ai-launch-playbook

原始内容

---
name: "AI Product Global Launch Playbook"
version: 1.0.0
description: |
  Every AI product launches into the same wall of noise — a thousand "we built an AI that…" posts a day. The breakout launches (Manus, Devin, AFFiNE) didn't get lucky; they managed the hype cycle deliberately. This playbook is the AI-specific GTM: waitlist mechanics, timing, and multi-market rollout for maximum day-one signal.

  What's inside:
  • AI product positioning — how to stand out when everyone claims the same capability
  • Global launch timing and market selection for day-one impact
  • Hype-cycle and waitlist tactics — building demand before you ship
  • KOL and influencer outreach for AI products
  • Community building in AI/ML spaces
  • Case studies — Manus, Devin, and AFFiNE breakout launches decoded

  🇨🇳 AI 产品发布手册 — AI 特有 GTM、hype 周期管理、waitlist 打法、多市场 rollout、AI/ML KOL 触达。含 Manus/Devin/AFFiNE 拆解。
  🇯🇵 AI製品ローンチ — AI特化GTM、ハイプサイクル管理、ウェイトリスト戦術、マルチマーケット展開。Manus/Devin/AFFiNE事例。
  🇰🇷 AI 제품 런칭 — AI 특화 GTM, 하이프 사이클 관리, 웨이트리스트 전술, 멀티마켓 롤아웃. Manus/Devin/AFFiNE 사례.

  Triggers: "AI product launch" | "launch AI product" | "AI startup launch" | "AI GTM" | "waitlist strategy" | "hype cycle" | "AI product positioning" | "AI marketing" | "launch strategy" | "multi-market launch" | "AI 产品发布" | "AI 出海" | "waitlist 打法" | "AI製品ローンチ" | "AI 제품 런칭"
author: Gingiris
tags:
  - ai
  - launch
  - startup
  - global
  - product-launch
  - go-to-market
  - gtm
  - startup-launch
  - startup-marketing
  - saas
  - ai-tools
  - claude-code
  - ai-agent-skill
  - waitlist
  - latest
source: https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/ai-launch-playbook
---

## ⚠️ 2C 产品慎用 Product Hunt

本 skill 默认 dev / maker / B2B 受众。**2C 消费品 / 教育 / 应用 / 游戏**：Product Hunt 受众是 maker/科技人，与普通消费者错配、ROI 极低——最多发一次拿个 badge。请把精力换到 **垂类社区（Reddit / 小红书 / 知乎 / Naver 카페）+ 短视频（TikTok / 抖音 / YouTube）+ 垂直 KOL**，并用"免费产品当钩子"做转化。完整 2C 渠道数据库（各国 MAU + 公开来源）+ 三路 Launch 分叉见 → `gingiris-seo-geo/references/2c-adaptation.md`（及 `gingiris-launch`）。

---

## 📦 Install

```bash
clawhub install ai-launch-playbook
```

**What you get after installing:**
- AI-specific GTM strategy with hype cycle management and waitlist tactics
- Multi-market rollout playbook for maximum day-one global impact
- Real case studies from Manus, Devin, and AFFiNE breakout launches

---

# AI Product Launch Playbook

> 🌍 **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)

> Complete guide for launching AI products globally, with real case studies.

## What You Get

- AI product positioning strategies
- Global launch timing and market selection
- KOL and influencer outreach for AI products
- Community building in AI/ML spaces
- Case studies: Manus, Devin, AFFiNE

## What Actually Made Manus & Devin Travel (2026 analysis update)

Four forces, in causal order — skipping the first breaks the other three:

1. **Product depth as the narrative floor.** Hype without substance decays in ~72 hours; the story can only stand as tall as the product is deep.
2. **Reproducibility sets the emotional ceiling.** Users could re-run Manus demos themselves, so testimonials read as discovery rather than marketing — one creator's genuine recommendation pulled 2.8M views. Devin's non-reproducible demos drew hedged, polite coverage; the same creator's favor-share managed roughly 20 likes. Design demos for screen-recording and re-creation.
3. **The influencer flywheel.** Founders, operators, and investors with real followings are each worth ten commissioned posts. Seed genuine surprise, never obligation — the 2.8M-vs-20 gap above is exactly that difference.
4. **The platform relay race.** Days 0–3: X/Twitter ignites the topic. Days 3–10: YouTube and Substack deepen it. Day 10+: Reddit and HN keep the long tail alive. Plan the handoffs, not just the spark.

### Budget-to-outcome ladder for AI launches (observed 2025–2026)

| Ticket | Observed ceiling |
|---|---|
| ~$1K | Hundreds of signups — go community-led, skip the big stage |
| ~$5K | ~1,800 votes/24h — daily-crown territory, but pace it: one campaign at this level had its #1 revoked in a post-hoc vote sweep |
| $10–20K | Seven-figure impressions, four-figure signups |
| <$20K total | A 10K-star open-source launch with a team of ≤5 |

Sanity ratio before you allocate: PH exposure→upvote ≈ 1%, while Reddit exposure→GitHub star runs 5–8%. Small budgets belong in niche communities and micro-creators, not leaderboards. Weekly PH badge ≈ 7x the exposure of daily, monthly ≈ 30x — pick the board before picking the date.

## 📚 Free Resources

**GitHub Playbook (Free):**
- [Gingiris Launch Playbook](https://clawhub.ai/gingiris-1031/skills/gingiris-launch) - Complete launch strategy
- [Gingiris Open Source Marketing](https://clawhub.ai/gingiris-1031/skills/gingiris-opensource) - OSS marketing tactics

## 💎 Premium Resources

**Gumroad Products:**
- [AI Product Global Launch Guide](https://gingiris.gumroad.com/l/nxkifd) - Deep-dive with case studies
- [Complete Launch Bundle](https://gingiris.gumroad.com/l/gingiris-complete-global-launch-bundle) - All playbooks in one

## 🔗 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
- 🛒 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/)

name: "AI Product Global Launch Playbook" version: 1.0.0 description: | Every AI product launches into the same wall of noise — a thousand "we built an AI that…" posts a day. The breakout launches (Manus, Devin, AFFiNE) didn't get lucky; they managed the hype cycle deliberately. This playbook is the AI-specific GTM: waitlist mechanics, timing, and multi-market rollout for maximum day-one signal.

What's inside: • AI product positioning — how to stand out when everyone claims the same capability • Global launch timing and market selection for day-one impact • Hype-cycle and waitlist tactics — building demand before you ship • KOL and influencer outreach for AI products • Community building in AI/ML spaces • Case studies — Manus, Devin, and AFFiNE breakout launches decoded

🇨🇳 AI 产品发布手册 — AI 特有 GTM、hype 周期管理、waitlist 打法、多市场 rollout、AI/ML KOL 触达。含 Manus/Devin/AFFiNE 拆解。 🇯🇵 AI製品ローンチ — AI特化GTM、ハイプサイクル管理、ウェイトリスト戦術、マルチマーケット展開。Manus/Devin/AFFiNE事例。 🇰🇷 AI 제품 런칭 — AI 특화 GTM, 하이프 사이클 관리, 웨이트리스트 전술, 멀티마켓 롤아웃. Manus/Devin/AFFiNE 사례.

ai
launch
startup
global
product-launch
go-to-market
gtm
startup-launch
startup-marketing
saas
ai-tools
claude-code
ai-agent-skill
waitlist
latest source: https://github.com/Gingiris-1031/gingiris-skills/tree/main/skills/ai-launch-playbook

⚠️ 2C 产品慎用 Product Hunt

本 skill 默认 dev / maker / B2B 受众。2C 消费品 / 教育 / 应用 / 游戏：Product Hunt 受众是 maker/科技人，与普通消费者错配、ROI 极低——最多发一次拿个 badge。请把精力换到 垂类社区（Reddit / 小红书 / 知乎 / Naver 카페）+ 短视频（TikTok / 抖音 / YouTube）+ 垂直 KOL，并用"免费产品当钩子"做转化。完整 2C 渠道数据库（各国 MAU + 公开来源）+ 三路 Launch 分叉见 → gingiris-seo-geo/references/2c-adaptation.md（及 gingiris-launch）。

📦 Install

clawhub install ai-launch-playbook

What you get after installing:

AI-specific GTM strategy with hype cycle management and waitlist tactics
Multi-market rollout playbook for maximum day-one global impact
Real case studies from Manus, Devin, and AFFiNE breakout launches

AI Product Launch Playbook

🌍 Language / 语言: 中文 | English | 日本語 | 한국어

Complete guide for launching AI products globally, with real case studies.

What You Get

AI product positioning strategies
Global launch timing and market selection
KOL and influencer outreach for AI products
Community building in AI/ML spaces
Case studies: Manus, Devin, AFFiNE

What Actually Made Manus & Devin Travel (2026 analysis update)

Four forces, in causal order — skipping the first breaks the other three:

Product depth as the narrative floor. Hype without substance decays in ~72 hours; the story can only stand as tall as the product is deep.
Reproducibility sets the emotional ceiling. Users could re-run Manus demos themselves, so testimonials read as discovery rather than marketing — one creator's genuine recommendation pulled 2.8M views. Devin's non-reproducible demos drew hedged, polite coverage; the same creator's favor-share managed roughly 20 likes. Design demos for screen-recording and re-creation.
The influencer flywheel. Founders, operators, and investors with real followings are each worth ten commissioned posts. Seed genuine surprise, never obligation — the 2.8M-vs-20 gap above is exactly that difference.
The platform relay race. Days 0–3: X/Twitter ignites the topic. Days 3–10: YouTube and Substack deepen it. Day 10+: Reddit and HN keep the long tail alive. Plan the handoffs, not just the spark.

Budget-to-outcome ladder for AI launches (observed 2025–2026)

Ticket	Observed ceiling
~$1K	Hundreds of signups — go community-led, skip the big stage
~$5K	~1,800 votes/24h — daily-crown territory, but pace it: one campaign at this level had its #1 revoked in a post-hoc vote sweep
$10–20K	Seven-figure impressions, four-figure signups
<$20K total	A 10K-star open-source launch with a team of ≤5

Sanity ratio before you allocate: PH exposure→upvote ≈ 1%, while Reddit exposure→GitHub star runs 5–8%. Small budgets belong in niche communities and micro-creators, not leaderboards. Weekly PH badge ≈ 7x the exposure of daily, monthly ≈ 30x — pick the board before picking the date.

📚 Free Resources

GitHub Playbook (Free):

Gingiris Launch Playbook - Complete launch strategy
Gingiris Open Source Marketing - OSS marketing tactics

💎 Premium Resources

Gumroad Products:

AI Product Global Launch Guide - Deep-dive with case studies
Complete Launch Bundle - All playbooks in one

🔗 About the Author

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

🐦 Twitter: @WeiYipei — Daily growth tactics
🛒 Premium Bundle (all 5 playbooks + templates): Get on Gumroad ($249)
📚 40+ Free Playbooks: gingiris.tools/skills