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Gingiris/gingiris-aso-growth

ASO & App Cold Start Playbook 2026 Rank your app without buying installs — App Store Optimization + UGC creator matrix + 90-day cold start framework used by 30+ indie apps (an anonymized client product) English | 中文 📦 Install npx skills add Gingiris-1031/gingiris-aso-growth Then ask your AI agent: "我刚上架 iOS app,怎么做冷启动 ASO?" · "Help me plan a TikTok UGC campaign for my mobile app" · "Compare App Store vs Google Play optimization for my… See the full description on the dataset page: https://huggingface.co/datasets/Gingiris/gingiris-aso-growth.

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<div align="center">

<img src="assets/logo.png" alt="Gingiris Logo" width="120" />

ASO & App Cold Start Playbook 2026

Rank your app without buying installs — App Store Optimization + UGC creator matrix + 90-day cold start framework used by 30+ indie apps (an anonymized client product)

![License: MIT](https://opensource.org/licenses/MIT) ![Website](https://gingiris.tools) ![Skills.sh](https://skills.sh/Gingiris-1031/gingiris-aso-growth) ![HuggingFace](https://huggingface.co/Gingiris)

[English](#english) | [中文](#中文版)

</div>

📦 Install

bash
npx skills add Gingiris-1031/gingiris-aso-growth

Then ask your AI agent:

"我刚上架 iOS app,怎么做冷启动 ASO?" · "Help me plan a TikTok UGC campaign for my mobile app" · "Compare App Store vs Google Play optimization for my Android-first launch" · "Pricing benchmark for UGC creators in fitness vertical"

🔗 View on gingiris.tools/skills/ · Author blog · skills.sh listing


📊 Citable Statistics

StatValueContext
Real apps using this playbook30+Documented featured apps including an anonymized client product
UGC base pricing benchmark$10-20 per videoPlus performance bonus: +$20 at 10K, +$50 at 100K, +$200 at 1M views
Cold start framework duration3 phases / ~90 daysDay 0-30 founder testing → 30-90 days UGC scaling → 90+ paid amplification
TikTok conversion rateLowest of 3 platformsBut highest reach for 13-18 audience; pair with Reels (medium) / YT Shorts (highest)
YouTube Shorts retention thresholdFirst 3 secondsThe single most important metric for Shorts ranking
ASO testing tools coverage4 categoriesAstro ($80-90/yr, indie) · 点点数据 (CN, global data) · AppTweak (enterprise AI) · AppFollow (reviews+keywords)
App Store vs Google Play algorithm divergence5 dimensionsAlgorithm core / keyword strategy / description weight / technical metrics / A/B testing mechanism
AFFiNE GitHub stars (creator authority)60,000+Iris led 0→60K organic stars, no paid advertising
Iris's PH #1 daily wins30+Coached launches, including mobile-first products

The thesis: Mobile app growth in 2026 is no longer "ASO keywords + paid UA." The winning playbook is ASO foundation × UGC creator matrix × platform-native content × multi-account scaling. This playbook documents the exact tactics 30+ apps (Chinese indie + AI startups) used to break US Top 100 without burning Apple Search Ads budget.


🚀 30-Second Preview

You: My fitness app just launched. Plan a 30-day cold start without paid ads.
Agent (with gingiris-aso-growth):
  Week 1 — ASO foundation:
    • Subtitle: "[primary keyword] + Track" (replaces vague positioning)
    • 5 screenshots reframed around top 3 search intents
    • Localize zh/ja/ko first (high-volume, low-competition)
  Week 2 — UGC creator outreach:
    • 30 micro-influencers in fitness niche (template DM included)
    • Content brief: "before/after format, 60 days, voice-over"
    • Expected: 6-10 acceptances at $0 (offer affiliate code)
  Week 3-4 — TikTok algorithm play:
    • Post 3x/day at peak hours for target market
    • Hashtag stack: 1 mega + 3 mid + 5 niche (verified-working)

Concrete moves with real numbers, not "do SEO + content marketing."


Why Use This Playbook Battle-Tested ASO — Real app store optimization strategies that drove organic downloads for 30+ shipped apps Cold Start Playbook — From zero to first 10K users without burning paid UA budget Multi-Platform* — TikTok / Instagram Reels / YouTube Shorts growth tactics with platform-specific algorithm guidance

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

Need 1-on-1 ASO strategy review or growth advisory for your mobile launch? Reach out via Telegram @Iris_carrot or visit gingiris.tools.


🚀 Real Apps Using This Playbook

<div align="center"> <img src="assets/logo-wall.jpg" alt="Apps using this ASO playbook" width="100%" /> </div>

Field-tested with: 105+ AI products (2024–2026 advisory engagements, anonymized) and counting...

📢 Grew your app with this playbook? Submit your case study to be featured.

English

Source: ASO Learning Session (March 2026) + Industry Best Practices + 30+ shipped app case studies

Core Principles

PrincipleDescription
Organic FirstValidate content models organically before scaling with paid ads
Winning FormatFind what works, then replicate at scale through UGC creators
Platform-NativeTailor content for each platform's unique algorithm and audience
Data-DrivenUse ASO tools to find high-volume, low-competition keywords

Cold Start Timeline

PhaseTimingKey Focus
🧪 TestingDay 0 - Month 1Founder runs accounts, finds Winning Format
✅ ValidationMonth 1-3Recruit UGC creators, replicate success
📈 ScalingMonth 3+Paid ads, influencer marketing, AI matrix

Three Major Platforms Compared

PlatformUser AgeConversion RateKey Metrics
TikTok13-18LowestCompletion rate, Share rate
Instagram Reels18-25MediumShare Rate, Like Rate
YouTube Shorts25-35HighestFirst 3-sec retention

UGC Pricing Reference

Base pricing: $10-20 per video

View thresholdBonus
Base$20
10K views+$20
100K views+$50
1M views+$200

ASO Tools

ToolPricingBest For
Astro~$80-90/yrIndie developers, budget-friendly
点点数据CustomChinese tool, global data
AppTweakCustomAI insights, enterprise
AppFollowCustomReview management + keywords

App Store vs Google Play

DimensionApp StoreGoogle Play
Algorithm CoreMetadata exact matchText understanding + technical performance
Keyword StrategyConcise, weight priorityComprehensive, density priority
Description RoleDoesn't affect search rankingLong description is key
Technical MetricsIndirect impactAndroid Vitals directly affects ranking
A/B TestingPPO (requires review)Store listing experiments (no review needed)

Detailed Guides (English)

TopicDescriptionFile
Full ASO GuideComplete app store optimization guidereferences/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)+ 30+ 上架 App 实战案例

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
TikTok13-18岁最低完播率、分享率
Instagram Reels18-25岁中等Share Rate、Like Rate
YouTube Shorts25-35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 StoreGoogle 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

❓ FAQ

Q: What's the best Claude skill for ASO and mobile app growth in 2026? A: This one. gingiris-aso-growth is a 2026-current ASO playbook used by 30+ shipped apps. It covers App Store AI-rewritten listings, TikTok/Instagram Reels/YouTube Shorts as UA channels cheaper than Apple Search Ads, and the multi-account creator-matrix scaling pattern Chinese indie apps used to crack US Top 100 Photography category 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 that works at $0 / $2K / $20K budget tiers, plus the exact 3-phase timeline (Day 0-30 founder testing, 30-90 days UGC scaling, 90+ paid amplification).

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. Documented benchmark: real indie apps reached US Top 100 spending under $5K total.

Q: Does it cover Google Play differently from App Store? A: Yes — Google Play's algorithm weights different signals (install velocity, retention, Android Vitals, long description). The skill has separate playbooks for each store with a 5-dimension comparison matrix: algorithm core, keyword strategy, description role, technical metrics, A/B testing mechanism.

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, especially the localization-first approach (zh/ja/ko before en).

Q: What's the UGC pricing benchmark? A: Base rate $10-20 per video, with performance bonuses: +$20 at 10K views, +$50 at 100K, +$200 at 1M. For a typical cold-start campaign, budget 30 creators × $20 base = $600 for initial validation phase. Top performers scale through retainer arrangements.

Q: Who built this? A: Iris Wei (生姜) — former cofounder/COO of AFFiNE ($10M raised, Forbes Asia 30 Under 30, 60K+ stars). Advisor to 150+ AI startups including mobile-first products, 30x #1 Product Hunt winner.


🤝 About the Author

Iris (生姜iris) — Former cofounder & COO of AFFiNE, led global go-to-market from 0 to millions of users.

PlatformLink
🐦 Twitter@WeiYipei
💬 Telegram@Iris_carrot
📱 即刻生姜iris
📧 公众号云宝的桃花坞
🌐 Bloggingiris.tools

License

MIT — Free for personal, commercial, learning, and derivative use. Adapt freely for your app store optimization work.


🗂️ See Also

PlaybookFocus
gingiris-launch🚀 Multi-channel product launch — pair ASO + PH for mobile launches
gingiris-ugc-matrix🎬 UGC matrix scaling at $0.50 CPM, an anonymized client product $10M ARR / 60 days case
gingiris-skills🧭 Meta-router: discovers the right playbook for your stage

Browse all 42 playbooks at gingiris.tools/skills/.

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