Agent skill

growth-hacking

Apply growth hacking methodologies, rapid experimentation frameworks, and viral growth tactics. Use for: implementing AARRR funnel optimization, running growth experiments, building viral loops, optimizing conversion funnels, leveraging product-led growth, creating referral programs, and scaling acquisition channels through data-driven testing.

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SKILL.md

Growth Hacking

Drive rapid, scalable growth through systematic experimentation and creative tactics.

Overview

Growth hacking is a data-driven, experimental approach to rapidly scale businesses by identifying and leveraging the most effective growth strategies through continuous testing and optimization.

Growth Hacking Fundamentals

Core Principles

Data-Driven Decision Making:

  • Base decisions on evidence, not assumptions
  • Track metrics rigorously
  • Use analytics to guide experiments
  • Measure everything

Rapid Experimentation:

  • Fast cycles of testing
  • Generate ideas quickly
  • Prioritize systematically
  • Learn from failures
  • Scale winners

Cross-Functional Collaboration:

  • Product, marketing, engineering alignment
  • Shared growth goals
  • Collaborative ideation
  • Integrated execution

Focus on Retention:

  • Retention drives sustainable growth
  • Fix leaky bucket before filling it
  • Optimize onboarding and activation
  • Reduce churn

Scalable Mechanisms:

  • Build systems that compound
  • Viral loops and referrals
  • Automated growth engines
  • Network effects

AARRR Framework (Pirate Metrics)

Acquisition

Goal: Get users to your product

Tactics:

  • Content marketing and SEO
  • Paid advertising
  • Social media marketing
  • Influencer partnerships
  • PR and media coverage
  • Viral content
  • Partnerships and integrations

Metrics:

  • Traffic sources
  • Cost per acquisition (CPA)
  • Conversion rate by channel
  • Viral coefficient

Activation

Goal: Deliver great first experience

Tactics:

  • Streamlined onboarding
  • Quick wins and "aha moments"
  • Interactive tutorials
  • Personalized experiences
  • Gamification
  • Progress indicators

Metrics:

  • Activation rate
  • Time to first value
  • Onboarding completion rate
  • Feature adoption

Retention

Goal: Keep users coming back

Tactics:

  • Email and push notifications
  • Feature updates and improvements
  • Personalized content
  • Habit-forming design
  • Community building
  • Customer success programs

Metrics:

  • Retention rate (Day 1, 7, 30)
  • Churn rate
  • Daily/Monthly active users (DAU/MAU)
  • Cohort retention curves

Referral

Goal: Turn users into advocates

Tactics:

  • Referral programs with incentives
  • Social sharing features
  • Viral loops
  • User-generated content
  • Ambassador programs
  • Built-in sharing mechanisms

Metrics:

  • Viral coefficient (K-factor)
  • Referral rate
  • Viral cycle time
  • Shares and invites

Revenue

Goal: Monetize users effectively

Tactics:

  • Pricing optimization
  • Upsell and cross-sell
  • Conversion rate optimization
  • Payment friction reduction
  • Value-based pricing
  • Freemium to paid conversion

Metrics:

  • Average revenue per user (ARPU)
  • Customer lifetime value (LTV)
  • Conversion to paid rate
  • Monthly recurring revenue (MRR)

Growth Experimentation Process

G.R.O.W.S. Framework

Gather Ideas:

  • Brainstorm growth hypotheses
  • Research competitors
  • Analyze user behavior
  • Survey customers
  • Review analytics
  • Study successful companies

Rank Ideas: Use ICE scoring:

  • Impact: Potential effect on goal (1-10)
  • Confidence: Likelihood of success (1-10)
  • Ease: Resources required (1-10)
  • ICE Score: (Impact + Confidence + Ease) / 3

Outline Experiments:

  • Define hypothesis
  • Set success criteria
  • Determine sample size
  • Plan implementation
  • Estimate timeline
  • Assign ownership

Work (Execute):

  • Build minimum viable test
  • Launch experiment
  • Monitor in real-time
  • Collect data
  • Document process

Study Results:

  • Analyze data
  • Determine statistical significance
  • Extract learnings
  • Decide: Scale, iterate, or kill
  • Document insights

Growth Hacking Tactics

Viral Growth Tactics

Referral Programs:

  • Dropbox: Free storage for referrals
  • Airbnb: Travel credits for both parties
  • Uber: Ride credits for referrals
  • PayPal: Cash incentives (early days)

Built-In Virality:

  • Hotmail: "Get your free email at Hotmail"
  • Instagram: Watermarks on shared photos
  • Zoom: Free users in paid meetings
  • Calendly: Branding on scheduling pages

Social Sharing:

  • Easy one-click sharing
  • Pre-populated messages
  • Visual content for sharing
  • Incentives for sharing

Product-Led Growth

Freemium Model:

  • Free tier with core value
  • Premium features for paid users
  • Easy upgrade path
  • Usage-based limits

Free Trial:

  • Time-limited full access
  • Credit card optional
  • Automated onboarding
  • Conversion campaigns

Self-Service Onboarding:

  • No sales required
  • Interactive tutorials
  • Quick time-to-value
  • In-app guidance

Content Marketing Hacks

SEO Strategies:

  • Long-tail keyword targeting
  • Programmatic SEO (templates)
  • User-generated content
  • Backlink building
  • Content clusters

Viral Content:

  • Controversial or surprising
  • Highly shareable format
  • Emotional resonance
  • Timely and relevant
  • Visual and interactive

Content Upgrades:

  • Gated resources
  • Email capture
  • Personalized content
  • Interactive tools

Channel-Specific Tactics

Social Media:

  • Platform-specific content
  • Trending topics and hashtags
  • Influencer collaborations
  • User-generated content campaigns
  • Community engagement

Email Marketing:

  • Personalized campaigns
  • Behavioral triggers
  • Segmentation
  • A/B testing
  • Automation

Paid Advertising:

  • Retargeting campaigns
  • Lookalike audiences
  • Creative testing
  • Landing page optimization
  • Conversion tracking

Growth Metrics

North Star Metric

The one metric that best captures core value delivered to customers.

Examples:

  • Airbnb: Nights booked
  • Facebook: Daily active users
  • Slack: Messages sent
  • Spotify: Time spent listening
  • Amazon: Purchases per month

Supporting Metrics

Acquisition:

  • Traffic by source
  • Cost per acquisition
  • Conversion rate
  • Viral coefficient

Activation:

  • Activation rate
  • Time to activation
  • Onboarding completion

Retention:

  • Retention curves
  • Churn rate
  • DAU/MAU ratio

Revenue:

  • LTV:CAC ratio
  • ARPU
  • MRR growth rate

Referral:

  • K-factor (viral coefficient)
  • Referral rate
  • Viral cycle time

Growth Hacking Tools

Analytics and Testing

  • Google Analytics
  • Mixpanel
  • Amplitude
  • Heap
  • Optimizely
  • VWO

Email and Automation

  • Customer.io
  • Klaviyo
  • ActiveCampaign
  • Mailchimp

Referral Programs

  • ReferralCandy
  • Viral Loops
  • GrowSurf
  • Rewardful

SEO and Content

  • Ahrefs
  • SEMrush
  • Clearscope
  • Surfer SEO

User Research

  • Hotjar
  • FullStory
  • UserTesting
  • Typeform

Case Studies

Dropbox

Tactic: Referral program Execution: Free storage for referrals Result: 3900% growth in 15 months

Airbnb

Tactic: Craigslist integration Execution: Cross-post to Craigslist Result: Massive early growth

Hotmail

Tactic: Email signature Execution: "PS: I love you. Get your free email at Hotmail" Result: 12 million users in 18 months

LinkedIn

Tactic: Public profiles (SEO) Execution: Indexed profiles for search Result: Massive organic traffic

Using the Reference Files

When to Read Each Reference

/references/experimentation-framework.md — Read when setting up systematic growth experimentation processes and prioritization frameworks.

/references/viral-growth-tactics.md — Read when building referral programs, viral loops, or other mechanisms for exponential growth.

/references/product-led-growth.md — Read when implementing freemium models, self-service onboarding, or product-driven acquisition.

/references/growth-case-studies.md — Read when seeking inspiration from successful growth hacking examples across different industries.

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