---
license: mit
language:
- en
- zh
- ja
- ko
pretty_name: "Growth Hacking Playbook — Viral Loops & Rapid Experimentation"
tags:
- a-b-testing
- acquisition
- conversion-optimization
- data-driven
- effort-impact
- experiments
- growth-hacking
- marketing
- prioritization
- rapid
- referral
- retention
- startup
- tactics
- viral
size_categories:
- n<1K
task_categories:
- text-generation
- text-classification
---

# Growth Hacking Playbook — 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...

## 📦 Install on ClawHub

```bash
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 — Viral Loops & Rapid Experimentation** playbook — battle-tested with 30+ Product Hunt #1 wins, AFFiNE 60K+ GitHub stars, and 150+ AI startup consultations.

🔗 [View on ClawHub](https://clawhub.ai/gingiris/growth-hacking-playbook) · [All Gingiris skills](https://clawhub.ai/user/gingiris) · [Author blog](https://gingiris.tools)

## 🚀 30-Second Preview

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

Concrete framework, real case studies, decision rules — not generic advice.

---

## 📚 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.
---

## 📦 Install

```bash
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 — 50 Tactics Ranked by Effort/Impact

> 🌍 **Language / 语言**: [中文](#中文版) | [English](references/en/README.md) | [日本語](references/ja/README.md) | [한국어](references/ko/README.md)

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

- **ICE-scored tactics**: Impact, Confidence, Ease — 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
- Full version: https://clawhub.ai/skill/gingiris-launch
- All skills: https://clawhub.ai/user/gingiris
- Follow: [@WeiYipei on X](https://x.com/WeiYipei)


---

*Part of the [Gingiris growth skills suite](https://clawhub.ai/user/gingiris) — battle-tested operational playbooks for AI startups. Author: Iris (生姜iris), ex-AFFiNE COO, Forbes Asia 30 Under 30.*