⚠️ 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
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
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