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This article explores optimization strategies for autonomous driving edge computing architectures, focusing on latency reduction, reliability enhancement, and scalability improvements. It discusses key technical approaches including distributed processing, real-time data handling, and system integration challenges. (本文探讨了自动驾驶边缘计算架构的优化策略，重点在于降低延迟、提升可靠性和增强可扩展性。文章讨论了分布式处理、实时数据处理和系统集成挑战等关键技术方法。)

Automa is a free, open-source Chrome extension that enables browser automation through a no-code, drag-and-drop interface. It allows users to create workflows for tasks like form filling, repetitive actions, screenshots, and web scraping, with scheduling capabilities. (Automa 是一款免费开源的 Chrome 扩展，通过无代码拖拽界面实现浏览器自动化。用户可以创建工作流，用于自动填表、执行重复任务、截图和网页数据抓取，并支持定时执行。)

English Summary: GEO (Generative Engine Optimization) is an AI-driven optimization framework that addresses visibility challenges in generative AI search environments by leveraging multi-modal content, semantic understanding, and automated strategy generation, reducing reliance on traditional link-based SEO and achieving 30-40% visibility improvements across industries. (中文摘要翻译: GEO（生成式引擎优化）是一种由智能体驱动的优化框架，通过利用多模态内容、语义理解和自动化策略生成，解决生成式AI搜索环境中的可见性挑战，减少对传统基于链接的SEO的依赖，并在各行业实现30-40%的可见性提升。)

Generative Engine Optimization (GEO) is a new paradigm in digital marketing that shifts focus from traditional SEO's 'being clicked' to 'being adopted' by AI models. It leverages semantic understanding and RAG architecture to optimize content for AI search platforms, with the global market reaching $11.2 billion in 2025 and China's market growing over 200% year-on-year. (生成式引擎优化（GEO）是数字营销的新范式，将重点从传统SEO的“被点击”转向AI模型的“被采纳”。它利用语义理解和RAG架构优化AI搜索平台的内容，2025年全球市场规模达112亿美元，中国市场同比增长超200%。)

/llms.txt is a new standard that provides a structured Markdown guide for Large Language Models (LLMs) to efficiently understand website content. It addresses LLMs' challenges with complex HTML by offering a concise, organized overview of key content, similar to a sitemap for AI. /llms.txt 是一种新兴标准，通过结构化的Markdown文件为大型语言模型（LLM）提供网站核心内容的精简指南，旨在解决LLM解析复杂HTML的难题，提升AI理解网站的效率。

English Summary: This report provides a comprehensive analysis of China's Generative Engine Optimization (GEO) market in 2025, highlighting its rapid growth to 48 billion RMB (66.5 billion USD), driven by enterprise competition for AI search traffic and high-value applications in cross-border e-commerce and vertical industries. GEO represents a paradigm shift from traditional SEO, focusing on establishing 'AI source sovereignty' as AI-powered search becomes mainstream. The market features distinct regional clusters, tiered competition, evolving regulatory frameworks, and trends toward multimodal, verticalized, and automated solutions, with significant challenges in algorithm adaptation and compliance costs. 中文摘要翻译：本报告全面分析了2025年中国生成式引擎优化（GEO）市场，指出其规模已达480亿元人民币（约66.5亿美元），同比增长67.8%，主要由企业对AI搜索流量的战略性争夺以及跨境电商、垂直行业等高价值场景需求驱动。GEO标志着从传统SEO到争夺“AI信源主权”的范式革命，应对搜索行为向AI对话式搜索的根本转变。市场呈现杭州等特色产业集群、梯队化竞争格局、日益完善的合规环境，以及多模态融合、垂直专业化、实时自动化等技术趋势，同时面临算法快速迭代、合规成本高企等挑战。

Google search manipulation involves unethical SEO practices that deceive algorithms rather than serve users, risking severe penalties including de-indexing. The ethical boundary lies in creating genuine value versus exploiting vulnerabilities. (谷歌搜索操纵涉及欺骗算法而非服务用户的非道德SEO实践，可能导致包括除名在内的严厉处罚。伦理边界在于创造真实价值与利用漏洞之间的区别。)

GEO represents a $9B market shift from traffic to semantic competition, requiring brands to optimize for AI search understanding through authoritative, structured content that addresses core challenges of invisibility and trust in AI-generated responses. (GEO代表了从流量竞争向语义竞争的90亿美元市场转变，要求品牌通过权威、结构化的内容优化AI搜索理解，解决在AI生成响应中的隐形化和信任等核心挑战。)

SEO (Search Engine Optimization) is the practice of optimizing websites to increase organic traffic from search engines. According to industry reports, organic search drives the majority of online traffic and offers ~20X more traffic opportunity than paid advertising. This guide covers SEO fundamentals, search engine mechanics, and best practices for technical professionals. (SEO（搜索引擎优化）是通过优化网站来增加搜索引擎自然流量的实践。根据行业报告，自然搜索驱动了大部分在线流量，其流量机会比付费广告高出约20倍。本指南涵盖SEO基础知识、搜索引擎机制以及面向技术专业人员的最佳实践。)