What problem does it solve?
Growth teams often waste resources on low-impact initiatives, struggle to optimize user funnels, and lack a standardized process for measuring the success of growth experiments. This Skill eliminates guesswork by providing a proven, data-driven framework for end-to-end growth marketing, from defining north star metrics to forecasting long-term user and revenue growth.
Core Features & Use Cases
- AARRR Funnel Optimization: Quantify performance across acquisition, activation, retention, referral, and revenue stages, with industry benchmarks to identify gaps and opportunities.
- Experiment Design & Prioritization: Build testable hypotheses, calculate statistically significant sample sizes, and rank experiments using ICE or RICE scoring to focus on high-impact work.
- Viral & Growth Forecasting: Model viral coefficients, product-led growth loops, and content growth loops to predict user trajectories and validate LTV:CAC sustainability.
- Use Case: For a SaaS product with a 20% activation rate, use this Skill to map the onboarding funnel, design an A/B test for the onboarding flow, and forecast the revenue impact of a 15% activation lift.
Quick Start
Use the growth-marketer skill to analyze my e-commerce product's AARRR funnel, prioritize 3 high-impact retention experiments using RICE scoring, and forecast 12-month user growth with a 0.5 viral K-factor.
