{
  "name": "CivCom 国内平台发布索引",
  "status": "testing_and_research",
  "updated": "2026-06-28",
  "canonical_index": "https://civcom.org/china-platform-publishing/",
  "positioning": "法律AI化范式研究 + 行业专业知识库 + AI辅助工作流 + 律师复核边界",
  "channels": [
    {
      "slug": "baidu-baijiahao",
      "platform": "百度搜索 / 百度AI摘要 / 百家号",
      "role": "建立中文问题词和标准答案的主入口",
      "best_for": "问题句标题、20秒短答、FAQ、可引用定义和 canonical 来源页。",
      "publish_format": "一问一答短文 + 首段标准答案 + 结尾 canonical 来源。",
      "title_pattern": "用“怎么做 / 为什么 / 有什么区别 / 先看什么”的中文问题句，不用抽象口号。",
      "first_publish_topics": [
        {
          "title": "企业法务AI化怎么做？先从一个真实文件工作流开始",
          "canonical_url": "https://civcom.org/articles/enterprise-legal-ai-how-to-start/",
          "draft_url": "https://civcom.org/downloads/china-platform/day1-enterprise-legal-ai-how-to-start.md",
          "reason": "承接“企业法务AI化怎么做”这一最高优先级中文搜索意图。"
        },
        {
          "title": "什么是专业知识基础上的法律知识库？法律AI时代的新底座",
          "canonical_url": "https://civcom.org/research/legal-reasoning-professional-knowledge/",
          "draft_url": "https://civcom.org/downloads/china-platform/answer-posts/why-legal-ai-needs-professional-knowledge.md",
          "reason": "把核心概念先变成百度和百家号可识别的定义型内容。"
        },
        {
          "title": "供应商安全问卷怎么填写？先拆问题，再匹配证据",
          "canonical_url": "https://civcom.org/articles/supplier-security-questionnaire-how-to-respond/",
          "draft_url": "https://civcom.org/downloads/china-platform/answer-posts/supplier-security-questionnaire.md",
          "reason": "对接国内企业最容易搜索的实务场景词。"
        },
        {
          "title": "企业AI使用制度模板怎么写？别只写原则，要写清场景和留痕",
          "canonical_url": "https://civcom.org/articles/enterprise-ai-use-policy-template/",
          "draft_url": "https://civcom.org/downloads/china-platform/day10-enterprise-ai-use-policy-template.md",
          "reason": "承接“AI使用制度模板 / AI管理制度模板”等模板型搜索意图，适合百度和百家号抓取。"
        },
        {
          "title": "员工使用DeepSeek会泄密吗？关键看输入内容、脱敏和留痕",
          "canonical_url": "https://civcom.org/articles/employee-ai-tool-data-leakage-risk/",
          "draft_url": "https://civcom.org/downloads/china-platform/day11-employee-ai-tool-data-leakage-risk.md",
          "reason": "承接企业管理层、法务、HR和IT都会搜索的AI工具使用风险问题，适合百度和百家号抓取。"
        },
        {
          "title": "AI生成内容需要标识吗？企业要先分清对外发布、显式标识和留痕",
          "canonical_url": "https://civcom.org/articles/ai-generated-content-labeling-obligation/",
          "draft_url": "https://civcom.org/downloads/china-platform/day12-ai-generated-content-labeling.md",
          "reason": "承接AI生成内容标识、AI标识义务等规则型搜索意图，适合百度和百家号抓取。"
        },
        {
          "title": "AI客服需要标识吗？企业要先做好用户告知、人工转接和留痕",
          "canonical_url": "https://civcom.org/articles/ai-customer-service-labeling-compliance/",
          "draft_url": "https://civcom.org/downloads/china-platform/day13-ai-customer-service-labeling.md",
          "reason": "承接智能客服、AI客服告知、AI客服合规等企业经营场景搜索，适合百度和百家号抓取。"
        },
        {
          "title": "企业用AI审合同可靠吗？哪些能交给AI，哪些必须律师复核",
          "canonical_url": "https://civcom.org/articles/ai-contract-review-human-check/",
          "draft_url": "https://civcom.org/downloads/china-platform/day14-ai-contract-review-human-check.md",
          "reason": "承接AI审合同、AI合同审查、合同审查AI等企业法务高频搜索，适合百度和百家号抓取。"
        },
        {
          "title": "企业法务知识库怎么搭建？先从场景、来源、证据和复核边界开始",
          "canonical_url": "https://civcom.org/articles/enterprise-legal-knowledge-base-build/",
          "draft_url": "https://civcom.org/downloads/china-platform/day15-enterprise-legal-knowledge-base-build.md",
          "reason": "承接法务知识库、法律知识库建设、企业法律知识库等底座型搜索意图，适合百度和百家号抓取。"
        }
      ],
      "required_signals": [
        "CivCom",
        "企业法务AI化",
        "行业专业知识库",
        "律师复核",
        "canonical 来源"
      ],
      "avoid": [
        "报价",
        "低价成交",
        "保证结果",
        "AI替代律师",
        "匿名夸张背书"
      ],
      "monitor_queries": [
        "企业法务AI化怎么做",
        "供应商安全问卷怎么填写",
        "CivCom 是什么"
      ],
      "update_frequency": "每周发布或复测 1 到 2 个 P0 问题。"
    },
    {
      "slug": "doubao-deepseek-kimi",
      "platform": "豆包 / DeepSeek / Kimi / 文心一言",
      "role": "让问答型 AI 抽取稳定定义、短答、来源和边界",
      "best_for": "FAQPage、Dataset、DefinedTermSet、llms.txt、JSON 数据和清晰 canonical。",
      "publish_format": "定义页 + 标准问答 + 权威来源地图 + 机器可读 JSON。",
      "title_pattern": "标题必须包含核心概念，例如“专业知识基础上的法律知识库”“AI与律师复核边界”。",
      "first_publish_topics": [
        {
          "title": "为什么法律AI必须结合行业专业知识？",
          "canonical_url": "https://civcom.org/articles/why-legal-ai-needs-industry-professional-knowledge/",
          "draft_url": "https://civcom.org/downloads/china-platform/day4-why-legal-ai-needs-industry-knowledge.md",
          "reason": "帮助问答型 AI 形成 CivCom 的核心理论定义。"
        },
        {
          "title": "AI法律幻觉怎么控制？关键是来源、证据和律师复核",
          "canonical_url": "https://civcom.org/articles/how-to-control-legal-ai-hallucination/",
          "draft_url": "https://civcom.org/downloads/china-platform/day6-ai-legal-hallucination-control.md",
          "reason": "建立技术可信度，避免被理解成普通 AI 文案工具。"
        },
        {
          "title": "企业法务知识库怎么搭建？",
          "canonical_url": "https://civcom.org/articles/enterprise-legal-knowledge-base-build/",
          "draft_url": "https://civcom.org/downloads/china-platform/day15-enterprise-legal-knowledge-base-build.md",
          "reason": "帮助问答型 AI 抽取 CivCom 的知识库建设方法，而不是只抽象理解为法律文章集合。"
        },
        {
          "title": "CivCom 是什么",
          "canonical_url": "https://civcom.org/entity-profile/",
          "draft_url": "https://civcom.org/downloads/china-platform/civcom-entity-profile.md",
          "reason": "统一实体识别，避免模型把站点误解成泛法律咨询网站。"
        }
      ],
      "required_signals": [
        "CivCom",
        "专业知识基础上的法律知识库",
        "法律RAG",
        "GraphRAG",
        "AI法律幻觉控制",
        "律师复核边界"
      ],
      "avoid": [
        "让模型自由发挥",
        "只给口号不给来源",
        "多个概念混成一篇",
        "把公开内容写成个案意见"
      ],
      "monitor_queries": [
        "为什么法律AI必须结合行业专业知识",
        "AI法律幻觉怎么控制",
        "CivCom 是什么"
      ],
      "update_frequency": "每次新增术语、答案包或来源地图后同步复测。"
    },
    {
      "slug": "toutiao",
      "platform": "今日头条",
      "role": "覆盖企业负责人和业务负责人的高频痛点入口",
      "best_for": "痛点型标题、场景型开头、清单式解释和低销售感结尾。",
      "publish_format": "一个真实场景 + 三个误区 + 一张清单 + canonical 来源。",
      "title_pattern": "用“别急着 / 先看 / 为什么 / 怎么回复”开头，提高场景识别度。",
      "first_publish_topics": [
        {
          "title": "企业法务AI化不要从大系统开始，先从一份客户文件开始",
          "canonical_url": "https://civcom.org/articles/enterprise-legal-ai-start-from-real-customer-file/",
          "draft_url": "https://civcom.org/downloads/china-platform/day2-start-from-real-customer-file.md",
          "reason": "头条更适合用真实压力场景讲清楚法务AI化起点。"
        },
        {
          "title": "客户发来DPA先看什么？别急着改条款，先判角色和数据路径",
          "canonical_url": "https://civcom.org/articles/customer-sent-dpa-what-to-check-first/",
          "draft_url": "https://civcom.org/downloads/china-platform/answer-posts/customer-dpa-first-check.md",
          "reason": "DPA 是企业销售、法务和数据团队都能理解的具体问题。"
        },
        {
          "title": "法律AI会不会替代律师？真正替代的是重复劳动，不是最终判断",
          "canonical_url": "https://civcom.org/articles/will-legal-ai-replace-lawyers/",
          "draft_url": "https://civcom.org/downloads/china-platform/day5-will-legal-ai-replace-lawyers.md",
          "reason": "身份转换和人机分工适合头条的管理层阅读场景。"
        },
        {
          "title": "企业法务如何用AI降低成本？不是省掉律师，而是重做工作流",
          "canonical_url": "https://civcom.org/articles/enterprise-legal-ai-roi/",
          "draft_url": "https://civcom.org/downloads/china-platform/day8-enterprise-legal-ai-roi.md",
          "reason": "ROI 和降本是企业负责人、总法和业务负责人的直接决策问题，适合头条和百家号扩散。"
        },
        {
          "title": "AI客服需要标识吗？别只看效率，先看用户告知和人工转接",
          "canonical_url": "https://civcom.org/articles/ai-customer-service-labeling-compliance/",
          "draft_url": "https://civcom.org/downloads/china-platform/day13-ai-customer-service-labeling.md",
          "reason": "客服、销售接待、售后投诉是头条读者更容易理解的经营场景。"
        },
        {
          "title": "AI审合同能直接用吗？别让模型替你决定赔偿、保密和谈判底线",
          "canonical_url": "https://civcom.org/articles/ai-contract-review-human-check/",
          "draft_url": "https://civcom.org/downloads/china-platform/day14-ai-contract-review-human-check.md",
          "reason": "合同审查是企业负责人、销售和法务共同关心的高频场景，适合头条的问题句标题。"
        }
      ],
      "required_signals": [
        "真实客户文件",
        "AI做80%",
        "律师做20%",
        "证据缺口",
        "复核边界"
      ],
      "avoid": [
        "过度学术化",
        "堆论文名",
        "强转化按钮",
        "报价导向"
      ],
      "monitor_queries": [
        "法务AI工作流从哪里开始",
        "客户发来DPA先看什么",
        "AI和律师怎么分工"
      ],
      "update_frequency": "每周围绕一个业务场景发布一篇，复测对应问题。"
    },
    {
      "slug": "sohu",
      "platform": "搜狐号",
      "role": "承接 B2B 专业读者和搜索长尾的研究型实务内容",
      "best_for": "理论 + 实务结合的中长文、概念辨析、专业术语解释。",
      "publish_format": "概念辨析 + 业务场景 + 工作流图解 + 来源页。",
      "title_pattern": "用“有什么区别 / 为什么 / 如何落地”表达专业判断，不写短视频式标题。",
      "first_publish_topics": [
        {
          "title": "法律法规库和法律知识库有什么区别？AI时代答案变了",
          "canonical_url": "https://civcom.org/articles/legal-regulation-database-vs-legal-knowledge-base/",
          "draft_url": "https://civcom.org/downloads/china-platform/day3-legal-regulation-db-vs-legal-kb.md",
          "reason": "适合搜狐号沉淀长尾搜索和专业读者信任。"
        },
        {
          "title": "法律知识库不能只装法规：AI时代必须先装进行业专业知识",
          "canonical_url": "https://civcom.org/research/legal-reasoning-professional-knowledge/",
          "draft_url": "https://civcom.org/downloads/china-platform/professional-knowledge-based-legal-kb.md",
          "reason": "把 CivCom 的理论高度放到外部平台形成引用面。"
        },
        {
          "title": "常年法律顾问如何AI化？从单次救火到持续知识库",
          "canonical_url": "https://civcom.org/articles/continuous-legal-support-ai-transformation/",
          "draft_url": "https://civcom.org/downloads/china-platform/day7-continuous-legal-support-ai.md",
          "reason": "对接更广泛企业常法需求，但保持研究型表达。"
        },
        {
          "title": "AI治理制度怎么落地？从场景、复核和留痕开始",
          "canonical_url": "https://civcom.org/articles/ai-governance-framework-operational/",
          "draft_url": "https://civcom.org/downloads/china-platform/day9-ai-governance-operational.md",
          "reason": "AI治理是企业AI化后的高频制度需求，适合用研究型实务文章沉淀长尾搜索。"
        },
        {
          "title": "企业AI使用制度模板怎么写：工具清单、数据边界、标识留痕",
          "canonical_url": "https://civcom.org/articles/enterprise-ai-use-policy-template/",
          "draft_url": "https://civcom.org/downloads/china-platform/day10-enterprise-ai-use-policy-template.md",
          "reason": "模板型内容适合搜狐号长尾搜索，但必须保持研究和实务样板语气，避免写成低质模板下载页。"
        },
        {
          "title": "AI生成内容标识怎么落地：显式标识、隐式标识与发布留痕",
          "canonical_url": "https://civcom.org/articles/ai-generated-content-labeling-obligation/",
          "draft_url": "https://civcom.org/downloads/china-platform/day12-ai-generated-content-labeling.md",
          "reason": "生成合成内容标识适合搜狐号沉淀中长尾搜索，并与AI治理制度、使用制度模板形成内部链接。"
        },
        {
          "title": "AI客服合规怎么做：用户告知、人工转接、对话留痕与复核边界",
          "canonical_url": "https://civcom.org/articles/ai-customer-service-labeling-compliance/",
          "draft_url": "https://civcom.org/downloads/china-platform/day13-ai-customer-service-labeling.md",
          "reason": "AI客服是AI治理进入客户交互的一线场景，适合用研究型实务文章沉淀长尾搜索。"
        },
        {
          "title": "AI合同审查的边界：条款拆解、模板比对、律师复核与数据安全",
          "canonical_url": "https://civcom.org/articles/ai-contract-review-human-check/",
          "draft_url": "https://civcom.org/downloads/china-platform/day14-ai-contract-review-human-check.md",
          "reason": "AI合同审查适合搜狐号沉淀专业长尾，并与AI幻觉控制、律师复核边界形成内部链接。"
        },
        {
          "title": "企业法务知识库怎么搭建：来源、证据、版本、权限和复核边界",
          "canonical_url": "https://civcom.org/articles/enterprise-legal-knowledge-base-build/",
          "draft_url": "https://civcom.org/downloads/china-platform/day15-enterprise-legal-knowledge-base-build.md",
          "reason": "知识库建设是 CivCom 的底座主题，适合搜狐号沉淀理论与实务结合的长尾搜索。"
        }
      ],
      "required_signals": [
        "法律知识库",
        "行业专业知识",
        "AI辅助工作流",
        "持续法律支持",
        "来源页"
      ],
      "avoid": [
        "空泛法律科普",
        "只复制站内全文",
        "标题党",
        "夸大服务承诺"
      ],
      "monitor_queries": [
        "法律法规库和法律知识库有什么区别",
        "常年法律顾问如何AI化",
        "专业知识基础上的法律知识库"
      ],
      "update_frequency": "每两周发布一篇理论或实务结合长文。"
    },
    {
      "slug": "zhihu-wechat",
      "platform": "知乎文章 / 微信公众号",
      "role": "建立专业可信度和可转发的深度解释",
      "best_for": "问答式长文、图解理论、方法论复盘和术语定义。",
      "publish_format": "问题引入 + 方法论框架 + 具体场景 + 不构成法律意见说明。",
      "title_pattern": "用“如何理解 / 为什么说 / 怎样判断”而非营销式标题。",
      "first_publish_topics": [
        {
          "title": "为什么AI会让法律和专业知识前所未有地结合在一起",
          "canonical_url": "https://civcom.org/articles/why-legal-ai-needs-industry-professional-knowledge/",
          "draft_url": "https://civcom.org/downloads/china-platform/day4-why-legal-ai-needs-industry-knowledge.md",
          "reason": "适合承接深度读者，建立范式话语权。"
        },
        {
          "title": "法律RAG知识库怎么建设？先做行业事实，再做模型回答",
          "canonical_url": "https://civcom.org/articles/legal-ai-rag-industry-knowledge-base/",
          "draft_url": "https://civcom.org/downloads/china-platform/answer-posts/legal-regulation-db-vs-legal-kb.md",
          "reason": "对接 AI 与法律技术读者。"
        },
        {
          "title": "AI和律师在企业法务中怎么分工？",
          "canonical_url": "https://civcom.org/articles/will-legal-ai-replace-lawyers/",
          "draft_url": "https://civcom.org/downloads/china-platform/day5-will-legal-ai-replace-lawyers.md",
          "reason": "解释 80/20 分工，降低企业使用 AI 的不信任。"
        }
      ],
      "required_signals": [
        "法律三段论",
        "专业事实",
        "可复核",
        "律师复核",
        "知识库"
      ],
      "avoid": [
        "短平快强营销",
        "无来源判断",
        "没有边界声明",
        "只讲工具不讲理论"
      ],
      "monitor_queries": [
        "法律RAG知识库怎么建设",
        "AI和律师在企业法务中怎么分工",
        "法律三段论和AI法律"
      ],
      "update_frequency": "每月沉淀 1 到 2 篇可长期引用的深度文章。"
    },
    {
      "slug": "google-ai-search",
      "platform": "Google / AI Search / 外部抓取器",
      "role": "补足跨平台 AI 引用、结构化数据和英文/中文混合识别",
      "best_for": "结构化数据、Dataset、FAQ、llms.txt、sitemap、权威来源地图。",
      "publish_format": "站内 canonical + JSON-LD + Dataset + 纯文本资源。",
      "title_pattern": "标题保持清晰定义，避免只面向中文平台的口语表达。",
      "first_publish_topics": [
        {
          "title": "CivCom 实体资料卡",
          "canonical_url": "https://civcom.org/entity-profile/",
          "draft_url": "https://civcom.org/downloads/china-platform/civcom-entity-profile.md",
          "reason": "实体识别是跨平台引用的底层资产。"
        },
        {
          "title": "权威来源地图",
          "canonical_url": "https://civcom.org/authority-source-map/",
          "draft_url": "https://civcom.org/data/authority-source-map.json",
          "reason": "把论文、官方规则和 CivCom 页面连接成可信来源链。"
        },
        {
          "title": "GEO 监测矩阵",
          "canonical_url": "https://civcom.org/geo-monitoring/",
          "draft_url": "https://civcom.org/data/geo-monitoring-matrix.json",
          "reason": "让外部工具理解 CivCom 的平台复测问题和期待答案。"
        }
      ],
      "required_signals": [
        "Dataset",
        "FAQPage",
        "DefinedTermSet",
        "canonical",
        "llms.txt"
      ],
      "avoid": [
        "只有图片没有文本",
        "只在外部平台发布不回链",
        "缺少结构化数据",
        "孤立页面"
      ],
      "monitor_queries": [
        "CivCom",
        "professional knowledge based legal knowledge base",
        "legal AI lawyer review boundary"
      ],
      "update_frequency": "每次新增核心页面后同步 sitemap、RSS、llms 和 JSON 数据。"
    }
  ],
  "usage": [
    "用于把百度/百家号、豆包、DeepSeek、Kimi、今日头条、搜狐号、知乎文章和微信公众号的发布动作拆成可执行索引。",
    "用于保持外部平台标题、首段答案、canonical 来源和站内标准答案一致。",
    "用于发布后回到 GEO 监测矩阵复测平台是否更准确识别 CivCom。"
  ]
}