growth-loops

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排名: #5161

安装

npx skills add https://github.com/phuryn/pm-skills --skill growth-loops
Growth Loops
Overview
Identify and design growth loops (flywheels) that create sustainable traction. This skill evaluates five proven growth loop mechanisms to reduce reliance on paid acquisition and build product-led growth.
When to Use
Designing growth mechanisms for a product
Building sustainable viral or referral traction
Reducing reliance on paid acquisition
Analyzing competitor growth strategies
Optimizing product for product-led growth
The 5 Growth Loop Types
1. Viral Loop
Product content created by users gets shared on external platforms, bringing new users back to the product.
Mechanism
Users create content in-product → Share on social/external platforms → New users discover and signup
Example
Figma designs shared as links, Loom videos shared in emails
Strength
Exponential user acquisition if content is inherently shareable
Challenge
Requires highly shareable output and strong incentive to share
2. Usage Loop
Users create content or value within the product, then share it, which invites new users or drives re-engagement.
Mechanism
User creates → Shares creation → Others consume → Become engaged users
Example
Twitter threads, Medium articles, Notion templates shared publicly
Strength
Growth tied directly to product usage and network effects
Challenge
Requires content creation friction to be very low
3. Collaboration Loop
Users invite colleagues to co-create or collaborate within the product, expanding the user base within organizations.
Mechanism
User creates → Invites colleagues for collaboration → Colleagues discover product value
Example
Google Docs invitations, Figma team projects, Slack channels
Strength
Deep organizational penetration and high retention
Challenge
Works best for collaborative/team-based products
4. User-Generated Loop
Users discover new content or features through other users' creations, then create and share their own content.
Mechanism
User discovers content → Creates similar content → Shares creation → Others discover
Example
TikTok, Pinterest, YouTube trends driving creator participation
Strength
Creates content flywheel and network effects
Challenge
Requires critical mass of quality content to sustain
5. Referral Loop
Users invite other potential users in exchange for rewards, incentives, or social recognition.
Mechanism
User refers → Referred user joins → Referrer gets reward → Shares more referrals
Example
Dropbox referral bonus, Uber rider referrals, PayPal signup bonuses
Strength
Directly incentivizes acquisition; easy to measure ROI
Challenge
Requires valuable incentive without eroding unit economics How It Works Step 1: Define Product Value Clarify the core value users experience: Primary action users take in your product Value created per user action Network effects present (if any) Friction points in the experience Step 2: Evaluate Loop Fit Assess which growth loops align with your product: Product type (collaborative, content-based, utility, etc.) Target user behavior and sharing habits Network effects already present Existing user base and engagement Step 3: Design Loop Mechanics Create specific loop implementation: Trigger that initiates sharing or invitations Incentive for participation (intrinsic or extrinsic) Ease of sharing mechanism Conversion rate from invite to activation Frequency of loop repetition per user Step 4: Calculate Loop Coefficient Estimate growth velocity: Invites/shares per user per cycle Conversion rate of invites to new users Net new users per cycle Time per cycle iteration Step 5: Build the Loop Implement the highest-leverage loop first: Start with the most natural loop for your product Optimize messaging and friction Measure loop metrics and conversion rates Compound results over time Input Format Use $ARGUMENTS to pass: Product description and primary user action Target user demographics and behavior Existing sharing/collaboration features Current growth channels and metrics Constraints or opportunities Output A growth loops analysis including: Ranked evaluation of all 5 loop types for your product Recommended primary growth loop with implementation plan Secondary loops to layer over time Key metrics and measurement framework 30-60-90 day implementation roadmap Potential loop coefficient and growth projections Framework Based on growth loops research by Ognjen Bošković. Focuses on compounding user acquisition through built-in, product-native sharing and collaboration mechanisms. Tips Start with one loop and master it before adding complexity Viral loops compound fastest but take time to build Collaboration loops create strongest retention and LTV Measure loop health weekly during optimization phase Combine loops for multiplicative effect once operating at scale Further Reading Product-Led Growth 101, Part 1/2 OpenAI’s Product Leader Shares 3-Layer Distribution Framework To Win Mind & Market Share in the AI World How to Design a Value Proposition Customers Can't Resist?
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