Design statistically valid A/B tests, calculate sample sizes, structure growth experiments, and analyze results.

Plan, implement, and optimize an affiliate marketing strategy with commission models and recruitment flows.

Analyze follower growth data and content performance to generate actionable audience development insights.

Map current competencies against target level rubrics and build an evidence-based promotion plan.

Identify and score marketing acquisition channels by audience fit, speed, cost, effort, and learning value.

Plan a cold start strategy to acquire your first users and traction for a new product with zero initial traffic.

Build, launch, and grow online communities with structured strategies, member journeys, and engagement rituals.

Guide forum promotion, community growth, and invitation tactics across niche platforms and networks.

Design, launch, and grow online communities to drive product growth and brand loyalty.

Design and promote free tools and calculators to drive lead generation and organic SEO growth.

Guide growth using the AARRR framework to diagnose bottlenecks and map customer lifecycle actions.

Extract reusable patterns from tasks and failures to write transferable growth logs instead of diary entries.

Build compounding growth systems with frameworks for growth loops, unit economics, and network effects.

Guide growth, bootstrapping tactics, Build in Public frameworks, and first-user acquisition for solo founders.

Analyze your best customers to find, score, and rank 100+ matching target companies.

Create, curate, and grow email newsletters with structured formats, commentary guides, and growth strategies.

Plan open source commercialization, developer-first distribution, and business models for your project.

Transform your social media data into a prioritized, evidence-backed action plan for immediate growth.

Plan, implement, and optimize referral program strategies for SaaS and AI products.

Design a referral program or viral growth loop with activation-gated incentives and viral math.

Design retention loops, core habit paths, and re-engagement systems to bring users back.

Design and improve product user onboarding to drive activation and early retention.

Build a repeatable framework for creating shareable, high-reach social media content and hooks.