Summary
GEORankHub is a free, Chinese-language GEO research platform and the official hosted demo of the open-source GEOrank workbench. It combines page-level diagnostics, an AI Q&A channel, action-plan and keyword generators, structured-data tools and a GEO tutorial library.
- Best for
- developers and GEO researchers
- Not for
- non-technical marketers who want an English-first hosted dashboard with no sign-up friction, or anyone needing continuous multi-engine AI-citation tracking rather than a one-shot diagnostic
- From
- Free
- Free tier
- YesA free account created with a mobile number and password unlocks the diagnostic, Q&A, plan and keyword pages; no quota figure is published, and the account area offers a bring-your-own model API key for when platform allowance is short.
What it does
- Monitors AI answers
- NoThe diagnostic crawls the static HTML of a URL you submit and scores Schema, structure and code quality; nothing in the workbench sends a prompt to an answer engine or records how a brand is mentioned in AI replies.
输入目标网页 URL，AI 将爬取页面静态代码，从 Schema 标签、内容结构、代码质量等多维度进行诊断分析。
georankhub.com/diagnostic - Optimises your content
- YesEach diagnostic report ends in a ranked 优化建议 block that names the specific Schema types, answer-style summaries and citation signals to add to the page you submitted.
当前仅有 2 项 Schema 标记，建议至少补充 Organization、Product 和 FAQPage 类型，大幅提升 AI 解析精度。
georankhub.com/diagnostic - Generates content
- PartlyIt drafts structured assets rather than articles: JSON-LD blocks, an llms.txt file, GEO title sets, keyword packs and a Markdown knowledge-base draft exportable to Word or PDF. Full article production lives in the separate GEOFlow project, not here.
一个输入框描述品牌、资料链接和目标；需要时可附加资料文件，AI 自动生成知识库草稿。
georankhub.com/tools - Publishes to your site
- PartlyThe georankhub.com workbench has no CMS connector at all; publishing exists only in GEOFlow, the vendor's separately distributed open-source system, which pushes approved articles to WordPress REST, hosted sites and a generic HTTP API.
渠道支持托管站点、GEOFlow Agent、WordPress REST 和通用 HTTP API
github.com/yaojingang/GEOFlow - Technical AEO
- YesTechnical AEO is the core of the tool channel: a JSON-LD generator for Organization and WebSite, an llms.txt drafter, plus Schema.org detection that lists which types the page already exposes and which are missing.
把结构化标记、AI 可读文件和页面友好度检查集中到一个工作台，先生成可落地的基础资产。
georankhub.com/tools - Done-for-you service
- NoNo managed delivery is sold: the vendor positions consultancies and agencies as the ones who run client work with the tool, and the platform itself is run as a non-profit research site with an expert directory rather than a service team.
咨询公司、营销机构和独立顾问可以用它完成客户诊断、需求问答、方案分析、关键词规划与内容工具支持，覆盖售前评估、项目交付和长期顾问服务。
github.com/yaojingang/GEORank
Answer engines
- ChatGPT
- NoChatGPT is named only as the subject of an explanatory Q&A topic about how brands get cited; the workbench never sends a query to ChatGPT or records its answers for a monitored brand.
回答品牌在 ChatGPT、Perplexity、Gemini 等 AI 答案中被理解、引用和推荐的问题。
georankhub.com/solutions - Perplexity
- NoPerplexity appears only inside the description of a Q&A discussion topic, with no prompt tracking, citation capture or result storage for that engine anywhere in the diagnostic or reporting flow.
回答品牌在 ChatGPT、Perplexity、Gemini 等 AI 答案中被理解、引用和推荐的问题。
georankhub.com/solutions - Gemini
- NoGemini is mentioned as context for what GEO is about, not as a tracked surface; the product runs page-code diagnostics and generates assets, and never queries Gemini on a brand's behalf.
回答品牌在 ChatGPT、Perplexity、Gemini 等 AI 答案中被理解、引用和推荐的问题。
georankhub.com/solutions - Google AI Overviews
- NoGoogle AI Overviews is not covered on any part of the platform; the vendor's own statement of what the diagnostic inspects is limited to site structure, Schema, Meta, readability and citation signals.github.com/yaojingang/GEORank
- Google AI Mode
- NoGoogle AI Mode is absent from the workbench, the tutorials and the open-source feature table; nothing in the product issues a search-side query or captures an AI Mode response for a brand.
检查网站结构、Schema、Meta、内容可读性和引用信号。
github.com/yaojingang/GEORank - Claude
- NoClaude is not queried by any module; the diagnostic works from the crawled static code of one page at a time, and no engine-side prompt runs exist in the product to track Claude answers.
输入目标网页 URL，AI 将爬取页面静态代码，从 Schema 标签、内容结构、代码质量等多维度进行诊断分析。
georankhub.com/diagnostic - Microsoft Copilot
- NoMicrosoft Copilot is not tracked: the platform's nine published modules cover directory, diagnostics, Q&A, plans, keywords, tools, experts, tutorials and admin, and none of them polls an answer engine.
检查 Schema、页面结构、Meta 信息、内容可读性、引用信号和 AI 搜索可见性
github.com/yaojingang/GEORank - Grok
- NoGrok is covered nowhere on the platform and appears in no feature table, tutorial or diagnostic module; visibility is inferred from page signals rather than measured against any engine.
检查 Schema、页面结构、Meta 信息、内容可读性、引用信号和 AI 搜索可见性
github.com/yaojingang/GEORank - DeepSeek
- NoDeepSeek is never queried as a monitored engine; it surfaces on the site only as an optional bring-your-own model-key provider used to power the generators, which is a different role entirely.
输入目标网页 URL，AI 将爬取页面静态代码，从 Schema 标签、内容结构、代码质量等多维度进行诊断分析。
georankhub.com/diagnostic - Meta AI
- NoMeta AI is not covered anywhere on the platform, and the vendor publishes no engine list to gate it behind a tier, because the product measures page readiness rather than engine answers.
输入目标网页 URL，AI 将爬取页面静态代码，从 Schema 标签、内容结构、代码质量等多维度进行诊断分析。
georankhub.com/diagnostic - Coverage in the vendor’s words
- NoThe vendor states no engine coverage at all, on any tier: what it calls AI search visibility is a score derived from Schema, page structure, Meta information, readability and citation signals in the crawled HTML.
检查 Schema、页面结构、Meta 信息、内容可读性、引用信号和 AI 搜索可见性
github.com/yaojingang/GEORank
What it reports
- Names the cited sources
- NoThe report's citation metric measures outbound authority links on your own page and advises adding more; it never shows which domains or pages an answer engine actually cited.georankhub.com/diagnostic
- Competitor tracking
- NoCompetitors are only a free-text context field you type into the plan generator to sharpen its output; there is no view that watches rival brands or compares them over time.
补充竞品、限制和已有材料会让方案更落地。
georankhub.com/plans - Brand sentiment
- NoNo module analyses which attributes AI associates with a brand; the vendor's own statement of what diagnosis covers stops at site structure, Schema, Meta, readability and citation signals.github.com/yaojingang/GEORank
- Recommendations
- YesIt goes well past reporting: findings become prioritised fixes, a three-stage route and a 30/60/90-day action plan built from your goals, resources and constraints.github.com/yaojingang/GEORank
- AI crawler analytics
- PartlyThe hosted workbench shows no bot traffic at all; AI crawler reporting exists only in the self-hosted GEOFlow system, whose data centre aggregates content, distribution, visits, top content, AI crawlers and trends.
数据中心汇总内容、分发、访问、Top 内容、AI 爬虫和趋势
github.com/yaojingang/GEOFlow - Wrong answers about you
- NoNothing detects or flags false claims an AI makes about a brand: the Q&A module generates explanatory answers from company and diagnostic context, and the diagnostic scores page signals, so no factual-accuracy check against engine output exists.
围绕 GEO、AI 搜索和品牌可见性生成结构化回答，并结合公司与诊断上下文
github.com/yaojingang/GEORank
Plans and signing up
- Countries
- PartlyNothing is tracked per market, but the action-plan form takes a 主要市场 / 语言 input whose own example offers 'North America / English' beside 中国市场 / 中文.
周期、资源和市场决定方案颗粒度。
georankhub.com/plans - How often it checks
- NoThere is no recurring cadence to configure: a diagnostic runs once, on demand, for the URL you submit, and the report is saved to your account rather than refreshed on a schedule.
登录后才可发起官网诊断并保存诊断报告。
georankhub.com/diagnostic - Card required to start
- NoRegistration asks for a mobile number and a password only, with no payment details anywhere in the flow, and the session then persists in that browser.
使用手机号和密码即可完成注册，会话会长期保留在当前浏览器中。
georankhub.com/register - Self-serve signup
- YesEverything is self-serve: clicking 开始诊断 while signed out opens a phone-and-password modal, and signing in immediately unlocks diagnostics, Q&A, plans and keyword expansion with no sales contact.
输入手机号和密码即可继续使用功能页面。
georankhub.com/diagnostic
Access and integrations
- API
- PartlyThe hosted site publishes no API documentation, key issuance or developer portal; a programmatic HTTP and SSE surface exists only if you deploy the Apache-2.0 GEOrank stack yourself, where the gateway routes /api to the FastAPI backend.
当前 API 使用普通 HTTP 与 SSE，没有 WebSocket endpoint
github.com/yaojingang/GEORank - MCP server
- NoNo MCP server is documented on any page of the site or in the vendor's open-source READMEs; the published agent-facing surface is a downloadable pack of GEO Skills, which an agent installs rather than queries.
面向 AI Agent 的 17 套 GEO 技能，覆盖诊断、内容、Schema、可见性监测等核心场景，即装即用。
georankhub.com - BI export
- NoExports are documents for people, not feeds for a warehouse: a PDF diagnostic report, bulk keyword export and Markdown, Word or PDF knowledge-base files, with no Looker, Power BI or warehouse connector published.
包含所有检测项详情、代码示例和优化清单
georankhub.com/diagnostic
Checked · How we check
Alternatives
AI search visibility tracking plus AEO delivery, as an open-source platform, agency products and managed service.
Free desktop AI visibility tracker that runs locally on your own LLM API keys.
AI search visibility monitoring across seven engines, with citation tracking and GEO content audits.
Filed under
Sources and updates
Sources11
Repository2026-08-30
- Licence
- Apache-2.0
- Stars
- 439
- Forks
- 100
- Last push
- 2026-08-26
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Updates5
- Capabilities · Free tier · Price
- Capabilities · Free tier
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