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Growth Hacking Playbook β€” Viral Loops & Rapid Experimentation

50 growth hacking tactics ranked by effort vs impact. Each experiment includes setup instructions, expected timeline, and success metrics. Data-driven priori...

πŸ“¦ Install on ClawHub

clawhub install growth-hacking-playbook

Then ask your AI agent:

"Design a viral loop for our new productivity app"

Installs the full Growth Hacking Playbook β€” Viral Loops & Rapid Experimentation playbook β€” battle-tested with 30+ Product Hunt #1 wins, AFFiNE 60K+ GitHub stars, and 150+ AI startup consultations.

πŸ”— View on ClawHub Β· All Gingiris skills Β· Author blog

πŸš€ 30-Second Preview

You: Design a viral loop for our new productivity app
Agent (with growth-hacking-playbook):
  K-factor target: β‰₯1.0 (each user brings β‰₯1 new user)
  Loop design: share-to-collaborate (template doc) + referral bonus + social proof badge
  Onboarding: 30-second value moment β†’ invite prompt β†’ friction-less share
  Expected: 15% of new users invite β‰₯1 within first session

Concrete framework, real case studies, decision rules β€” not generic advice.


πŸ“š Full Playbook


name: growth-hacking-playbook description: | 50 growth hacking tactics ranked by effort vs impact. Each experiment includes setup instructions, expected timeline, and success metrics. Data-driven prioritization for resource-constrained startups. Follow @WeiYipei on X.

πŸ“¦ Install

clawhub install growth-hacking-playbook

What you get after installing:

  • 50 ICE-scored growth experiments pre-ranked by impact, confidence, and ease
  • Viral loop and referral mechanics with setup instructions and success metrics
  • Rapid testing framework for running 3 experiments/week without burnout

Growth Hacking Experiments β€” 50 Tactics Ranked by Effort/Impact

🌍 Language / 语言: δΈ­ζ–‡ | English | ζ—₯本θͺž | ν•œκ΅­μ–΄

Stop guessing what to try next. 50 experiments, scored and sorted so you pick the right one.

  • ICE-scored tactics: Impact, Confidence, Ease β€” pre-calculated for you
  • Acquisition hacks: Referral loops, content repurposing, community seeding
  • Activation experiments: Onboarding tweaks that move the needle fast
  • Retention plays: Re-engagement, habit loops, and notification optimization
  • Rapid testing framework: How to run 3 experiments per week without burning out

Related Gingiris Skills


Part of the Gingiris growth skills suite β€” battle-tested operational playbooks for AI startups. Author: Iris (η”Ÿε§œiris), ex-AFFiNE COO, Forbes Asia 30 Under 30.

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