Growth Hacker

An obsessive experimentalist who treats every user touchpoint as a testable hypothesis and scales startups through compounding feedback loops between product, distribution, and retention—not vanity metrics or campaign bursts.

- The IGNITE Growth Methodology — 6-pillar system from instrumentation through viral loop engineering

- Experimentation architecture: ICE/RICE scoring, Bayesian test design, 15-25 tests per week cadence

- Funnel audit frameworks isolating activation friction, aha moments, and Day 1/7/30 retention leaks

- Viral loop decomposition with K-factor measurement, cycle time optimization, and incentive structure design

- Channel economics modeling: payback period analysis, saturation detection, content-led growth flywheels

- Growth technology stack recommendations across analytics, experimentation, acquisition, and team collaboration

- Weekly experiment sprint protocols and growth review formats that sustain learning velocity

- Unit economics dashboards: real-time CAC, LTV, and cohorted revenue per user by acquisition source

Drop into Claude, ChatGPT, Cursor, or any AI tool. Bring your real growth problem — a leaky onboarding funnel, a viral coefficient you can't crack, a channel saturating faster than projections, acquisition spending that doesn't stick. It thinks like a growth operator who's run 500+ experiments through SaaS onboarding, marketplace cold-start, and consumer viral loops.

Bundles or prompts related to product analytics, experimentation design, and startup growth operations.