# CiteSpot（引见）· GEO for independent stores · 海外独立站 GEO

> Get your products cited when shoppers ask AI · 让 AI 把你的产品引见给买家

> 引见（CiteSpot）是见润科技旗下做白帽 GEO（生成式引擎优化）的服务，主要服务做海外独立站和外贸官网的品牌：让 ChatGPT、Google AI 概览、Perplexity 等 AI 在回答买家问题时，找得到、读得懂、愿意引用你的产品。分数用开源的 geo-score 测。

> CiteSpot (引见) is Jianrun Tech's white-hat GEO (generative engine optimization) service for brands with independent online stores and B2B export sites: making their products findable, readable and citable when ChatGPT, Google AI Overviews and Perplexity answer shoppers. Scores come from the open-source geo-score.

要点：
- 对客户只说「几周」：长尾问题的新页面，通常几周内被收录、开始出现在回答里；品类大词按月算。不承诺排名、上榜率和流量。
- 验收只看 AIV 分（geo-score 公开量表 v1.1，0–100，可复跑）。
- 不做：买卖链接、门页、批量换词页、马甲帖、不标注的付费稿、过期域名、刷点击。
- 联系：hello@jianruntech.com；微信 jianrun-ai。

## 中文

- [独立站 GEO：让 ChatGPT 推荐你的店 · 引见](https://www.citespot.si/): 引见（CiteSpot）做海外独立站的白帽 GEO（生成式引擎优化）：让 ChatGPT、Google AI 概览、Perplexity 回答买家问题时引用你的店。Shopify、WooCommerce、自建站都能做，先免费检测。
- [免费 GEO 检测：AI 进不进得了你的独立站](https://www.citespot.si/check/): 两种办法：用开源的 geo-score 一行命令自己测，0–100 分；或者留下官网，我们人工看一遍，48 小时内发你免费速览。
- [独立站 GEO 怎么做：四步，都在你自己的站上](https://www.citespot.si/method/): 修门槛、一个问题写一页回答、在 AI 常引用的地方留下真实讨论、定期复测。每一步交什么、要你配合什么、多久能看到，都写在这里。
- [GEO 服务价格：公开，按季度付](https://www.citespot.si/pricing/): 诊断 ¥5,888 起；季度服务 ¥15,000 起每季度，年付 ¥58,888；托管 ¥38,888 起每季度。按季度预付，提前 30 天说停就停。每档做什么、怎么退款都写在这里。
- [GEO 实测与数据：我们拿什么说话](https://www.citespot.si/proof/): 我们自己的产品做了 4 周站内 GEO，AI 引擎成了最大的访客来源（43%）；324 个网站的公开榜单；分数复测的稳定性。数字都有出处，也写清楚说明不了什么。
- [白帽 GEO：我们不做的事和依据](https://www.citespot.si/white-hat/): 买卖链接、批量换词页、马甲号、不标明的付费稿、过期域名、刷点击、编数字、承诺排名。每一条写清楚指什么、依据是哪条规定，以及我们改做什么。
- [国内的豆包、DeepSeek、元宝，也能做](https://www.citespot.si/china-ai/): 我们的主业是海外独立站，国内 AI 也能做，但做法不同：国内 AI 更常引用新闻、门户和自媒体平台的内容。这里写清楚国内怎么做、多少钱、哪些不做。
- [指南：让 AI 回答里出现你的独立站](https://www.citespot.si/guides/): 写给做海外独立站的卖家：AI 怎么挑店、爬虫怎么放行、页面怎么写、多久能看到、服务怎么挑。每篇都先给答案。
- [关于引见（CiteSpot）](https://www.citespot.si/about/): 引见（CiteSpot）是见润科技旗下做白帽 GEO 的服务：让 AI 把你的产品引见给买家。创始人在亚马逊、虾皮、Coupang 做了十一年，开源了 AI 可见度打分工具 geo-score。
- [隐私说明](https://www.citespot.si/privacy/): 这个网站收集什么、为什么收、发给谁、留多久，以及你怎么要求删除。只在你提交表单时收集你填的内容和你从哪个网站过来，不用统计和广告追踪。

### 按站点类型和常见问题
- [Shopify 独立站怎么做 GEO，让 ChatGPT 推荐你的店](https://www.citespot.si/shopify-geo/): Shopify 独立站做 GEO 分两层：先查 robots.txt、AI 代理店面的商品字段、主题结构化数据、要 JavaScript 才出来的内容；再一个买家问题写一页回答。每步交什么、要你做什么、多少钱都在这里。
- [WordPress / WooCommerce 独立站怎么做 GEO](https://www.citespot.si/woocommerce-geo/): WordPress / WooCommerce 独立站做 GEO，先查实际生效的 robots.txt、「不索引」和「即将推出」两个开关、Cloudflare 的 AI 爬虫设置、正文在不在 HTML 里，再用 WordPress 文章一个买家问题写一页回答。
- [外贸 B2B 官网 GEO：让海外采购在 AI 里找到你](https://www.citespot.si/b2b-geo/): 海外采购会直接问 AI：哪家工厂能做、有什么认证、起订量和交期多少。外贸 B2B 官网做 GEO，就是把这些写成 AI 读得到、采购查得到的页面。不编证书，不刷量，验收看 AIV 分。
- [GEO 服务多少钱：常见收费方式和怎么判断](https://www.citespot.si/geo-cost/): GEO 服务没有统一价。常见六种收费方式：按月、按季度、按问题或关键词打包、按效果付费、一次性诊断、按月订阅的监测工具。判断贵不贵，问清交付什么、怎么量、页面和账号归谁、怎么退出。
- [GEO 术语表：AI 搜索优化常用词，一句话说清](https://www.citespot.si/glossary/): GEO（生成式引擎优化）就是让 AI 回答问题时引用你的网页，AEO、LLMO、AI 搜索优化说的基本是同一件事。这份术语表用一两句话讲清 28 个常用词，每条写明和最像的词差在哪。

### 指南
- [GEO 是什么？和 SEO 有什么区别](https://www.citespot.si/guides/geo-vs-seo/): GEO 是让 ChatGPT、Google AI 概览这类 AI 回答买家问题时找得到、愿意引用你的店。底子和 SEO 是同一套，多出来的是三件事：放行几家 AI 的爬虫、答案写成段落、换一种量法。
- [AI 是怎么挑店推荐的](https://www.citespot.si/guides/how-ai-picks-stores/): 带搜索的 AI 回答买家时会当场上网找：把问题拆成几次更细的搜索，从读得到的页面里挑能直接回答的段落，标上来源。你的店要先进得来、被收录，再有一段答得准的内容。
- [新页面多久能被收录、出现在 AI 回答里？](https://www.citespot.si/guides/how-long/): Google 官方说抓取要几天到几周，而且不保证收录。AI 回答没有哪家给过官方天数。我们分三种情况说：门槛几天修完，长尾问题通常几周，品类大词按月算。
- [什么是长尾问题，为什么小店有机会](https://www.citespot.si/guides/long-tail-questions/): 长尾问题是买家带着预算、用途、型号这些具体条件问的问题。问的人少，但离下单近；大品牌和泛泛的测评文常常答不到这么细，小店用一页带事实的回答就有机会被 AI 引用。
- [怎么查 AI 爬虫进不进得了你的独立站](https://www.citespot.si/guides/check-ai-crawlers/): AI 回答前要先读到你的页面。查三处：robots.txt 有没有挡检索爬虫，Cloudflare 这类 CDN 有没有拦，爬虫来了服务器回什么状态码。附真实命令和 Shopify 的改法。
- [Shopify AI 代理店面：店主该查哪几项](https://www.citespot.si/guides/shopify-agentic-storefronts/): Shopify 的 Agentic Storefronts 默认把符合条件的商品送进 ChatGPT、Gemini、Copilot 等 AI 渠道。该查三样：后台渠道开关、商品字段全不全、店铺政策写没写完。
- [怎么写一页 AI 愿意引用的回答](https://www.citespot.si/guides/write-answer-pages/): 一页只回答买家的一个具体问题：第一段直接给答案，参数和价格写成文字，数字带出处，缺点和不适合谁也写上，再配一张对比表和更新日期。文中有改前改后的示例。
- [怎么知道 AI 有没有推荐你：每周自己测](https://www.citespot.si/guides/track-ai-mentions/): 挑 20 个买家真会问的问题，每周用同样的问法问一遍 ChatGPT、Perplexity、Google、Gemini、Copilot，记下有没有提到你、引用了哪一页。看几周的比例，不看一张截图。
- [llms.txt 对独立站有没有用](https://www.citespot.si/guides/llms-txt/): 截至 2026-10-08，没有一家主流 AI 搜索官方说回答时会读网站的 llms.txt，Google 还明说用不上。它成本很低，Shopify 已经自动生成，可以放，但别指望它单独改变 AI 的回答。
- [结构化数据对 AI 回答有没有用](https://www.citespot.si/guides/structured-data/): 结构化数据能让 Google 结果显示价格、库存和星级，但 Google 说 AI 回答不需要专门标记，微软说它不保证被引用。Shopify 主题多半已输出商品标记，用 Rich Results Test 一查便知。
- [Reddit 和 YouTube：怎么做才不算刷](https://www.citespot.si/guides/reddit-youtube/): AI 回答买家问题时，常引用别人家的讨论、视频和测评。去 Reddit、YouTube 露面可以，但要用真实身份、回答已有的问题、写明你和品牌的关系、守各版规则，不开小号，不换号发同一套说法。
- [怎么挑 GEO 服务商，合同里写什么](https://www.citespot.si/guides/choose-geo-provider/): 先看对方承诺什么：承诺排名、上榜率、几天见效的，往后放。再问清做什么、怎么量、你能不能自己复测。合同写明范围、交付物、量法、只追踪不承诺的指标、退出和退款、页面和账号归谁。

## English

- [GEO for independent stores: get cited by ChatGPT · CiteSpot](https://www.citespot.si/en/): CiteSpot does white-hat GEO (generative engine optimization) for independent online stores on Shopify, WooCommerce or custom builds. Start with a free check.
- [Free GEO audit: can AI reach and cite your store?](https://www.citespot.si/en/check/): Two free options: run our open-source geo-score yourself for a 0 to 100 score, or send us your store URL and get a quick review from a person within 48 hours.
- [How we do GEO for online stores: four steps](https://www.citespot.si/en/method/): Fix access, write one answer page per real question, take part honestly where AI looks, measure on a schedule. What each step delivers and what we need from you.
- [GEO service pricing: public, billed quarterly](https://www.citespot.si/en/pricing/): Diagnosis from US$1,190. Quarterly service from US$2,990 a quarter or US$11,690 a year. Managed from US$7,790 a quarter. Prepaid by quarter, stop with 30 days notice.
- [GEO results and data: what we can show you](https://www.citespot.si/en/proof/): Our own product got 43% of visitors from AI engines after four weeks of GEO, plus a public 324-site leaderboard. Every number sourced, with its limits.
- [White-hat GEO: what we won't do, and why](https://www.citespot.si/en/white-hat/): Link buying, keyword-swapped pages, fake accounts, undisclosed paid posts, expired domains, click farming, ranking promises: what each means and the rule behind it.
- [China's AI assistants: Doubao, DeepSeek, Yuanbao](https://www.citespot.si/en/china-ai/): If you also sell in China, we can cover Chinese AI assistants too. They favour different sources, so the work differs. How it works and what we won't do.
- [Guides: getting your store into AI answers](https://www.citespot.si/en/guides/): Plain guides for independent store owners: how AI picks stores, letting crawlers in, writing pages AI can quote, timing, and choosing a provider.
- [About CiteSpot](https://www.citespot.si/en/about/): CiteSpot is Jianrun Tech's white-hat GEO service. Our founder spent eleven years at Amazon, Shopee and Coupang and wrote the open-source geo-score.
- [Privacy notice](https://www.citespot.si/en/privacy/): What this site collects, why, who receives it, how long it is kept and how to ask for deletion. Only what you type into the form, plus which site sent you; no analytics or ad tracking.

### By store type and common questions
- [GEO for Shopify stores: how to get cited by ChatGPT](https://www.citespot.si/en/shopify-geo/): GEO for a Shopify store: check robots.txt, Agentic Storefronts product data, theme markup and JavaScript-only content, then write one page per shopper question.
- [GEO for WooCommerce and WordPress stores: what to check and fix](https://www.citespot.si/en/woocommerce-geo/): GEO for WooCommerce: check the robots.txt crawlers get, two visibility switches, Cloudflare's AI bot settings and server-rendered text, then write answer posts.
- [GEO for B2B manufacturers and exporters: get cited by AI](https://www.citespot.si/en/b2b-geo/): Buyers ask AI which factory has the right certificate, MOQ and lead time. GEO for manufacturers puts those answers on your own site, in text buyers can verify.
- [How much does GEO cost? Pricing models explained](https://www.citespot.si/en/geo-cost/): GEO has no standard price. The six common pricing models, what each buys you, what drives the cost, and four questions that show whether a quote is reasonable.
- [GEO glossary: AI search terms in plain words](https://www.citespot.si/en/glossary/): GEO (generative engine optimization) is the work of getting your pages cited in AI answers; AEO, LLMO and AI SEO name the same work. 28 terms in plain words.

### Guides
- [What is GEO, and how is it different from SEO?](https://www.citespot.si/en/guides/geo-vs-seo/): GEO gets your store cited when ChatGPT, Google AI Overviews or Perplexity answer a shopper. Most of the groundwork is SEO. Three parts are new.
- [How AI assistants decide which stores to mention](https://www.citespot.si/en/guides/how-ai-picks-stores/): AI assistants search live, split questions into narrower searches and quote pages they can read. What decides if your store is picked, and what you control.
- [How long until a new page shows up in Google and AI answers?](https://www.citespot.si/en/guides/how-long/): Google says crawling takes a few days to a few weeks, with no guarantee. No AI company publishes a timeline. What to expect, and what you can do meanwhile.
- [Long-tail questions: why small stores can win them](https://www.citespot.si/en/guides/long-tail-questions/): Long-tail questions come with a budget, use case or model attached. Few people ask each one, but they are close to buying, and big brands rarely answer them.
- [Can AI crawlers reach your store? How to check](https://www.citespot.si/en/guides/check-ai-crawlers/): AI assistants have to read your pages before they can cite them. Check robots.txt, your CDN's AI bot settings and the status code a crawler gets. Real commands.
- [Shopify Agentic Storefronts: what store owners should check](https://www.citespot.si/en/guides/shopify-agentic-storefronts/): Shopify sends eligible products to ChatGPT, Gemini, Copilot and Meta by default. Check three things: your Agentic settings, product data and store policies.
- [How to write a store page that AI answers will quote](https://www.citespot.si/en/guides/write-answer-pages/): One real shopper question per page: answer first, specs and prices in text, sourced numbers, honest downsides, a comparison table and a dated update line.
- [How to check whether AI recommends your store](https://www.citespot.si/en/guides/track-ai-mentions/): Ask the same 20 buyer questions every week in ChatGPT, Perplexity, Google, Gemini and Copilot, and log mentions and citations. One screenshot proves nothing.
- [Does llms.txt matter for an online store?](https://www.citespot.si/en/guides/llms-txt/): As of Oct 8, 2026, no major AI search engine says it reads your llms.txt, and Google says it ignores it. Cheap to add, but don't expect it to move AI answers.
- [Does structured data help with AI answers?](https://www.citespot.si/en/guides/structured-data/): Structured data puts prices, stock and stars in Google results, but Google says AI answers need no special markup. What each type does, and how to check yours.
- [Reddit, YouTube and AI answers: how to take part honestly](https://www.citespot.si/en/guides/reddit-youtube/): AI answers lean on forums, videos and review sites, not just your store. How to show up there: real identity, real questions, disclosed ties, no sock puppets.
- [How to choose a GEO provider and what the contract should say](https://www.citespot.si/en/guides/choose-geo-provider/): Red flags (promised rankings, unlabeled paid posts, link buying), questions to ask, and six contract clauses that keep a GEO provider honest and measurable.

## 开源

- [geo-score](https://github.com/jianruntech/geo-score): 免费的 AI 可见度量表和命令行工具，MIT 协议。