行动计划告诉你下一步要做什么——按影响力排序、可直接复制粘贴的修改。品类可见性是真正的 GEO 测试:当用户向 AI 提一个不带品牌、本应让 YaoApp/yao 浮出水面的问题时,AI 是真的推荐了你,还是推荐了你的竞品?客观检查验证 AI 引擎最先权衡的那些元数据信号。自指检查判断 AI 是否还认识你的名字。
行动计划 — 可复制粘贴的修复
3 条由 gemini-2.5-flash 生成、按优先级排序的修改。修完后请把对应条目标记为完成。
- highreadme#1Reposition README H1 and opening paragraph to clarify AI-native framework identity
原因:
当前# Yao — App Runtime for the AI Era Yao is an open-source runtime for building AI agents and web applications — shipped as a single binary.
复制粘贴的修复# Yao: The Open-Source Runtime & Framework for AI Agents and Web Apps Yao is a powerful, single-binary runtime and framework designed for developers to rapidly build, orchestrate, and deploy AI agents and web applications. Unlike generic micro-service engines, Yao focuses on providing a dedicated environment for AI-native development, integrating LLM, CLI, and custom logic execution.
- mediumlicense#2Clarify the existing license in the README
原因:
复制粘贴的修复## License Yao is released under a custom license. Please refer to the [LICENSE file](LICENSE) for full details.
- lowtopics#3Refine repository topics for greater precision in AI agent development
原因:
当前agent, agentic-ai, agents, ai, ai-applications, ai-dev, ai-developer-tools, ai-generated-code, ai-native, ai-native-development, aigc, api, autonomous, autonomous-agents, autonomous-robots, autonomous-systems, chatbot, cli, developer-tools, golang
复制粘贴的修复agent, agentic-ai, agents, ai, ai-applications, ai-dev, ai-developer-tools, ai-native, ai-native-development, autonomous-agents, chatbot, ai-orchestration, ai-framework, llm-agents, agent-framework
本次扫描解析到的品类 GEO 通道:google/gemini-2.5-flash, deepseek/deepseek-v4-flash
品类可见性 — 真正的 GEO 测试
向 google/gemini-2.5-flash 提出的不带品牌问题。AI 推荐了你,还是推荐了别人?
各模型使用同一组问题 — 切换标签对比回答与排名。
- Vercel · 被推荐 1 次
- Netlify · 被推荐 1 次
- Cloudflare Workers · 被推荐 1 次
- Google Cloud Run · 被推荐 1 次
- AWS Amplify · 被推荐 1 次
- 品类问题What's a simple runtime for building and deploying AI agents and web applications quickly?你:未被推荐AI 推荐顺序:
- Vercel
- Netlify
- Cloudflare Workers
- Google Cloud Run
- AWS Amplify
- Railway
AI 推荐了 6 个替代方案,却始终没点名 YaoApp/yao。这就是要补上的差距。
查看 AI 完整回答
- 品类问题Looking for a framework to orchestrate AI models with custom logic and secure execution environments.你:未被推荐AI 推荐顺序:
- Kubeflow (kubeflow/kubeflow)
- MLflow (mlflow/mlflow)
- Apache Airflow (apache/airflow)
- AWS Step Functions
- Azure Machine Learning
- Google Cloud Vertex AI Pipelines
- Metaflow (Netflix/metaflow)
AI 推荐了 7 个替代方案,却始终没点名 YaoApp/yao。这就是要补上的差距。
查看 AI 完整回答
客观检查
针对 AI 引擎最看重的元数据信号的规则审计。
- Metadata completenesspass
- README presencepass
自指检查
当被直接问到你时,AI 是否还知道你的仓库存在?
- Compared to common alternatives in this category, what is the core differentiator of YaoApp/yao?passAI 明确点名了 YaoApp/yao
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- If a team adopts YaoApp/yao in production, what risks or prerequisites should they evaluate first?passAI 明确点名了 YaoApp/yao
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
- In one sentence, what problem does the repo YaoApp/yao solve, and who is the primary audience?passAI 明确点名了 YaoApp/yao
AI 的回答可能信誓旦旦却是错的。请按事实核对:技术栈、目标人群、差异化点是不是和你实际的对得上?
嵌入你的 GEO 徽章
把这个徽章贴进 YaoApp/yao 的 README。每次重新扫描都会自动更新,并跳到最新报告——是「我在乎 AI 可发现性」最简单的公开证明。
[](https://repogeo.com/zh/r/YaoApp/yao)<a href="https://repogeo.com/zh/r/YaoApp/yao"><img src="https://repogeo.com/badge/YaoApp/yao.svg" alt="RepoGEO" /></a>订阅 Pro,解锁深度诊断
YaoApp/yao — 轻量扫描仍免费;本卡列出 Pro 相对轻量的深度额度。
- 深度报告每月 10 次
- 无品牌品类查询5,轻量 2
- 优先行动项8,轻量 3