git:20260616.541b84f to git:20260618.ff8c0b8

---

name: viral-marketing-playbook

description: |

Design viral loops into your product — referral programs, invite systems, and share mechanics that drive exponential growth. Includes K-factor calculations and real examples from Dropbox, Slack, and Notion. By @WeiYipei.

source: https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/viral-marketing-playbook

---

## 📦 Install

```bash

clawhub install viral-marketing-playbook

```

**What you get after installing:**

- Viral loop anatomy — mechanics behind referral, invite, and content loops

- K-factor math to calculate viral coefficient and model growth scenarios

- Real case studies from Dropbox, Notion, and Loom viral engines

---

# Viral Loop Design — Referral, Invite & Share Mechanics

> 🌍 **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)

Products don't go viral by accident. This playbook teaches you to engineer virality.

- **Viral loop anatomy**: The mechanics behind referral, invite, and content loops

- **K-factor math**: Calculate your viral coefficient and model growth scenarios

- **Incentive design**: What to offer referrers and referred users (and what doesn't work)

- **Share triggers**: Moments in the user journey where sharing feels natural

- **Case studies**: How Dropbox, Notion, and Loom built their viral engines

## 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)

---

## 🔗 About the Author

**Iris Wei** — Growth consultant for 150+ AI startups. Ex-COO at AFFiNE (69K GitHub stars).

- 🐦 Twitter: [@WeiYipei](https://twitter.com/WeiYipei) — Daily growth tactics

- 💬 Consulting: [@Iris_carrot on Telegram](https://t.me/Iris_carrot)

- 🛒 Premium Bundle (all 5 playbooks + templates): [Get on Gumroad ($249)](https://gingiris.gumroad.com/l/gingiris-complete-global-launch-bundle)

- 📚 40+ Free Playbooks: [gingiris.tools/skills](https://gingiris.tools/skills/)