How the score is calculated评分方法
A transparent rule-based audit, with clear limits.透明的规则检测与清晰的适用边界。
What we retrieve我们读取什么
The detector requests the submitted public HTML page and the site’s robots.txt and llms.txt through the website’s server-side proxy. It does not sign in to the target or run a full browser rendering session.检测器通过本站服务端代理请求提交的公开 HTML 页面，以及站点的 robots.txt 和 llms.txt。它不会登录目标网站，也不会进行完整浏览器渲染。
What the scores cover评分涵盖哪些方面
The report reviews accessibility, content clarity, customer-question coverage, publisher information and page structure. Scores help prioritize website improvements; they are not official search-engine or AI-platform ratings. Compare reports for the same page under consistent checking conditions.报告检查页面可访问性、内容清晰度、客户问题覆盖、主体信息与页面结构。评分帮助安排网站改进优先级，不是搜索引擎或 AI 平台官方评分。复查时请保持页面与检查条件一致。
Crawler checks爬虫检查
Rules are evaluated for the submitted URL path, including wildcard groups, specific agents and the most specific matching Allow/Disallow rule. The scored set focuses on search-related access; training permissions are described separately. Rules do not establish that a bot actually visited the page.规则针对提交网址的路径计算，包含通用组、特定代理与最具体的 Allow/Disallow 匹配。评分关注搜索相关访问，训练权限单独说明。规则不能证明爬虫实际访问过页面。
Language and page types语言与页面类型
Chinese character counts and whitespace-based text units help avoid treating a Chinese paragraph as a single word. Some heuristics, such as paragraph length and schema presence, remain imperfect for tool pages, shops and heavily dynamic websites.通过中文字符数与按空格分隔的文本单位，避免把整段中文算作一个词。段落长度、Schema 是否存在等启发式规则对工具页、商店和强动态网站仍有局限。
What this does not measure不包含哪些测量
This audit does not query ChatGPT or other answer engines to measure your brand mentions. It does not provide a live citation rate, a browser performance benchmark, or a guarantee of indexing, traffic or revenue.此审计不会查询 ChatGPT 等答案引擎来测量品牌提及，不提供真实引用率、浏览器性能基准，也不保证收录、流量或收入。
Use external evidence结合外部证据
Validate indexing and search performance in your search console. Test rendered pages with browser tools. For actual AI visibility, record the engine, question, time, region, raw response and sources. See Google’s AI features documentation.使用搜索管理工具验证收录与搜索表现，使用浏览器工具检查渲染页面。测量真实 AI 可见度时记录引擎、问题、时间、地区、原始回答与来源。参见 Google AI 功能文档。
Three kinds of evidence三种不同的依据
Page rules describe retrieved HTML. Rechecks show which rule issues changed. Search Console imports and real AI queries describe observed search performance or citations. These are separate measurements. AI reports show successful answer samples, source evidence and rule-based description estimates. Brand-specified questions are excluded from unaided mention rates; unknown citations are excluded from citation-rate denominators. Drafts are writing suggestions, not factual verification.页面规则描述抓取到的 HTML；复测展示哪些规则问题发生变化；搜索数据导入与真实 AI 查询描述观察到的搜索表现或引用。三者分别衡量。AI 报告展示成功回答样本、来源证据和规则初判的描述倾向。指定品牌的问题不进入自然提及率，未知引用不进入引用率分母。草稿是写作建议，不代表事实已核实。
Open SEO + GEO assistant打开 SEO + GEO 助手