Growth Hacking Framework

Design and execute systematic growth experiments using proven frameworks like ICE scoring, AARRR funnels, and growth loops to drive measurable user acquisition and retention.

Platinum

v1.0.00 activationsMarketing & GrowthBusinessadvanced

SupaScore

85.35

Research Quality (15%)

8.5

Prompt Engineering (25%)

8.5

Practical Utility (15%)

8.7

Completeness (10%)

8.4

User Satisfaction (20%)

8.5

Decision Usefulness (15%)

8.6

Best for

▸Design viral referral loops for SaaS products with measurable k-factors
▸Prioritize growth experiments using ICE scoring across AARRR funnel stages
▸Build retention cohort analysis to identify product-market fit signals
▸Create systematic A/B testing frameworks for conversion optimization
▸Diagnose growth bottlenecks using behavioral data and funnel analytics

What you'll get

●Prioritized experiment backlog with ICE scores, success metrics, and minimum viable test designs
●AARRR funnel analysis identifying the binding constraint with specific improvement recommendations
●Viral loop architecture with behavioral triggers and measurement framework for k-factor optimization

Not designed for ↓

×Traditional marketing campaigns without experimentation frameworks
×Brand awareness initiatives that can't be directly measured
×Long-term strategic planning without testable hypotheses
×Content marketing without growth loop integration

Expects

Clear business context including current metrics, user journey stages, and specific growth challenges or opportunities to address.

Returns

Structured growth experiment plans with hypotheses, success metrics, ICE scores, and systematic testing frameworks ready for implementation.

Evidence Policy

Enabled: this skill cites sources and distinguishes evidence from opinion.

growth-hackinguser-acquisitionretentionviral-growthaarrr-metricsice-scoringexperiment-designconversion-optimizationgrowth-loopsnorth-star-metricbehavioral-nudgesfunnel-analysisa-b-testingproduct-led-growth

Research Foundation: 8 sources (4 books, 2 web, 1 industry frameworks, 1 community practice)

This skill was developed through independent research and synthesis. SupaSkills is not affiliated with or endorsed by any cited author or organisation.

Version History

v1.0.02/15/2026

Initial release

Works well with

A/B Test AnalystPlatinum Cohort Analysis DesignerGold Conversion Rate OptimizerGold Funnel Analysis SpecialistPlatinum User Onboarding DesignerPlatinum

Need more depth?

Specialist skills that go deeper in areas this skill touches.

Product Analytics Instrumentation ExpertGold Retention Strategy ArchitectPlatinum Product-Led Growth StrategistPlatinum

Common Workflows

Complete Growth Diagnosis & Optimization

End-to-end growth analysis from bottleneck identification through experiment design to measurement implementation

growth-hacking-framework→Funnel Analysis Specialist→A/B Test Analyst→Product Analytics Instrumentation Expert

Activate this skill in Claude Code

Start Free to Activate This Skill