Growth Loops
Models and diagnoses compounding growth loops across viral, content, sales, and paid engines to replace linear acquisition funnels.
Growth Loops is a guided product strategy skill based on the Reforge framework and Nir Eyal's Hooked model that helps product teams design self-sustaining acquisition mechanisms instead of leaking funnels. It systematically classifies growth motions into viral, content, sales, or paid loops, maps the four-node sequence from input to reinvestment, calculates loop coefficients and cycle times, isolates high-friction leaks adjacent to compounding nodes, and delivers a single high-leverage intervention to fuel compounding product growth.
主要功能
01Reforge-style loop classification across viral, content, sales, and paid engines
02Rigorous viral coefficient calculation tracking true external invites and conversion
03High-leverage intervention modeling with expected coefficient impacts
04Four-node loop mapping connecting input, value action, output, and reinvestment
056 GitHub stars
06Leak identification isolating conversion gaps versus structural ceilings
使用场景
01Identifying critical conversion drop-offs adjacent to compounding steps in SaaS products
02Diagnosing plateaued user acquisition when paid marketing spend becomes cost-prohibitive
03Modeling viral invite chains and content loop economics before launching referral programs