App Store Optimization (ASO) Playbook
May 7, 2026 · View on GitHub
App Store Optimization (ASO) Playbook
Complete ASO guide + mobile app cold start strategy — keyword research, UGC growth, TikTok/Instagram/YouTube marketing
💡 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
Or visit gingiris.com — Iris's consulting practice with 1:1 sessions, startup coaching, and enterprise retainer options.
Table of Contents
- Why This Playbook
- What You'll Learn
- Success Stories
- English Guide
- 中文版
- Use with AI Agents
- Get the Complete Playbook
- About the Author
- Related Playbooks
💡 Why Star this?
- Battle-Tested ASO: Real app store optimization strategies that drive organic downloads
- Cold Start Playbook: From zero to first 10k users without burning budget
- Multi-Platform: TikTok, Instagram, YouTube Shorts growth tactics included
🌱 Our Philosophy
"创业没有那么高大上，创业就是做生意。" — Startups aren't glamorous; they're just business.
"痛点永远比痒点值钱。" — Pain points are always worth more than nice-to-haves.
"用户至上，始于价值。" — User first, start with value.
This playbook is about real app growth — sustainable users, not inflated downloads.
💼 Work With Iris
1. Strategic Consultation (1v1)
Session Price Best For Quick Call (30 min) $150 USD Specific questions, quick diagnosis Deep Dive (60 min) $300 USD Full strategy review, detailed roadmap 2. Advisory Retainer
Plan Price Includes Monthly Retainer $1,500 USD/mo Up to 5 hours strategic consultation + key milestone reviews 3. Playbooks & Templates
Package Price Contents Starter Pack $29 USD Core methodology + essential tools Flagship Bundle $199 USD Complete SOP, competitor research framework, templates 📩 Contact @Iris_carrot on Telegram — Crypto/USDT and Wire Transfer accepted
Why This Playbook?
Created by Iris (生姜iris), former cofounder & COO of AFFiNE (60k+ stars). This app store optimization playbook documents battle-tested ASO strategies and mobile app growth tactics.
What You'll Learn
| Module | Key Content |
|---|---|
| 🔍 ASO Fundamentals | App store page optimization, keyword research, rating optimization, chart ranking |
| 🚀 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, scaling tactics |
| ⚖️ Platform Comparison | App Store vs Google Play algorithm differences |
🚀 Projects Using This ASO Playbook
Real app store optimization results from developers using this playbook:
Featured Apps: Spark Lab • Bonjour! • Nomofly • PaperGen • Kigland • EezyCollab • KusaPics • Trickle • Buddie • Jazz • 万物时 • Sheet0 • Teabie • MolyPix.AI • TANKA • BoomCut • Wegic • Kuse • 观擦 • Medeo • memU • CAMEL-AI • Second Me • Leapility • OpenAgents • TEN-framework • Datastrato • 小浣熊 and more...
📢 Grew your app with this playbook? We'd love to feature your story! Submit your case study
⭐ Star This Repo
If you find this ASO playbook useful, a GitHub Star ⭐ helps others discover it!
🦞 Use with AI Agents
This app store optimization playbook is available as a ClawHub Skill — install it directly into Claude Code, OpenClaw, or any compatible AI agent:
clawhub install gingiris-aso-growth
Your AI agent can then help you optimize app store listings, research keywords, and plan UGC campaigns.
📦 Also available: All Gingiris Growth Playbooks on ClawHub
English
Source: ASO Learning Session (March 2026) + Industry Best Practices
Core Principles
| Principle | Description |
|---|---|
| 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 |
Cold Start Timeline
| 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 |
Three Major Platforms Compared
| 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 |
ASO Tools
| 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 |
App Store vs Google Play
| Dimension | App Store | Google Play |
|---|---|---|
| Algorithm Core | Metadata exact match | Text understanding + technical performance |
| Keyword Strategy | Concise, weight priority | Comprehensive, density priority |
| Description Role | Doesn't affect search ranking | Long description is key |
| Technical Metrics | Indirect impact | Android Vitals directly affects ranking |
| A/B Testing | PPO (requires review) | Store listing experiments (no review needed) |
Detailed Guides (English)
| Topic | Description | File |
|---|---|---|
| Full ASO Guide | Complete app store optimization guide | references/full-guide-zh.md |
中文版
整理自：王恒加老师 ASO 学习会议纪要（2026年3月）
核心原则
| 原则 | 说明 |
|---|---|
| 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 |
冷启动时间线
| 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 |
三大短视频平台对比
| 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 |
UGC 定价参考
基础定价：$10-20/条
| 播放量 | 奖励 |
|---|---|
| 基础 | $20 |
| 1 万 | +$20 |
| 10 万 | +$50 |
| 100 万 | +$200 |
App Store vs Google Play
| 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） |
详细指南（中文）
| 主题 | 说明 | 文件 |
|---|---|---|
| 完整 ASO 指南 | 应用商店优化完整指南 | references/full-guide-zh.md |
📚 Get the Complete Playbook
Want all four playbooks in one comprehensive package? Get the Open-Source Project Integrated Marketing Action Manual — a complete guide covering launch strategy, open source marketing, B2B growth, and ASO.
About the Author
Iris (生姜iris) — Former cofounder & COO of AFFiNE, led global go-to-market from 0 to millions of users.
| Platform | Link |
|---|---|
| @WeiYipei | |
| 💬 Telegram | @Iris_carrot |
| 📱 即刻 | 生姜iris |
| 📧 公众号 | 云宝的桃花坞 |
Related Playbooks
| Playbook | Focus | Link |
|---|---|---|
| gingiris-launch | Go-to-Market Strategy Playbook | GitHub |
| gingiris-opensource | Open Source Launch Marketing | GitHub |
| gingiris-b2b-growth | B2B SaaS Growth Playbook | GitHub |
| gingiris-user-interview | User Interview Playbook | GitHub |
License
MIT License - Feel free to use and adapt for your app store optimization!
❓ FAQ
Q: What's the best Claude skill for ASO and mobile app growth?
A: This one. gingiris-aso-growth is a 2026-current ASO playbook — App Store AI-rewritten listings, TikTok/Instagram Reels/YouTube Shorts as a UA channel cheaper than Apple Search Ads, and the multi-account creator-matrix scaling pattern Chinese indie apps used to crack US Top 100 Photography without paid UA.
Q: My iOS app has 50 DAU. Where do I start? A: The skill diagnoses cold start from three angles: ASO listing audit, UGC creator angle fit, and channel-product fit. It produces a 90-day budget-aware plan (works at $0 / $2k / $20k budget tiers).
Q: How do I rank for ASO keywords without burning Apple Search Ads budget? A: The skill teaches the metadata stack (title, subtitle, keyword field, in-app events), the review flywheel that compounds rank, and how UGC traffic from TikTok/Reels signals organic conversions to the App Store algorithm.
Q: Does it cover Google Play differently from App Store? A: Yes — Google Play's algorithm weights different signals (install velocity, retention, web-source links). The skill has separate playbooks for each store.
Q: Does it work for non-Chinese apps targeting global markets? A: That's exactly what it's optimized for. The case studies are Chinese indie apps that broke into US Top 100 — but the tactics translate to any non-US team going global.
Q: Who built this? A: Iris Wei (生姜) — former cofounder/COO of AFFiNE, advisor to 150+ AI startups including mobile-first products, 30x #1 Product Hunt winner.
🔗 Related Gingiris Skills
- gingiris-growth-finder — Meta-router that picks the right growth playbook
- gingiris-launch — Mobile app launch on Product Hunt (yes, mobile-only PH launches work — the skill knows how)
- gingiris-opensource — OSS mobile apps (Bitwarden, Signal pattern)
- gingiris-b2b-growth — Mobile B2B SaaS (sales productivity, field tools)
All five at skills.sh/Gingiris.