geo-doctor

GEO 医生：中英双语 GEO（生成式引擎优化）全流程助手。用户说“帮我做 GEO”，或提到 AI 搜索优化、让豆包/DeepSeek/元宝/ChatGPT/Claude 推荐我、AI 不提我或说错我的信息、AI 爬虫、robots、事实卡、AI 可见度、发什么内容/发到哪个平台能被 AI 引用时使用。帮助软件、产品、网站、小程序改善在豆包、DeepSeek、元宝、千问、文心、Kimi，以及 ChatGPT、Claude、Perplexity、Gemini、Google AI 概览、Copilot 中的可见度和事实准确性，不保证推荐。流程：问诊 → 体检 → 事实卡 → 问题集 → 采样（可用 API 自动问）→ 诊断 → 批量写内容 → 发布（官网自动发，第三方平台打包由人发）→ 复查。GEO doctor (generative engine optimization): use when the user says "help me with GEO", asks how to get recommended or cited by ChatGPT, Claude, Perple

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KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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