SEO and GEO diagnosis SEO / GEO 诊断与优化

SeoGeoAgent Diagnose, fix, and monitor search and citation readiness. 诊断、修复并监控搜索与可引用性。

Give SeoGeoAgent a URL to crawl and audit technical SEO, content quality, structured data, Core Web Vitals, and on-page GEO citation readiness. It returns health scores, a dashboard, prioritized action plan, and page gaps; can save a monitoring baseline; and can apply confirmed fixes when you also provide an authorized local repository. 给 SeoGeoAgent 一个 URL，它会抓取并审计技术 SEO、内容质量、结构化数据、核心网页指标和页面 GEO 可引用性，交付健康分、看板、优先行动清单与页面缺口；还能保存监控基线，并在你提供已授权本地仓库时应用确认过的修复。

Download Orkas and audit a page 下载 Orkas，诊断一个页面

Measured and estimated separated 实测与估算分开
Health score and action cards 健康分与行动卡片
Source fixes require a local repo 源码修复需要本地仓库

SEO Diagnosis dashboard 诊断看板

Diagnose example.com, focus on technical SEO, content quality, structured data, CWV, and whether key product pages are easy for AI answers to cite. 诊断 example.com，重点检查技术 SEO、内容质量、结构化数据、CWV，以及关键产品页是否便于 AI 答案引用。

Technical Content Schema GEO

Priority findings 优先问题 Measured / Estimated

M FAQ schema missing on 6 key pages 6 个关键页缺少 FAQ Schema Observed in crawled markup 在抓取页面中实测 P1

M Answer-first passage missing 缺少答案前置段落 Observed content gap 实测内容缺口 P1

E Ranking lift needs console data 排名提升需搜索后台数据 Not measured in this run 本次未实测 limit

Five working modes 五类工作方式 Deep or quick diagnosis, monitoring, confirmed source fixes, and answer-ready content work. 深度或快速诊断、监控、确认后的源码修复，以及答案型内容工作。

Deterministic audit chain 确定性审计链 Crawls the verified target, diagnoses representative pages once, and produces one bounded report. 抓取已验证目标，对代表页面各诊断一次，并产出一份有边界报告。

Evidence labels 证据标签 Crawl and verified console evidence is Measured; unsupported traffic, ranking, competitor, or citation opportunity stays Estimated. 抓取与已验证搜索后台证据标为实测；无支持的流量、排名、竞品或引用机会保持估算。

Confirmed apply and retest 确认后修改并复测 Reads real source, shows the file-level change, waits for confirmation, edits only in the repo, and reruns the relevant audit. 读取真实源码、展示文件级改动、等待确认、只在仓库内编辑，并重新运行相关审计。

Usage example 使用示例

Audit the real Commander route, improve its answer readiness, and verify the source fix. 诊断真实的指挥官页面，提升答案可引用性，并验证源码修复。

YOU SEO request SEO 需求

“Diagnose https://orkas.ai/agents/commander/ for technical SEO, content quality, schema, and GEO readiness. The local Web repository is attached; propose the smallest source changes, then retest the affected routes.” “诊断 https://orkas.ai/agents/commander/ 的技术 SEO、内容质量、Schema 与 GEO 可引用性。已附上本地 Web 仓库；先提出最小源码改动，再复测受影响路由。”

orkas.ai/agents/commander/ Web/ deep diagnosis apply after confirmation

orkas.ai/agents/commander/example audit result示例诊断结果

TECHNICAL9/10Measured checks实测检查

CONTENT7/8Measured checks实测检查

GEO6/8Estimated readiness估算可引用性

Signal信号Evidence证据Type类型

Canonical + hreflangraw HTML + reciprocal routesMeasured

Agent capability answerAgent 能力答案Too generic before example upgrade示例升级前过于笼统Measured

AI citation likelihoodAI 引用概率No connector or citation dataset无连接器或引用数据集Estimated

Put concrete Agent output in raw HTML在原始 HTML 中展示具体 Agent 产物

Replace generic capability bullets with an inspectable Orkas example, validation state, and final files.用可复核的 Orkas 示例、验证状态和最终文件取代笼统能力列表。

APPLIED

Keep all ten routes discoverable保持 10 个路由可发现

Hub links, reciprocal switcher, global sitemap, and CN sitemap remain aligned.入口链接、相互切换导航、全球 sitemap 与中国 sitemap 保持一致。

VERIFIED

✓

Retest复测10/10 routes return useful raw content; both sitemap inventories match.10/10 路由返回有用的原始内容；两份 sitemap 清单一致。

audit-dashboard.htmlACTION-PLAN.mdintent-map.csvverified-diff.patch

SEO/GEO work SEO/GEO 工作

Diagnose, monitor, apply, or write. 诊断、监控、修复或写内容。

Deep and quick diagnosis 深度与快速诊断

Audit a verified public URL across technical SEO, content, schema, CWV, opportunities, and on-page GEO readiness. 对已验证公开 URL 执行技术 SEO、内容、Schema、CWV、机会和页面 GEO 可引用性审计。

health score
page matrix
prioritized plan

Monitoring and drift 监控与漂移

Save the first successful diagnosis as a baseline, then compare fresh crawl and report evidence on later runs. 把首次成功诊断保存为基线，后续用新抓取和报告证据比较变化。

baseline snapshot
severity-graded drift
leading indicators

Source fixes and content 源码修复与内容

Apply confirmed changes in an authorized local repository or draft answer-first, quotable content with visible FAQ/schema parity. 在已授权本地仓库应用确认修改，或起草答案前置、易引用、FAQ 与 Schema 可见内容一致的页面文案。

local source change
retest
answer-ready draft

How it works 工作方式

Crawl once, diagnose once, separate evidence, act carefully. 抓取一次、诊断一次、区分证据、谨慎行动。

Verify target and intent 确认目标与意图

Pick diagnosis, quick check, monitor, local apply, or content work from the request. 根据需求选择诊断、快速检查、监控、本地修复或内容工作。

Run the bounded audit 运行有边界审计

Crawl the target and diagnose only enough representative pages to support the decision. 抓取目标，只诊断足以支持决策的代表页面。

Reconcile evidence 核对证据

Use available verified console data and keep every unsupported field Estimated. 使用可用且已验证的搜索后台数据，其他无支持字段保持估算。

Deliver or confirm changes 交付或确认修改

Write the action plan; for source fixes, show the diff, confirm, edit locally, and retest. 交付行动计划；需要源码修复时先展示差异，确认后本地编辑并复测。

Evidence boundaries 证据边界

On-page readiness is not ranking, traffic, conversion, or guaranteed AI citation. 页面准备度不等于排名、流量、转化或保证被 AI 引用。

GEO readiness is not measured visibility GEO 准备度不等于实测可见性

The score evaluates on-page citation readiness. It does not prove an AI system currently cites the page. 评分衡量页面是否易于引用，不证明某个 AI 系统当前正在引用该页面。

Console data requires verified ownership 搜索后台数据需要已验证所有权

Rank, query, click, impression, and traffic claims stay Estimated unless a connected verified property supports them. 除非已连接并验证的站点属性提供支持，否则排名、查询、点击、曝光和流量结论保持估算。

Public URL does not grant write access 公开 URL 不代表写入授权

Source changes require a local repository and explicit confirmation. Commit, push, publish, and production configuration changes are never implicit. 源码修改需要本地仓库和明确确认；提交、推送、发布和生产配置改动从不自动获得授权。

Works with the team 团队协作

Turn diagnosis into evidence, content, interface, and verified implementation. 把诊断继续推进到证据、内容、界面和经验证实现。

Commander can coordinate the complete optimization 指挥官可协调完整优化

DeepResearcher can gather primary evidence, ContentWriter can draft source-faithful copy, UIDesigner can revise page hierarchy, and ProductDeveloper can implement accepted repository changes. DeepResearcher 收集一手证据，ContentWriter 起草忠于来源的文案，UIDesigner 调整页面层级，ProductDeveloper 在仓库实现已接受修改。

Commander ContentWriter ProductDeveloper

Start directly with a URL 有 URL 即可直接开始

A full HTTP or HTTPS page URL is required for diagnosis. Add a local repository only when confirmed source fixes are part of the task. 诊断需要完整 HTTP/HTTPS 页面 URL；只有任务包含确认后的源码修复时才需要本地仓库。

Audit the next page with evidence. 用证据诊断下一个页面。

Download Orkas, give SeoGeoAgent a URL, and get a bounded diagnosis, score, dashboard, and action plan. 下载 Orkas，把 URL 交给 SeoGeoAgent，获得有边界的诊断、评分、看板与行动计划。

Download Orkas — free 免费下载 Orkas

Measured vs Estimated · Bounded crawl · Confirmed local fixes 实测与估算分开 · 有边界抓取 · 确认后本地修复