| name | ai-launch-playbook |
| version | 1.0.0 |
| description | Launch your AI product to global attention — the playbook behind Manus, Devin, and AFFiNE's breakout launches. Covers AI-specific GTM strategy, hype cycle management, waitlist tactics, and multi-market rollout for maximum day-one impact. |
| 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
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):
💎 Premium Resources
Gumroad Products:
🎯 Need Expert Help?
1-on-1 Consulting with Iris (30x PH #1 Winner, AFFiNE Co-founder):
- 30 min session: ¥800
- 60 min session: ¥1500
- Monthly retainer: ¥7000
👉 Book now: gingiris.tools/services
Keywords: AI launch, AI product launch, launching AI product, AI startup launch, AI go-to-market, AI GTM strategy
🔗 About the Author
Iris Wei — Growth consultant for 150+ AI startups. Ex-COO at AFFiNE (69K GitHub stars).
