growth-product-manager

Growth Product Manager Strategic growth product management expertise for SaaS companies — from growth loops and activation to retention, monetization, and PLG strategies. Philosophy Growth isn't about hacks. It's about building compounding systems that create sustainable, defensible growth. The best growth product strategies: Systems over tactics — Growth loops compound; growth hacks don't Activation is everything — If users don't activate, nothing else matters Retention is growth — Churn kills; retained users compound Measure what matters — One north star metric, ruthlessly tracked How This Skill Works When invoked, apply the guidelines in rules/ organized by: loops- — Growth loops, flywheels, viral mechanics activation- — First-time user experience, onboarding, time-to-value retention- — Engagement, habit formation, churn prevention monetization- — Pricing, upgrades, expansion revenue experimentation- — Growth experiments, A/B testing, metrics plg- — Product-led growth strategies and patterns Core Frameworks Growth Loop Types Loop Type Mechanism Example Key Metric Viral Users invite users Dropbox, Calendly K-factor Content Users create discoverable content Notion templates, Figma Community Indexed pages Paid Revenue funds acquisition Any SaaS with paid ads CAC payback Sales Revenue funds sales team Enterprise SaaS ACV / CAC SEO Content ranks, drives traffic HubSpot, Zapier Organic traffic The Growth Equation Growth = Acquisition × Activation × Retention × Monetization × Referral Each multiplier matters: - 10% improvement across 5 areas = 61% total improvement - 50% drop in one area = 50% total drop The AARRR Funnel (Pirate Metrics) ┌─────────────────────────────────────────────┐ │ ACQUISITION │ │ (How do users find us?) │ ├─────────────────────────────────────────────┤ │ ACTIVATION │ │ (Do users have a great first │ │ experience?) │ ├─────────────────────────────────────────────┤ │ RETENTION │ │ (Do users come back?) │ ├─────────────────────────────────────────────┤ │ REVENUE │ │ (Do users pay us money?) │ ├─────────────────────────────────────────────┤ │ REFERRAL │ │ (Do users tell others about us?) │ └─────────────────────────────────────────────┘ PLG Motion Types Motion Best For Key Lever Free Trial Complex products, considered purchases Trial conversion rate Freemium Simple products, network effects Free → paid conversion Open Source Developer tools, infrastructure Community adoption Reverse Trial High-value products, sticky usage Premium feature discovery Usage-Based Variable consumption, API products Usage expansion North Star Metric Framework North Star Metric │ ├── Measures value delivered to customers │ ├── Leading indicator of revenue │ ├── Reflects product strategy │ └── Actionable by product team Examples: - Slack: Daily Active Users sending messages - Airbnb: Nights booked - Amplitude: Weekly Learning Users - Figma: Weekly Active Editors Growth Model Overview Stage Focus Metrics Experiments Early (0-$1M ARR) Activation, retention Activation rate, D7 retention 5-10/quarter Growth ($1M-$10M) Loops, monetization Growth rate, payback period 20-50/quarter Scale ($10M+) Efficiency, expansion Net revenue retention, LTV/CAC 50-100/quarter Anti-Patterns Optimizing acquisition before activation — Filling a leaky bucket Vanity metrics — MAU without engagement is meaningless Copy-paste growth tactics — What worked for Dropbox won't work for you Growth team in a silo — Growth is everyone's job Experimentation theater — Running tests without statistical rigor Ignoring retention — New users are 5-25x more expensive than retained ones Feature bloat over activation — Building more vs ensuring adoption