--- slug: "ai-launch-playbook" source_type: "clawhub" source_url: "https://clawhub.ai/skills/ai-launch-playbook" repo: "" source_file: "description" --- --- 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/)