Complete guide from App Store Optimization to UGC operations, multi-platform content strategy, and AI-powered scaling
💡 Need a 1-on-1 architecture call for your B2B/Open-source launch? Book a session for $200 (Crypto/USDT and Wire Transfer accepted) — Contact @Iris_carrot on Telegram
This playbook is available as a ClawdHub Skill — install it directly into Claude Code, OpenClaw, or any compatible AI agent:
clawhub install gingiris-aso-growthYour AI agent can then help you optimize app store listings, research keywords, and plan UGC campaigns.
If you find this playbook useful, a GitHub Star ⭐ helps others discover it!
Created by Iris (生姜iris), former cofounder & COO of AFFiNE (60k+ stars). This playbook documents battle-tested ASO and App growth strategies, compiled from expert sessions and industry best practices.
| Module | Key Content |
|---|---|
| 🔍 ASO Basics | Store page optimization, keyword research, rating optimization, chart ranking rules |
| 🚀 Cold Start Strategy | Organic First principle, channel matrix, App vs Web differences |
| 👥 UGC Operations | Creator sourcing, pricing & incentives, management architecture |
| 📱 Multi-Platform Content | TikTok / Instagram / YouTube Shorts strategies |
| 🤖 AI Matrix Accounts | AI video production, account nurturing, clone app tactics |
| ⚖️ Platform Comparison | App Store vs Google Play algorithm differences |
Source: ASO Learning Session (March 2026) + Industry Best Practices
- Organic First — Validate content models organically before scaling with paid ads
- Winning Format — Find what works, then replicate at scale through UGC creators
- Platform-Native — Tailor content for each platform's unique algorithm and audience
- Data-Driven — Use ASO tools to find high-volume, low-competition keywords
| Phase | Timing | Key Focus |
|---|---|---|
| 🧪 Testing | Day 0 - Month 1 | Founder runs accounts, finds Winning Format |
| ✅ Validation | Month 1-3 | Recruit UGC creators, replicate success |
| 📈 Scaling | Month 3+ | Paid ads, influencer marketing, AI matrix |
| Platform | User Age | Conversion Rate | Key Metrics |
|---|---|---|---|
| TikTok | 13-18 | Lowest | Completion rate, Share rate |
| 18-25 | Medium | Share Rate, Like Rate | |
| YouTube Shorts | 25-35 | Highest | First 3-sec retention |
| Tool | Pricing | Best For |
|---|---|---|
| Astro | ~$80-90/yr | Indie developers, budget-friendly |
| 点点数据 | Custom | Chinese tool, global data |
| AppTweak | Custom | AI insights, enterprise |
| AppFollow | Custom | Review management + keywords |
| Topic | File |
|---|---|
| Full Guide | references/full-guide-zh.md |
整理自：王恒加老师 ASO 学习会议纪要（2026年3月）
- 先有机，后付费 — 先通过有机方式验证内容模型，再用付费方式规模化
- 找到 Winning Format — 创始人亲自测试，找到爆款模板后复制给 UGC 创作者
- 平台原生化 — 针对每个平台的算法和用户特性定制内容
- 数据驱动 — 用 ASO 工具找到搜索量高、竞争难度低的关键词
| 阶段 | 时间 | 核心任务 |
|---|---|---|
| 🧪 测试期 | Day 0 - 1个月 | 创始人亲自运营账号，找到 Winning Format |
| ✅ 验证期 | 1-3个月 | 招募 UGC 创作者，复制成功模板 |
| 📈 规模化 | 3个月+ | 付费投流、红人合作、AI 矩阵号 |
| 平台 | 用户年龄 | 付费转化率 | 核心指标 |
|---|---|---|---|
| TikTok | 13-18岁 | 最低 | 完播率、分享率 |
| 18-25岁 | 中等 | Share Rate、Like Rate | |
| YouTube Shorts | 25-35岁 | 最高 | 前3秒停留率、完播率 |
基础定价：$10-20/条
激励方案示例：
| 播放量 | 奖励 |
|---|---|
| 基础 | $20 |
| 1 万 | +$20 |
| 10 万 | +$50 |
| 100 万 | +$200 |
| 维度 | App Store | Google Play |
|---|---|---|
| 算法核心 | 元数据精确匹配 | 文本内容理解 + 技术性能 |
| 关键词策略 | 精简、权重优先 | 全面、密度优先 |
| 描述作用 | 不影响搜索排名 | 长描述是关键 |
| 技术指标 | 间接影响 | Android Vitals 直接影响 |
| A/B 测试 | PPO（需审核） | 商店列表实验（无需审核） |
| 主题 | 文件 |
|---|---|
| 完整指南 | references/full-guide-zh.md |
Iris (生姜iris) — Former cofounder & COO of AFFiNE, led global go-to-market from 0 to millions of users.
- 💬 Telegram: @Iris_carrot
- 📱 即刻: 生姜iris
- 📧 公众号: 云宝的桃花坞
| Service | Price |
|---|---|
| 30-min Session | ¥800 |
| 60-min Session | ¥1,500 |
| Monthly Retainer (≤5h) | ¥7,000 |
- gingiris-launch — AI Product Global Launch Playbook
- gingiris-opensource — Open Source Launch Marketing
- gingiris-b2b-growth — B2B SaaS Growth Playbook
MIT License - Feel free to use and adapt!