🌐 Language / 语言切换: 🇬🇧 English | 🇨🇳 简体中文
"Using code to scale SEO/GEO, leveraging data to reverse-engineer ASO, and building automation pipelines to power the growth marketing engine."
- Growth Engineer
Translating marketing logic into robust code. Focused on building full-stack marketing infrastructure, automated data pipelines, in-app event tracking, and scaling programmatic SEO (pSEO) with Python and Node.js. - Growth Hacker
Data-driven optimizer of the AARRR funnel. Specializing in rapid A/B testing, user journey mapping, and virality loop design to discover low-cost, high-velocity acquisition channels. - SEO & GEO Lead
Bridging traditional search and generative AI answer engines.- Technical SEO: Optimizing site architecture, Core Web Vitals, dynamic rendering, and establishing semantic knowledge graphs using structured JSON-LD data.
- Generative Engine Optimization (GEO): Optimizing content architecture and entity density to increase brand citation and recommendation shares in AI Search Engines (e.g., Perplexity, ChatGPT Search, Gemini).
- ASO Specialist
Driving organic mobile app growth. Focused on App Store and Google Play metadata engineering, keyword mapping, conversion rate optimization (CRO), and competitive intelligence.
graph TD
A[Organic Acquisition] --> B[Web Traffic: SEO & GEO]
A --> C[App Traffic: ASO]
D[Engineering] --> E[Full-stack: Next.js/React]
D --> F[Automation & AI: n8n/Actions/Agents]
G[Growth Hacking] --> H[Tracking: GTM/GA4/SQL]
G --> I[Conversion: A/B Testing/CRO]
| Growth Domain | Core Tactics | Toolbox |
|---|---|---|
| Technical SEO / GEO | Programmatic SEO (pSEO), JSON-LD Entity Graph, Semantic SEO, SGE Citing Optimization | Edge-Rendered SSG Framework, Python (BeautifulSoup/Scrapy), Google Search Console, Technical SEO Tools |
| ASO (Mobile) | Keyword Mapping, App Metadata Engineering, Localization Strategy, CRO | AppTweak, MobileAction, Google Play Console, App Store Connect |
| Automation & AI | Automated Content Pipelines, Keyword Clustering Agents, Auto-Report Workflows | n8n, Make.com, GitHub Actions, OpenAI API, LangChain |
| Growth Development | Full-stack Landing Pages, Custom MarTech Widgets, Scraping Scripts, Serverless APIs | Node.js, Python, TypeScript, Tailwind CSS, PostgreSQL, Vercel |
| Data & CRO | Advanced Tracking, Funnel Visualization, Event-based Attribution, A/B Testing | Google Tag Manager (GTM), Google Analytics 4 (GA4), Mixpanel, Hotjar, SQL |
| Category | Icons / Badges |
|---|---|
| Growth & MarTech | |
| Programming | |
| Automation & AI |
$ curl -s https://api.mingmingcodes.com/contact | json
{
"website": "mingmingcodes.com",
"email": "mingmingcodes@gmail.com",
"twitter": "@mingmingcodes",
"timezone": "UTC+8 (Available globally for remote work)"
}🌐 Language / 语言切换: 🇬🇧 English | 🇨🇳 简体中文
“用代码实现规模化 SEO/GEO,用数据逆向拆解 ASO,构建自动化工作流驱动增长营销引擎。”
- 增长工程师 (Growth Engineer)
将营销逻辑转化为代码实现。 专注于构建全栈营销基础设施、自动化数据管道(Data Pipelines)、产品内事件埋点追踪,以及利用 Python 和 Node.js 实现规模化内容和流量获取(程序化 SEO - pSEO)。 - 增长黑客 (Growth Hacker)
数据驱动的 AARRR 漏斗优化专家。 专注于快速 A/B 测试、用户转化路径分析、病毒传播机制设计,在拉新(Acquisition)和转化(Conversion)环节寻找低成本实现爆发式增长的技术路径。 - 新一代搜索流量专家 (SEO & GEO Lead)
打通传统搜索与未来 AI 生成式检索生态。- 技术 SEO (Technical SEO):精通网站架构优化、网页核心指标(Core Web Vitals)性能压榨、动态渲染,以及利用 JSON-LD 结构化数据建立搜索引擎知识图谱。
- 生成式引擎优化 (GEO):针对 AI 搜索引擎(如 Perplexity, ChatGPT Search, Gemini)进行内容架构与实体密度优化,提升品牌在 AI 答复中的提及率与引用权重。
- ASO 移动应用商店专家 (ASO Specialist)
移动端自然增长的控盘者。 专注于 App Store 与 Google Play 的元数据工程(Metadata Engineering)、关键词矩阵覆盖、转化率优化(CRO)以及利用技术手段进行竞品关键词监控。
graph TD
A[全域流量获取] --> B[Web 流量: SEO & GEO]
A --> C[App 流量: ASO]
D[技术实现] --> E[全栈开发: Next.js/React]
D --> F[自动化与AI: n8n/Actions/Agents]
G[增长黑客] --> H[数据追踪: GTM/GA4/SQL]
G --> I[漏斗转化: A/B 测试/CRO]
| 增长板块 | 核心战术与方法论 | 落地支撑技术栈 |
|---|---|---|
| 技术SEO / GEO | 程序化 SEO (pSEO), JSON-LD 实体图谱, 语义化 SEO, AI检索引用优化 | 边缘渲染 SSG 框架, Python (BeautifulSoup/Scrapy), Google Search Console, Technical SEO Tools |
| ASO (移动端优化) | 关键词映射, 应用元数据工程, 本地化策略, 转化率优化 (CRO) | AppTweak, MobileAction, Google Play Console, App Store Connect |
| 自动化与 AI 增长 | 自动化内容生产线, 关键词聚类 AI Agent, 自动化报表工作流 | n8n, Make.com, GitHub Actions, OpenAI API, LangChain |
| 增长工程开发 | 全栈 Landing Page 页面开发, 自定义营销组件, 网页爬虫脚本, 无服务器 API | Node.js, Python, TypeScript, Tailwind CSS, PostgreSQL, Vercel |
| 数据与转化 | 高阶追踪埋点, 转化漏斗可视化, 多触点归因分析, A/B 测试 | Google Tag Manager (GTM), Google Analytics 4 (GA4), Mixpanel, Hotjar, SQL |
| 分类 | 核心技术与营销工具徽章 |
|---|---|
| 增长与 MarTech | |
| 编程语言 | |
| 自动化与 AI |
$ curl -s https://api.mingmingcodes.com/contact | json
{
"website": "mingmingcodes.com",
"email": "mingmingcodes@gmail.com",
"twitter": "@mingmingcodes",
"timezone": "UTC+8 (提供全球远程工作支持)"
}