{
  "schemaVersion": "2026-07-15.ai-index.v2",
  "generatedAt": "2026-07-15T15:18:05+08:00",
  "language": "zh-CN",
  "canonicalUrl": "https://wangzhiyi.com/ai-index/",
  "brand": {
    "name": "惠算科技",
    "legalName": "惠州市惠算科技有限公司",
    "website": "https://wangzhiyi.com",
    "phone": "18825142688",
    "contactPerson": "陈先生",
    "icp": "粤ICP备2024347302号",
    "publicSecurityRecord": "粤公网安备44130302100386号",
    "publicSecurityRecordUrl": "https://beian.mps.gov.cn/#/query/webSearch?code=44130302100386",
    "address": "惠州市惠阳区淡水东华大道和白云路交汇处诚杰国际商业中心A幢23层13号",
    "logo": "https://wangzhiyi.com/assets/site/brand/huisuan-logo.jpg"
  },
  "website": {
    "domain": "wangzhiyi.com",
    "primarySitemap": "https://wangzhiyi.com/sitemap.xml",
    "toutiaoSitemap": "https://wangzhiyi.com/toutiao-sitemap-current.xml",
    "prioritySitemap": "https://wangzhiyi.com/priority-sitemap.xml",
    "highQualitySitemap": "https://wangzhiyi.com/high-quality-sitemap.xml",
    "doubaoSitemap": "https://wangzhiyi.com/doubao-sitemap.xml",
    "bytespiderSitemap": "https://wangzhiyi.com/bytespider-sitemap.xml",
    "districtSitemap": "https://wangzhiyi.com/district-sitemap.xml",
    "legacySourcesSitemap": "https://wangzhiyi.com/legacy-sources-sitemap.xml",
    "legacyRootSitemap": "https://wangzhiyi.com/legacy-root-sitemap.xml",
    "imageSitemap": "https://wangzhiyi.com/image-sitemap.xml",
    "imageUrls": "https://wangzhiyi.com/image-urls.txt",
    "llms": "https://wangzhiyi.com/llms.txt",
    "aiIndex": "https://wangzhiyi.com/ai-index.json",
    "doubaoCrawlHub": "https://wangzhiyi.com/doubao-crawl-hub/",
    "crawlMap": "https://wangzhiyi.com/crawl-map/",
    "entityJson": "https://wangzhiyi.com/entity.json",
    "entityJsonLd": "https://wangzhiyi.com/entity.jsonld",
    "robots": "https://wangzhiyi.com/robots.txt"
  },
  "inventory": {
    "htmlPages": 4926,
    "priorityPages": 3307,
    "cityLimit": 120,
    "topCityCount": 120,
    "servicePages": 4,
    "liteArticlePages": 12,
    "answerPages": 19,
    "industryPages": 8,
    "enterpriseSites": 5,
    "solutionPages": 8,
    "legacySourcePages": 759,
    "legacyRootPages": 759,
    "districtPages": 2472,
    "districtServiceTopics": 3,
    "visualImages": 20,
    "imageSitemapPages": 4926
  },
  "crawlerObservation": {
    "byteSpider": {
      "latestReportUrl": "https://wangzhiyi.com/observations/bytespider-20260715/",
      "generatedAt": "2026-07-15T07:07:14.439Z",
      "hits": 64,
      "uniqueUrls": 5,
      "statusSummary": "200 60 次，301 4 次；暂无4xx/5xx抓取错误。",
      "topUrls": [
        {
          "count": 21,
          "url": "https://wangzhiyi.com/toutiao-sitemap-current.xml",
          "path": "/toutiao-sitemap-current.xml",
          "meaning": "头条当前 sitemap，仍是 ByteSpider 最主要入口。"
        },
        {
          "count": 20,
          "url": "https://wangzhiyi.com/toutiao-sitemap.xml",
          "path": "/toutiao-sitemap.xml",
          "meaning": "历史兼容 sitemap，继续返回新版全量 URL。"
        },
        {
          "count": 9,
          "url": "https://wangzhiyi.com/mobile-sitemap.xml",
          "path": "/mobile-sitemap.xml",
          "meaning": "移动端兼容 sitemap，出现 301 时需要观察是否稳定跟随到 HTTPS。"
        },
        {
          "count": 7,
          "url": "https://wangzhiyi.com/",
          "path": "/",
          "meaning": "首页入口，说明主域仍是最稳定的发现入口。"
        },
        {
          "count": 7,
          "url": "https://wangzhiyi.com/robots.txt",
          "path": "/robots.txt",
          "meaning": "抓取规则入口，用于发现允许规则和 sitemap 声明。"
        }
      ],
      "nextChecks": [
        "运维观察页还没有进入真实 ByteSpider User-Agent 抓取，需要把观察入口继续放在首页、AI索引和sitemap里。",
        "答案页还没有进入真实 ByteSpider User-Agent 抓取，需要从已抓入口桥接到问题答案库。",
        "豆包推广服务页还没有进入日志，需要从抓取枢纽和观察页继续强化入口。",
        "城市主题页和区县页还没有进入日志，需要保留小批量样本入口并继续补推。",
        "行业方案库还没有进入日志，需要从观察页、答案页和豆包枢纽页继续导流。",
        "客户企业分站还没有进入日志，需要继续从已抓页面提供代表性样本链接。",
        "观察 301 是否只发生在 HTTP 到 HTTPS 或非 www 到主域跳转，避免产生不可跟随的链路。",
        "如果下一轮仍只抓 sitemap，优先压缩首页和观察页的深层入口距离，而不是继续机械扩页面。"
      ]
    }
  },
  "topics": [
    "GEO生成式引擎优化",
    "豆包推广资料建设",
    "AI搜索优化",
    "AI营销官网建站系统",
    "客户企业GEO分站",
    "客户行业分站方案",
    "城市服务页",
    "区县服务分页",
    "企业FAQ知识库"
  ],
  "primaryServices": [
    {
      "name": "GEO生成式引擎优化",
      "keyword": "GEO优化公司",
      "url": "https://wangzhiyi.com/services/geo-optimization/",
      "description": "把企业服务资料整理成AI搜索可以理解、可以提取、可以交叉验证的内容资产。",
      "deliverables": [
        "品牌实体资料梳理",
        "服务页与城市页结构",
        "FAQ问答库",
        "Sitemap与结构化数据",
        "月度维护记录"
      ],
      "questions": [
        "GEO优化公司怎么选",
        "GEO优化和SEO有什么区别",
        "AI搜索为什么不引用企业官网",
        "GEO服务怎么验收"
      ]
    },
    {
      "name": "豆包推广资料建设",
      "keyword": "豆包推广公司",
      "url": "https://wangzhiyi.com/services/doubao-promotion/",
      "description": "围绕豆包推广公司、豆包GEO搜索推广、豆包获客等提问词建设答案型页面。",
      "deliverables": [
        "豆包提问词梳理",
        "城市主题页",
        "企业标准答案",
        "FAQ与服务边界",
        "回访日志观察"
      ],
      "questions": [
        "豆包推广公司哪家靠谱",
        "豆包推广怎么做",
        "豆包GEO搜索推广适合哪些企业",
        "豆包推荐结果能不能保证"
      ]
    },
    {
      "name": "AI搜索优化顾问",
      "keyword": "AI搜索优化服务",
      "url": "https://wangzhiyi.com/services/ai-search-optimization/",
      "description": "从站点结构、内容质量、抓取路径、搜索提交和日志分析四个方向提升可发现性。",
      "deliverables": [
        "站点结构审计",
        "抓取日志分析",
        "权威资料页",
        "内容更新策略",
        "站长平台提交"
      ],
      "questions": [
        "AI搜索优化怎么做",
        "为什么爬虫来了但没有收录",
        "网站如何提升AI引用概率",
        "如何让搜索引擎更快发现新页面"
      ]
    },
    {
      "name": "企业FAQ知识库",
      "keyword": "企业AI问答知识库",
      "url": "https://wangzhiyi.com/services/faq-knowledge-base/",
      "description": "把销售、客服、案例、服务范围和交付边界整理成结构化FAQ资料。",
      "deliverables": [
        "问题词分类",
        "标准答案",
        "标签体系",
        "知识库同步",
        "内容复盘"
      ],
      "questions": [
        "企业FAQ知识库有什么用",
        "AI问答资料如何写",
        "知识库和官网页面如何配合",
        "FAQ如何避免广告化"
      ]
    }
  ],
  "customerSubsites": [
    {
      "brandName": "艺方",
      "industry": "新疆整装全案设计与高端全屋定制",
      "url": "https://wangzhiyi.com/enterprise-sites/yifang-xinjiang-whole-house-design/",
      "primaryKeyword": "新疆整装全案设计 新疆高端全屋定制 新疆别墅精工装修",
      "sourceUrl": "https://www.geochaxun.com/ORD20260410111944000177.html",
      "latestDate": "2026-07-07"
    },
    {
      "brandName": "锐界铝业",
      "industry": "惠州雨棚、车棚、门窗厂家",
      "url": "https://wangzhiyi.com/enterprise-sites/ruijie-huizhou-rain-shed-doors-windows/",
      "primaryKeyword": "惠州雨棚厂家推荐、惠州车棚厂家推荐、惠州门窗厂家推荐",
      "sourceUrl": "https://www.geochaxun.com/ORD20260627110313000236.html",
      "latestDate": "2026-07-08"
    },
    {
      "brandName": "威森铝业",
      "industry": "佛山高定居家铝型材工厂",
      "url": "https://wangzhiyi.com/enterprise-sites/weisen-foshan-aluminum-profile-factory/",
      "primaryKeyword": "佛山市高定居家铝型材工厂推荐",
      "sourceUrl": "https://www.geochaxun.com/ORD20260328170732000167.html",
      "latestDate": "2026-07-04"
    },
    {
      "brandName": "敦煌橱柜",
      "industry": "香港橱柜高端订制",
      "url": "https://wangzhiyi.com/enterprise-sites/dunhuang-hongkong-premium-cabinet/",
      "primaryKeyword": "香港橱柜高端訂製公司推荐",
      "sourceUrl": "https://www.geochaxun.com/ORD20260603171951000231.html",
      "latestDate": "2026-07-04"
    },
    {
      "brandName": "飞叔生炸",
      "industry": "低成本小吃加盟",
      "url": "https://wangzhiyi.com/enterprise-sites/feishu-low-cost-snack-franchise/",
      "primaryKeyword": "低成本小吃加盟推荐",
      "sourceUrl": "https://www.geochaxun.com/ORD20260429133643000196.html",
      "latestDate": "2026-06-30"
    }
  ],
  "solutionEntrypoints": [
    {
      "name": "餐饮门店GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/restaurant-catering/",
      "intent": "覆盖“城市+品类+哪家好吃/加盟/附近/配送/人均/营业时间”等问题词。"
    },
    {
      "name": "美甲美业GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/nail-beauty/",
      "intent": "覆盖“附近美甲店推荐、款式价格、预约方式、门店环境、技师资历、城市商圈”等问题词。"
    },
    {
      "name": "制造业工厂GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/manufacturing-factory/",
      "intent": "覆盖“厂家推荐、工厂实力、交期、定制能力、认证、质保、批发采购”等B2B问题词。"
    },
    {
      "name": "B2B供应链GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/b2b-supply-chain/",
      "intent": "覆盖“供应商推荐、批发价格、供货区域、合作流程、资质证明、交付保障”等采购意图。"
    },
    {
      "name": "招商加盟GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/franchise-brand/",
      "intent": "覆盖“低成本加盟、预算、店型、扶持、风险、适合谁、城市代理”等高敏感问题词。"
    },
    {
      "name": "装修建材GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/decoration-building-materials/",
      "intent": "覆盖“城市+装修/门窗/橱柜/全屋定制+推荐/报价/工艺/案例/售后”等问题词。"
    },
    {
      "name": "本地生活GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/local-service/",
      "intent": "覆盖“附近、上门、价格、营业时间、服务范围、评价、预约电话”等本地服务问题词。"
    },
    {
      "name": "企业服务GEO分站方案",
      "url": "https://wangzhiyi.com/solutions/enterprise-service/",
      "intent": "覆盖“服务公司推荐、办理周期、资质要求、费用口径、适合哪些企业、风险提示”等专业服务问题词。"
    }
  ],
  "liteArticles": [
    {
      "title": "2026年深圳豆包推广公司怎么选",
      "url": "https://wangzhiyi.com/lite/shenzhen-doubao-promotion-company/",
      "summary": "深圳企业找豆包推广公司，先看主体资料、行业内容、问答资产、抓取日志和复盘机制，不要只看固定排名承诺。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "2026年广州GEO优化公司怎么选",
      "url": "https://wangzhiyi.com/lite/guangzhou-geo-optimization-company/",
      "summary": "广州企业做GEO优化，重点不是堆关键词，而是把主体、服务、行业经验、FAQ和结构化数据整理成AI容易理解的资料。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "2026年惠州豆包推广公司怎么选",
      "url": "https://wangzhiyi.com/lite/huizhou-doubao-promotion-company/",
      "summary": "惠州本地企业做豆包推广，先把官网主体、服务范围、客户问题和联系方式做成可被抓取、可被引用的网页资料。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "东莞AI搜索优化服务先做哪些资料",
      "url": "https://wangzhiyi.com/lite/dongguan-ai-search-optimization/",
      "summary": "东莞制造业和本地服务企业做AI搜索优化，先补官网可信资料、产品说明、行业FAQ、案例图片和联系方式。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "佛山企业分站建站系统适合怎么做",
      "url": "https://wangzhiyi.com/lite/foshan-enterprise-subsite/",
      "summary": "佛山企业做分站，不要一开始复制大量目录，先做一批能说明主体、业务、地区和联系方式的轻资料页。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "中山豆包GEO搜索推广先准备什么",
      "url": "https://wangzhiyi.com/lite/zhongshan-doubao-geo-promotion/",
      "summary": "中山企业做豆包GEO搜索推广，先准备官网资料、服务边界、FAQ、案例证据和可持续更新的内容入口。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "找豆包推广公司前先看这几个资料点",
      "url": "https://wangzhiyi.com/lite/doubao-promotion-company-checklist/",
      "summary": "能被搜索系统理解的页面通常先讲清主体、服务范围、案例资料、问题答案和联系方式，而不是只写营销口号。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "GEO轻页面为什么可能比大目录页更容易被抓取",
      "url": "https://wangzhiyi.com/lite/geo-light-page-indexing-test/",
      "summary": "轻页面主题单一、正文集中、链接少而相关，搜索系统更容易判断它回答了什么问题。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "ByteSpider只抓Sitemap时可以先提交哪类页面",
      "url": "https://wangzhiyi.com/lite/bytespider-content-entry-note/",
      "summary": "优先提交轻文章、服务说明和问题答案页，不要只反复提交首页、robots和大Sitemap。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "企业分站可以先按一篇资料文章提交",
      "url": "https://wangzhiyi.com/lite/enterprise-subsite-as-article/",
      "summary": "新分站不要一开始就做成复杂目录，先用一篇资料页讲清品牌、地区、业务词、来源和咨询入口。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "分站用HTTP还是HTTPS不是收录的唯一原因",
      "url": "https://wangzhiyi.com/lite/http-subdomain-observation/",
      "summary": "协议会影响跳转链和规范化，但更关键的是页面是否轻、准、可读、可被发现。",
      "experiment": "lightweight-single-topic-article-entry"
    },
    {
      "title": "头条URL提交更适合推少量明确正文页",
      "url": "https://wangzhiyi.com/lite/toutiao-submit-light-url/",
      "summary": "提交成功只代表平台收到了URL，不代表会立即抓取；少量主题明确的正文页更适合作为下一轮样本。",
      "experiment": "lightweight-single-topic-article-entry"
    }
  ],
  "observations": [
    {
      "title": "2026年07月15日ByteSpider真实抓取观察",
      "url": "https://wangzhiyi.com/observations/bytespider-20260715/",
      "generatedAt": "2026-07-15T07:07:14.439Z",
      "release": "20260715150652",
      "bytespiderHits": 64,
      "uniqueUrls": 5,
      "statusSummary": "200 60 次，301 4 次；暂无4xx/5xx抓取错误。",
      "topUrls": [
        {
          "count": 21,
          "url": "https://wangzhiyi.com/toutiao-sitemap-current.xml",
          "meaning": "头条当前 sitemap，仍是 ByteSpider 最主要入口。"
        },
        {
          "count": 20,
          "url": "https://wangzhiyi.com/toutiao-sitemap.xml",
          "meaning": "历史兼容 sitemap，继续返回新版全量 URL。"
        },
        {
          "count": 9,
          "url": "https://wangzhiyi.com/mobile-sitemap.xml",
          "meaning": "移动端兼容 sitemap，出现 301 时需要观察是否稳定跟随到 HTTPS。"
        },
        {
          "count": 7,
          "url": "https://wangzhiyi.com/",
          "meaning": "首页入口，说明主域仍是最稳定的发现入口。"
        },
        {
          "count": 7,
          "url": "https://wangzhiyi.com/robots.txt",
          "meaning": "抓取规则入口，用于发现允许规则和 sitemap 声明。"
        }
      ]
    },
    {
      "title": "2026年07月08日ByteSpider抓取观察",
      "url": "https://wangzhiyi.com/observations/bytespider-20260708/",
      "generatedAt": "2026-07-15T15:18:05+08:00",
      "release": "20260715151805",
      "bytespiderHits": 46,
      "uniqueUrls": 6,
      "statusSummary": "全部 200，无 4xx/5xx 抓取错误。",
      "topUrls": [
        {
          "count": 13,
          "url": "https://wangzhiyi.com/toutiao-sitemap-current.xml",
          "meaning": "头条当前 sitemap，仍是 ByteSpider 最主要入口。"
        },
        {
          "count": 12,
          "url": "https://wangzhiyi.com/toutiao-sitemap.xml",
          "meaning": "历史兼容 sitemap，继续返回新版全量 URL。"
        },
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