Ai Launch Playbook

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"

⚠️ 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）。

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📦 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

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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:

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 - 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