Mechanism: Revenue funds acquisition of customers who generate more revenue.
Ad Spend → Customer Acquisition → Revenue Generation → Reinvest in Ads → RepeatBest for:
Key metrics:
| Metric | Definition | Target |
|---|---|---|
| LTV:CAC ratio | Customer lifetime value ÷ acquisition cost | >3:1 ideal |
| Payback period | Months to recover CAC | <12 months |
| Marginal efficiency | Additional spend efficiency | Stable or improving |
Requirements for loop to work:
Optimization levers:
#### Type 4: Sales Loops
Mechanism: Customer success creates reference customers that help close more deals.
Close Deal → Customer Success → Case Study/Reference → Credibility → Close More Deals → RepeatBest for:
Key metrics:
| Metric | Definition | Target |
|---|---|---|
| Time to success | Days from close to ROI | Shorter = faster reference |
| Reference rate | % of customers becoming references | Higher = more ammo |
| Win rate with reference | Close rate with case study | Track improvement |
| Deal cycle with reference | Sales cycle length | Shorter = acceleration |
Optimization levers:
"Retention is the foundation of growth." — Brian Balfour
Without retention, loops break:
| Loop Type | Retention Impact |
|---|---|
| Viral | Churned users stop inviting |
| UGC | Churned users stop creating content |
| Paid | Poor retention = poor LTV = negative unit economics |
| Sales | Churned customers can't be references |
Retention amplifies loops:
Before optimizing any loop, ensure:
#### Step 1: Identify Your Value Action
What single action, when taken by users, creates the most value?
| Product Type | Value Action |
|---|---|
| Collaboration tool | Complete task with teammate |
| Social network | Post or connect |
| Marketplace | Complete transaction |
| SaaS tool | Use core feature successfully |
| Content platform | Create or consume content |
#### Step 2: Find the Byproduct
What does the value action naturally produce that could attract new users?
| Value Action | Byproduct |
|---|---|
| Send meeting invite | Recipient sees product |
| Create profile | Profile ranks in search |
| Leave review | Review attracts searchers |
| Share file | Recipient needs account |
| Achieve success | Story worth telling |
#### Step 3: Map the Complete Loop
INPUT: What triggers the loop?
└─→ ACTION: What does the user do?
└─→ OUTPUT: What does the action create?
└─→ DISTRIBUTION: How do new users discover?
└─→ CONVERSION: How do they become input?
└─→ [Back to INPUT]#### Step 4: Measure Each Step
For each step, define:
#### Step 5: Find the Constraint
The slowest or leakiest step determines loop speed.
Questions to ask:
#### The Loop Velocity Equation
Loop Velocity = Volume × Efficiency × FrequencyTo accelerate growth, improve any factor:
| Factor | Optimization Approach |
|---|---|
| Volume | Expand top of loop (more channels, wider targeting) |
| Efficiency | Fix leaky steps (reduce friction, improve conversion) |
| Frequency | Shorten cycle time (faster activation, quicker output) |
#### Prioritization Matrix
| Improvement | Effort | Impact | Priority |
|---|---|---|---|
| Fix biggest leak | Medium | High | 1 |
| Shorten cycle time | Low | High | 2 |
| Add volume source | High | Medium | 3 |
| New loop type | Very High | Very High | 4 |
Best-in-class companies run multiple interconnected loops:
LinkedIn Example:
Key insight: Loops can feed each other:
Use this framework to assess your current state:
#### Audit Questions
Context: B2B project management SaaS with strong retention but growth dependent on paid ads. CAC rising, need sustainable growth channel.
Analysis:
Current State (Funnel):
Google Ads → Landing Page → Trial → Paid
↓ ↓ ↓
70% 65% 75%
drop drop dropDesigned Loop (Viral):
New User Signs Up
│
▼
Creates Project + Invites Team (natural to use product)
│
▼
Teammates Receive Invite (see product value in email)
│
▼
25% Sign Up (free tier, no friction)
│
▼
New Users Create Projects + Invite Their Teams
│
└─────────────► [Loop repeats]Loop Metrics:
| Metric | Current | Target |
|---|---|---|
| Invitation rate | 15% | 40% |
| Invite volume per user | 2 | 5 |
| Invite conversion | 12% | 25% |
| Viral coefficient (K) | 0.04 | 0.5 |
| Cycle time | 14 days | 5 days |
Optimization Plan:
Projected Impact:
Context: Software review site competing with G2 and Capterra. Need more reviews to rank in search, need traffic to get more reviewers. Classic chicken-and-egg.
Designed Loop:
User Writes Review
│
▼
Review Published (optimized for "[Software] review" keywords)
│
▼
Review Ranks in Google
│
▼
Searcher Finds Review, Visits Site
│
▼
20% Sign Up to Write Their Own Review
│
▼
New User Writes Review
│
└─────────────► [Loop repeats]Loop Metrics:
| Metric | Baseline | Target |
|---|---|---|
| Monthly reviews created | 500 | 2,000 |
| Reviews ranking page 1 | 5% | 25% |
| Organic traffic | 10K | 100K |
| Traffic → signup CVR | 2% | 5% |
| Signup → review CVR | 10% | 30% |
Optimization Plan:
Secondary Loop (Viral):
User Writes Review → Shares on LinkedIn → Colleagues See → Sign Up to WriteCompound Effect:
GROWTH LOOP DESIGN CANVAS
═══════════════════════════════════════════════════════════
PRODUCT: ____________________
LOOP TYPE: [ ] Viral [ ] UGC [ ] Paid [ ] Sales
────────────────────────────────────────────────────────────
1. VALUE ACTION
What action creates value for users?
____________________________________________________
2. BYPRODUCT
What does this action produce that could attract new users?
____________________________________________________
3. DISTRIBUTION
How will new users discover this byproduct?
[ ] Search/SEO
[ ] Social sharing
[ ] Direct invitation
[ ] Paid amplification
[ ] Word of mouth
4. CONVERSION
How do discoverers become new users?
____________________________________________________
────────────────────────────────────────────────────────────
LOOP DIAGRAM
┌──────────────────────────────────────────┐
│ │
▼ │
[INPUT] │
│ │
└──► [ACTION] ──► [OUTPUT] ──► [DISTRIBUTION]
────────────────────────────────────────────────────────────
KEY METRICS
| Step | Metric | Current | Target |
|------|--------|---------|--------|
| Input | ______________ | _____ | _____ |
| Action | ______________ | _____ | _____ |
| Output | ______________ | _____ | _____ |
| Distribution | ______________ | _____ | _____ |
| Conversion | ______________ | _____ | _____ |
Cycle time: _____ days
Viral coefficient (if applicable): _____
────────────────────────────────────────────────────────────
CONSTRAINT ANALYSIS
What's the biggest bottleneck in this loop?
____________________________________________________
Top 3 improvements to accelerate the loop:
1. ____________________________________________________
2. ____________________________________________________
3. ____________________________________________________WEEKLY LOOP HEALTH METRICS
═══════════════════════════════════════════════════════════
Loop: [Name] Week of: [Date]
────────────────────────────────────────────────────────────
VELOCITY METRICS
This Week Last Week Trend
Loop cycles completed: _________ _________ ↑/↓/→
Average cycle time: _________ _________ ↑/↓/→
Volume entering loop: _________ _________ ↑/↓/→
────────────────────────────────────────────────────────────
STEP CONVERSION RATES
This Week Target Status
Step 1 (Input→Action): _________% _________% 🟢/🟡/🔴
Step 2 (Action→Output): _________% _________% 🟢/🟡/🔴
Step 3 (Output→Dist): _________% _________% 🟢/🟡/🔴
Step 4 (Dist→Conv): _________% _________% 🟢/🟡/🔴
────────────────────────────────────────────────────────────
RETENTION (Loop Foundation)
This Week Target Status
Week 1 retention: _________% 40%+ 🟢/🟡/🔴
Month 1 retention: _________% 25%+ 🟢/🟡/🔴
Core action frequency: _________ _________ 🟢/🟡/🔴
────────────────────────────────────────────────────────────
CONSTRAINT THIS WEEK
Biggest bottleneck: _________________________________
Action being taken: _________________________________
────────────────────────────────────────────────────────────
LOOP COMPOUNDING
Organic/loop-driven growth %: _________%
Paid-driven growth %: _________%
Target organic %: _________%WHICH LOOP TYPE FITS YOUR BUSINESS?
═══════════════════════════════════════════════════════════
Answer these questions to identify your primary loop:
1. DOES YOUR PRODUCT REQUIRE MULTIPLE USERS TO FUNCTION?
[ ] Yes → Strong viral loop potential
[ ] No → Consider UGC or Paid loops
2. DO USERS CREATE CONTENT AS PART OF USING YOUR PRODUCT?
[ ] Yes → Strong UGC loop potential
[ ] No → Consider Viral or Paid loops
3. WHAT ARE YOUR UNIT ECONOMICS?
[ ] LTV:CAC > 5:1, payback < 6 months → Paid loop viable
[ ] LTV:CAC 3-5:1, payback 6-12 months → Paid loop possible
[ ] LTV:CAC < 3:1, payback > 12 months → Need organic loop first
4. IS YOUR SALE COMPLEX/HIGH-TOUCH?
[ ] Yes, enterprise/high-ticket → Sales loop
[ ] No, self-serve → Viral, UGC, or Paid loop
5. DO CUSTOMERS GET MEASURABLE RESULTS?
[ ] Yes, with clear metrics → Sales loop reinforcement
[ ] No, value is qualitative → Harder sales loop, try others
────────────────────────────────────────────────────────────
RECOMMENDED PRIMARY LOOP: ____________________
RECOMMENDED SECONDARY LOOP: ____________________Primary Sources:
Additional Resources:
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.