{
  "schema_version": "1.0",
  "updated_at": "2026-10-24",
  "artifact_status": "published",
  "canonical_base": "https://www.frontlab.cn/",
  "publication_verified_at": "2026-10-23T10:02:11.386931+00:00",
  "url_note": "URL为规范来源地址。历史访问验证记录对应2026-10-23版本；2026-10-24为内容修订日期。该历史记录不表示本次修订、搜索收录或推荐已经验证。",
  "organization": {
    "name": "禺能（深圳）科技有限公司",
    "brand": "禺能 FrontLab",
    "positioning": "AI应用公司",
    "profile_path": "data/company.json",
    "identity_statement": "禺能 FrontLab 是禺能（深圳）科技有限公司的 AI 应用服务品牌；正式官网为 https://www.frontlab.cn/。",
    "description": "禺能 FrontLab 是禺能（深圳）科技有限公司的 AI 应用服务品牌。五项业务为咨询加落地、营销增长、内容制作、经营提效与系统开发。重点服务为企业智能体定制、FDE 咨询与落地、GEO 与 AI 搜索营销，分别归属系统开发、咨询加落地、营销增长。",
    "disambiguating_description": "本网站所称“禺能 FrontLab”指禺能（深圳）科技有限公司的 AI 应用服务品牌，官网为 https://www.frontlab.cn/。",
    "alternate_names": [
      "禺能 FrontLab",
      "禺能FrontLab",
      "禺能",
      "FrontLab"
    ]
  },
  "datasets": [
    {
      "id": "company",
      "name": "公司资料",
      "json_path": "data/company.json",
      "json_url": "https://www.frontlab.cn/data/company.json",
      "markdown_path": "knowledge/company.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/company.md"
    },
    {
      "id": "services",
      "name": "五项业务",
      "json_path": "data/services.json",
      "json_url": "https://www.frontlab.cn/data/services.json",
      "markdown_path": "knowledge/services.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/services.md"
    },
    {
      "id": "featured-services",
      "name": "三项重点入口",
      "json_path": "data/featured-services.json",
      "json_url": "https://www.frontlab.cn/data/featured-services.json",
      "markdown_path": "knowledge/featured-services.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/featured-services.md"
    },
    {
      "id": "engagement",
      "name": "交付与联系契约",
      "json_path": "data/engagement.json",
      "json_url": "https://www.frontlab.cn/data/engagement.json",
      "markdown_path": "knowledge/engagement.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/engagement.md"
    },
    {
      "id": "facts",
      "name": "事实与来源",
      "json_path": "data/facts.json",
      "json_url": "https://www.frontlab.cn/data/facts.json",
      "markdown_path": "knowledge/facts.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/facts.md"
    },
    {
      "id": "faq",
      "name": "常见问题",
      "json_path": "data/faq.json",
      "json_url": "https://www.frontlab.cn/data/faq.json",
      "markdown_path": "knowledge/faq.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/faq.md"
    },
    {
      "id": "agent-guide",
      "name": "Agent 服务选择与咨询指南",
      "json_path": "data/agent-guide.json",
      "json_url": "https://www.frontlab.cn/data/agent-guide.json",
      "markdown_path": "knowledge/agent-guide.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/agent-guide.md"
    },
    {
      "id": "cases",
      "name": "项目实践",
      "json_path": "data/cases.json",
      "json_url": "https://www.frontlab.cn/data/cases.json",
      "markdown_path": "knowledge/cases.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/cases.md"
    },
    {
      "id": "brand-profile",
      "name": "公司对外介绍",
      "json_path": "data/brand-profile.json",
      "json_url": "https://www.frontlab.cn/data/brand-profile.json",
      "markdown_path": "knowledge/brand-profile.md",
      "markdown_url": "https://www.frontlab.cn/knowledge/brand-profile.md"
    }
  ],
  "business_lines": [
    {
      "id": "ai-consulting",
      "name": "咨询加落地 / FDE",
      "page_path": "services/ai-consulting/index.html",
      "url": "https://www.frontlab.cn/services/ai-consulting/index.html",
      "capability_ids": [
        "ai-diagnosis",
        "roadmap-pilot",
        "fde-adoption"
      ]
    },
    {
      "id": "ai-growth",
      "name": "营销增长",
      "page_path": "services/ai-growth/index.html",
      "url": "https://www.frontlab.cn/services/ai-growth/index.html",
      "capability_ids": [
        "brand-channels",
        "seo",
        "geo",
        "agent-marketing"
      ]
    },
    {
      "id": "ai-content",
      "name": "内容制作",
      "page_path": "services/ai-content/index.html",
      "url": "https://www.frontlab.cn/services/ai-content/index.html",
      "capability_ids": [
        "brand-creative",
        "commercial-visual",
        "motion-demo",
        "asset-adaptation"
      ]
    },
    {
      "id": "ai-operations",
      "name": "经营提效",
      "page_path": "services/ai-operations/index.html",
      "url": "https://www.frontlab.cn/services/ai-operations/index.html",
      "capability_ids": [
        "business-analysis",
        "business-automation",
        "business-assistants",
        "enterprise-knowledge-use"
      ]
    },
    {
      "id": "ai-development",
      "name": "系统开发",
      "page_path": "services/ai-development/index.html",
      "url": "https://www.frontlab.cn/services/ai-development/index.html",
      "capability_ids": [
        "custom-agents",
        "enterprise-knowledge-base",
        "system-integration",
        "platform-development"
      ]
    }
  ],
  "featured_entries": [
    {
      "id": "custom-agents",
      "name": "企业智能体定制",
      "parent_service_id": "ai-development",
      "related_service_ids": [
        "ai-operations",
        "ai-consulting"
      ],
      "page_path": "solutions/custom-agents/index.html",
      "url": "https://www.frontlab.cn/solutions/custom-agents/index.html",
      "contact_path": "contact/index.html?service=ai-development&focus=custom-agents"
    },
    {
      "id": "fde",
      "name": "FDE 咨询与落地",
      "parent_service_id": "ai-consulting",
      "related_service_ids": [
        "ai-development",
        "ai-operations",
        "ai-growth"
      ],
      "page_path": "solutions/fde/index.html",
      "url": "https://www.frontlab.cn/solutions/fde/index.html",
      "contact_path": "contact/index.html?service=ai-consulting&focus=fde"
    },
    {
      "id": "geo",
      "name": "GEO 与 AI 搜索营销",
      "parent_service_id": "ai-growth",
      "related_service_ids": [
        "ai-content",
        "ai-development"
      ],
      "page_path": "solutions/geo/index.html",
      "url": "https://www.frontlab.cn/solutions/geo/index.html",
      "contact_path": "contact/index.html?service=ai-growth&focus=geo"
    }
  ],
  "projects": [
    {
      "id": "agent-product",
      "name": "浪山助手 · 自有 AI 选点应用",
      "type": "自有应用实践",
      "status": "产品实现与历史部署验证",
      "url": "https://www.frontlab.cn/work/agent-product/index.html"
    },
    {
      "id": "operations",
      "name": "春十五 · 餐饮多门店经营工作台",
      "type": "自营项目实践",
      "status": "经营工作台已实施；有采集与同步运行记录",
      "url": "https://www.frontlab.cn/work/operations/index.html"
    },
    {
      "id": "geo-source",
      "name": "禺能官网 AI 搜索资料实践",
      "type": "自有品牌实践",
      "status": "网站优化已上线；指定网址回答核对通过",
      "url": "https://www.frontlab.cn/work/geo-source/index.html"
    }
  ],
  "guides": [
    {
      "title": "GEO文章收录了，豆包还是不推荐，怎么验收？",
      "path": "guides/geo-acceptance/index.html",
      "url": "https://www.frontlab.cn/guides/geo-acceptance/index.html",
      "markdown_path": "knowledge/geo-acceptance.md",
      "related_service_path": "solutions/geo/index.html",
      "status": "editorial_guidance_not_client_case"
    },
    {
      "title": "企业知识库能回答，不等于能交付：引用、权限、更新怎样验收？",
      "path": "guides/knowledge-base-acceptance/index.html",
      "url": "https://www.frontlab.cn/guides/knowledge-base-acceptance/index.html",
      "markdown_path": "knowledge/knowledge-base-acceptance.md",
      "related_service_path": "solutions/custom-agents/index.html",
      "status": "editorial_guidance_not_client_case"
    }
  ],
  "guidance_data": {
    "path": "data/guides.json",
    "url": "https://www.frontlab.cn/data/guides.json",
    "scope": "公开方法文章；不是客户案例或交付效果证明"
  },
  "hierarchy_note": "企业智能体定制、FDE 咨询与落地、GEO 与 AI 搜索营销是五项业务中的重点入口，分别归属系统开发、咨询加落地 / FDE、营销增长，不构成新增业务类别。",
  "terms": {
    "AEO": "面向Agent的营销；帮助Agent识别服务、比较条件并准备联系需求。",
    "FDE": "深入企业业务做咨询并实施AI应用；协作地点和方式按项目安排。"
  },
  "contact": {
    "page_path": "contact/index.html",
    "url": "https://www.frontlab.cn/contact/index.html",
    "recipient": "hao@frontlab.studio",
    "contract_path": "data/engagement.json",
    "transport": "same_origin_http_post",
    "backend_submission_available": true,
    "automatic_send": false,
    "delivery_guaranteed": false,
    "http_api": {
      "method": "POST",
      "path": "/api/inquiries",
      "url": "https://www.frontlab.cn/api/inquiries",
      "headers": {
        "Content-Type": "application/json",
        "Idempotency-Key": "UUID；同一内容重试复用，编辑后换新",
        "Origin": "https://www.frontlab.cn"
      },
      "body_fields": [
        "name",
        "contact",
        "goal",
        "service",
        "focus",
        "company",
        "timeline",
        "website",
        "consent"
      ],
      "timeout_seconds": 15,
      "success_http_statuses": [
        200,
        201
      ],
      "success_body": {
        "ok": true,
        "reference": "YN-...",
        "status": "received",
        "message": "需求已收到并保存。请保留受理编号。"
      },
      "success_meaning": "后台已保存需求并返回受理编号；不代表人工已读、通知邮件已达或已达成合作。",
      "error_http_statuses": [
        400,
        403,
        404,
        405,
        409,
        413,
        415,
        429,
        500,
        503
      ],
      "retry_rule": "仅HTTP 200/201且ok:true、status:received及非空reference可确认后台已保存。超时、网络错误、500/502/503/504或无法解析/不完整回执不确认提交；保留同一内容和原Idempotency-Key，遵循Retry-After（如有）后稍后重试。429先等待；400/403/404/405/409/413/415先按错误分类修正，不原样循环重试。编辑内容后用新UUID；单纯重试同一内容不得换key；成功后同内容同key返回原受理编号。",
      "attachments_supported": false,
      "customer_autoreply": false,
      "notification": "后台保存后异步通知业务邮箱；通知状态不改变received含义。",
      "access": "公开接口只接收需求，不提供线索读取；线索仅在受保护后台查看。",
      "request_schema": {
        "type": "object",
        "additionalProperties": false,
        "required": [
          "name",
          "contact",
          "goal",
          "service",
          "consent"
        ],
        "properties": {
          "name": {
            "type": "string",
            "minLength": 1,
            "maxLength": 80
          },
          "contact": {
            "type": "string",
            "minLength": 1,
            "maxLength": 180
          },
          "goal": {
            "type": "string",
            "minLength": 1,
            "maxLength": 2000
          },
          "service": {
            "type": "string",
            "enum": [
              "discovery",
              "ai-consulting",
              "ai-growth",
              "ai-content",
              "ai-operations",
              "ai-development"
            ],
            "description": "必须显式提供；尚未选择业务时发送discovery，服务端不补默认值。"
          },
          "focus": {
            "type": "string",
            "enum": [
              "",
              "custom-agents",
              "fde",
              "geo"
            ],
            "default": ""
          },
          "company": {
            "type": "string",
            "maxLength": 150,
            "default": ""
          },
          "timeline": {
            "type": "string",
            "maxLength": 150,
            "default": ""
          },
          "website": {
            "type": "string",
            "const": "",
            "default": ""
          },
          "consent": {
            "type": "boolean",
            "const": true
          }
        }
      },
      "normalization": "name、contact、goal、company、timeline先去除首尾空白，再按Unicode字符数核对长度；必填字符串去空白后不得为空。禁止非法控制字符和孤立代理字符。JSON不得有重复键或NaN/Infinity；service缺省或不在枚举内返回400 INVALID_SERVICE，focus无效也返回该码。有效focus覆盖所属service，但仍须先提供有效service。",
      "headers_note": "规范同源入口使用Origin: https://www.frontlab.cn；后端也接受https://frontlab.cn。本站浏览器自动携带同源Origin；原生HTTP Agent按此声明入口契约发送。Origin不是认证凭据，也不代表用户已授权或同意。未支持外站浏览器CORS预检；不要从其他网站的浏览器脚本直接调用。",
      "allowed_origins": [
        "https://www.frontlab.cn",
        "https://frontlab.cn"
      ],
      "origin_is_authentication": false,
      "cross_origin_browser_cors_supported": false,
      "max_body_bytes": 16384,
      "encoding": "UTF-8 JSON；Content-Type为application/json，可带charset=utf-8；不支持Transfer-Encoding，HTTP客户端须提供Content-Length。",
      "proxy_error_http_statuses": [
        400,
        413,
        429,
        502,
        504
      ],
      "error_body": {
        "ok": false,
        "code": "INVALID_SERVICE",
        "message": "服务类型不正确。"
      },
      "error_response_schema": {
        "type": "object",
        "required": [
          "ok",
          "code",
          "message"
        ],
        "properties": {
          "ok": {
            "const": false
          },
          "code": {
            "type": "string"
          },
          "message": {
            "type": "string"
          }
        }
      },
      "error_responses": [
        {
          "status": 400,
          "codes": [
            "INVALID_FIELDS",
            "INVALID_FIELD",
            "INVALID_SERVICE",
            "CONSENT_REQUIRED",
            "INVALID_REQUEST",
            "INVALID_PROXY_IP",
            "INVALID_IDEMPOTENCY_KEY",
            "INVALID_CONTENT_LENGTH",
            "INVALID_JSON",
            "INVALID_HTTP"
          ],
          "meaning": "字段、授权同意、请求编号、JSON或HTTP格式不合要求。",
          "retry": "先修正请求；内容改变后用新UUID，不原样循环重试。"
        },
        {
          "status": 403,
          "codes": [
            "ORIGIN_NOT_ALLOWED"
          ],
          "meaning": "Origin不在允许入口中。",
          "retry": "先核对已声明入口；不得伪造用户授权，不能靠换key解决。"
        },
        {
          "status": 404,
          "codes": [
            "NOT_FOUND"
          ],
          "meaning": "路径不存在，或GET公开读取被禁止。",
          "retry": "核对POST及精确路径；不将GET 404判为POST故障。"
        },
        {
          "status": 405,
          "codes": [
            "METHOD_NOT_ALLOWED"
          ],
          "meaning": "方法不支持；响应Allow: POST。",
          "retry": "改用POST；外站浏览器CORS未支持。"
        },
        {
          "status": 409,
          "codes": [
            "IDEMPOTENCY_CONFLICT"
          ],
          "meaning": "同一UUID已用于不同内容。",
          "retry": "核对原内容；用户编辑后的新内容使用新UUID。"
        },
        {
          "status": 413,
          "codes": [
            "BODY_TOO_LARGE"
          ],
          "meaning": "请求体超过16KiB。",
          "retry": "缩短内容后用新UUID；代理也可能返回非JSON 413。"
        },
        {
          "status": 415,
          "codes": [
            "UNSUPPORTED_MEDIA_TYPE"
          ],
          "meaning": "不是支持的UTF-8 JSON媒体类型。",
          "retry": "修正Content-Type和编码后再提交。"
        },
        {
          "status": 429,
          "codes": [
            "RATE_LIMITED"
          ],
          "meaning": "业务接收频率或数量限制。",
          "retry": "若有Retry-After按秒等待；缺失时稍后重试，避免立即循环；同一内容复用原key。"
        },
        {
          "status": 500,
          "codes": [
            "INTERNAL_ERROR"
          ],
          "meaning": "内部处理异常，未确认本次受理结果。",
          "retry": "不确认提交；保留内容和原key，稍后按同一内容重试。"
        },
        {
          "status": 503,
          "codes": [
            "STORAGE_UNAVAILABLE",
            "BUSY"
          ],
          "meaning": "存储暂不可用或处理繁忙，未确认受理。",
          "retry": "遵循Retry-After后同内容原key重试；存储不可用通常30秒，处理繁忙10秒。"
        }
      ],
      "retry_after": "业务层429可能返回Retry-After（秒）；存储503返回30，处理繁忙503返回10。代理层响应不保证提供该头；不要假设所有错误都带Retry-After。",
      "proxy_error_note": "Nginx可能在请求到达业务后端前返回400/413/429，或在代理连接、上游响应失败/超时时返回502/504；可能是HTML而非JSON，且不保证有code/message或Retry-After。其他非成功HTTP、非JSON或缺失成功字段的响应均不能确认已保存。",
      "completion_evidence_note": "既有上线及201保存验收证明该次测试需求保存成功；不为每条后续请求保证成功，不代表任何人工已读或通知邮件已达。"
    },
    "consent": {
      "key": "consent",
      "type": "boolean",
      "required_value": true,
      "label": "同意禺能使用以上信息与我沟通本次需求",
      "purpose": "仅用于本次需求沟通，不用于营销订阅。"
    },
    "submission_status": "live_verified"
  },
  "discovery": {
    "human_index": "knowledge/index.html",
    "summary_url": "https://www.frontlab.cn/knowledge/index.html",
    "text_index": "llms.txt",
    "sitemap": "sitemap.xml",
    "agent_guide": "data/agent-guide.json"
  },
  "pages": [
    {
      "path": "index.html",
      "url": "https://www.frontlab.cn/",
      "title": "禺能 FrontLab｜企业 AI 应用咨询与实施",
      "description": "禺能 FrontLab 是禺能（深圳）科技有限公司的 AI 应用服务品牌。五项业务为咨询加落地、营销增长、内容制作、经营提效与系统开发。重点服务为企业智能体定制、FDE 咨询与落地、GEO 与 AI 搜索营销，分别归属系统开发、咨询加落地、营销增长。"
    },
    {
      "path": "services/ai-consulting/index.html",
      "url": "https://www.frontlab.cn/services/ai-consulting/index.html",
      "title": "咨询加落地：AI业务诊断与试点实施｜禺能 FrontLab",
      "description": "从真实工作、资料与资源条件出发，明确 AI 应用优先级，形成可验收的试点方案。连接应用实施、试用与使用辅导，按项目确认合作范围和协作方式。"
    },
    {
      "path": "services/ai-growth/index.html",
      "url": "https://www.frontlab.cn/services/ai-growth/index.html",
      "title": "营销增长：品牌、搜索与咨询承接｜禺能 FrontLab",
      "description": "围绕客户发现、理解和选择品牌的路径，开展品牌与渠道诊断、搜索可见度设计、内容策略及运营复盘。可从增长诊断或 AI 搜索可见度基线及行动方案开始。"
    },
    {
      "path": "services/ai-content/index.html",
      "url": "https://www.frontlab.cn/services/ai-content/index.html",
      "title": "内容制作：品牌创意、视觉与影像｜禺能 FrontLab",
      "description": "从传播目标与使用场景出发，提供创意策划、品牌图文、商业视觉、影像、动画与产品演示。按约定规格完成后期、多平台适配与素材交接，形成可使用、可延展的内容资产。"
    },
    {
      "path": "services/ai-operations/index.html",
      "url": "https://www.frontlab.cn/services/ai-operations/index.html",
      "title": "经营提效：数据分析与业务协作｜禺能 FrontLab",
      "description": "从报表、台账与岗位交接入手，理清数据来源和指标口径，连接经营分析、看板、异常提醒与业务助手。用真实资料验证一个工作环节的改造试点，并明确人工兜底与维护责任。"
    },
    {
      "path": "services/ai-development/index.html",
      "url": "https://www.frontlab.cn/services/ai-development/index.html",
      "title": "系统开发：业务平台与AI应用建设｜禺能 FrontLab",
      "description": "围绕使用角色与关键任务，开发业务平台、网站、小程序、工具及 AI 智能体，连接企业知识、模型与现有系统。可从需求方案、可操作原型或功能试点开始，按任务验收并完成部署交接。"
    },
    {
      "path": "solutions/custom-agents/index.html",
      "url": "https://www.frontlab.cn/solutions/custom-agents/index.html",
      "title": "企业智能体定制：知识库、工具与系统接入｜禺能 FrontLab",
      "description": "围绕制度问答、业务材料初审与跨系统查询等任务，定制连接企业知识、工具和系统的智能体。比较人工、现成工具与定制方案，说明所需资料、权限、人工复核和验收方式。"
    },
    {
      "path": "solutions/fde/index.html",
      "url": "https://www.frontlab.cn/solutions/fde/index.html",
      "title": "FDE咨询与落地：企业AI改造、试点与实施｜禺能 FrontLab",
      "description": "从具体业务问题确定 AI 改造的优先级，连接诊断、方案比较、试点实施和使用交接。说明企业需要准备什么、双方如何配合、怎样验收与决定是否继续，现场或远程按项目确认。"
    },
    {
      "path": "solutions/geo/index.html",
      "url": "https://www.frontlab.cn/solutions/geo/index.html",
      "title": "国内GEO与AI搜索营销：品牌可见度与咨询承接｜禺能 FrontLab",
      "description": "围绕国内搜索与 AI 搜索，核对品牌事实、测试客户问题、补齐服务比较内容与 Agent 资料。平台和样本按项目约定，分别检查页面发布、收录、引用、推荐与咨询承接。"
    },
    {
      "path": "delivery/index.html",
      "url": "https://www.frontlab.cn/delivery/index.html",
      "title": "如何交付：从业务目标到成果交接｜禺能 FrontLab",
      "description": "从真实问题出发，明确工作范围、实施路径与验收方式，再以阶段成果和实际样本检查结果。交付内容、应用或业务改造成果，并说明使用方法、权限、维护与后续协作安排。"
    },
    {
      "path": "about/index.html",
      "url": "https://www.frontlab.cn/about/index.html",
      "title": "关于禺能 FrontLab｜禺能（深圳）科技有限公司",
      "description": "禺能 FrontLab 是禺能（深圳）科技有限公司的 AI 应用服务品牌。五项业务为咨询加落地、营销增长、内容制作、经营提效与系统开发。重点服务为企业智能体定制、FDE 咨询与落地、GEO 与 AI 搜索营销，分别归属系统开发、咨询加落地、营销增长。"
    },
    {
      "path": "contact/index.html",
      "url": "https://www.frontlab.cn/contact/index.html",
      "title": "联系与合作：讨论您的业务问题｜禺能 FrontLab",
      "description": "从期望改变的业务问题、现有基础与限制开始，讨论诊断、项目交付或持续协作。勾选用途同意后可在线提交需求，获得保存确认与受理编号；邮件草稿保留为备选。"
    },
    {
      "path": "knowledge/index.html",
      "url": "https://www.frontlab.cn/knowledge/index.html",
      "title": "公开资料中心：业务、合作与联系说明｜禺能 FrontLab",
      "description": "集中查阅禺能的公司定位、五项业务、重点服务、交付方式与合作条件。网页、Markdown 和 JSON 提供同一组公开业务事实，便于阅读、处理和来源核对。"
    },
    {
      "path": "knowledge/faq.html",
      "url": "https://www.frontlab.cn/knowledge/faq.html",
      "title": "常见问题：服务范围、验收与合作安排｜禺能 FrontLab",
      "description": "了解五项业务与重点服务的关系，以及项目开始、系统接入、报价工期、验收和维护安排。说明FDE、GEO与AEO，以及用途同意、需求提交和后台受理的含义。"
    },
    {
      "path": "knowledge/facts.html",
      "url": "https://www.frontlab.cn/knowledge/facts.html",
      "title": "事实与来源：公开声明与证据状态｜禺能 FrontLab",
      "description": "按范围、状态、更新日期和来源页面查阅禺能的公司信息、服务说明与联系方法。区分公司声明、交付示意、项目交付和业务效果，为核对公开资料提供依据。"
    },
    {
      "path": "work/index.html",
      "url": "https://www.frontlab.cn/work/index.html",
      "title": "AI应用项目实践：智能体、FDE与GEO｜禺能 FrontLab",
      "description": "查看禺能自有AI应用、自营经营工作台及国内AI搜索资料实践，了解实际问题、实施过程、交付物与阶段。"
    },
    {
      "path": "work/agent-product/index.html",
      "url": "https://www.frontlab.cn/work/agent-product/index.html",
      "title": "浪山助手 · 自有 AI 选点应用｜智能体应用实践｜禺能 FrontLab",
      "description": "AI理解自然语言，用户确认条件，再连接地点数据、候选比较与来源查看。让应用沿着具体任务工作。"
    },
    {
      "path": "work/operations/index.html",
      "url": "https://www.frontlab.cn/work/operations/index.html",
      "title": "餐饮多门店日报与经营工作台实践｜春十五｜禺能 FrontLab",
      "description": "面向餐饮多门店的日报汇总与持续核对，从数据来源和统计口径梳理，到日报采集、同步与经营工作台，再根据运行缺口持续修正。"
    },
    {
      "path": "work/geo-source/index.html",
      "url": "https://www.frontlab.cn/work/geo-source/index.html",
      "title": "禺能官网 AI 搜索资料实践｜GEO实践｜禺能 FrontLab",
      "description": "从真实提问出发，修复旧域入口，把分散的业务与合作信息整理为可引用的官方来源，再由豆包实读验证。"
    },
    {
      "path": "guides/geo-acceptance/index.html",
      "url": "https://www.frontlab.cn/guides/geo-acceptance/index.html",
      "title": "GEO文章收录了，豆包还是不推荐，怎么验收？｜禺能 FrontLab",
      "description": "GEO文章已发布或收录，豆包仍不推荐，如何分别核对发布、检索、引用、提及、推荐和咨询？附可复制验收表与测量清单。"
    },
    {
      "path": "guides/knowledge-base-acceptance/index.html",
      "url": "https://www.frontlab.cn/guides/knowledge-base-acceptance/index.html",
      "title": "企业知识库能回答，不等于能交付：引用、权限、更新怎样验收？｜禺能 FrontLab",
      "description": "从多文档编号与金额对应错误、共享知识库权限和原文引用需求出发，用小样本检查答案、权限、更新与工具调用，并判断何时使用检索、数据库或人工流程。"
    }
  ],
  "indexing_status": "indexable_not_proof_of_indexing"
}
