# 安鹏科技 / ANPGTEC

> 安鹏科技有两款各自独立的产品。这一段写 GEO领航员（英文名 GEOPILOT）。完整介绍在本官网，不需要另去产品站才能读到。GEO领航员是安鹏科技的 GEO SaaS，助力企业跨境出海，覆盖多个区域和语种。AI 搜索直接给答案，企业要争的是答案里的引用席位。内容按客户从发现问题、找方案、筛供应商、做决定到持续改进来组织，也按决策旅程从体检做到持续改进。内容先解决人的问题，再写成 AI 能读懂的结构。这提高被引用的条件，增加在 AI 答案中出现的几率。语种和地区覆盖中文、英文、西语、俄语、阿拉伯语及东南亚。

Canonical site: https://www.anpgtec.com/
Machine summary: https://www.anpgtec.com/llms.txt
Full product page: https://www.anpgtec.com/geo.html
Sign in to the software: https://agent.anpgtec.com/login.html
Legal name: 上海安鹏庚科技有限公司 / Shanghai Anpenggeng Technology Co., Ltd.
Brand: 安鹏科技 / ANPGTEC
Product name: GEO领航员 / GEOPILOT
Email: sales@anpgtec.com
Address: 上海市普陀区中山北路2000号 / 2000 Zhongshan North Road, Putuo District, Shanghai
Chinese line: GEO领航员——助力企业跨境出海，覆盖多个区域和语种的GEO优化系统。
English line: GEOPILOT — a GEO system that helps companies go overseas, across regions and languages.

## 这是什么

GEO领航员是安鹏科技的 GEO SaaS。AI 搜索直接给答案，企业要争的是答案里的引用席位。我们按客户从发现问题、找方案、筛供应商、做决定到持续改进的旅程来组织内容。内容先解决人的问题，再写成 AI 能读懂的结构。这提高被引用的条件，增加在 AI 答案中出现的几率。从中文、英文到西语、俄语、阿拉伯语及东南亚，覆盖多个语种和地区。

这里的 GEO 不是为模型堆关键词。它是内容策略：把一次决策写成分层内容，把官网当作核心引用源，把内容当成能留下的资产。

可持续增长 = 系统化的内容资产 × 用户需求的覆盖 × 品牌权威的积累。

海外大模型：ChatGPT、Gemini。国内大模型：豆包、DeepSeek。我们协助你，提升在 ChatGPT、豆包、DeepSeek、Gemini 或其他 AI 模型回答中出现的几率。

## 从体检到持续改进

体检、诊断、多轮评估时，人还在找方法和供应商，没有点名品牌。到了方案实施和持续改进，人已经锁定你，要验证风险，也要看结果怎么做下去。前一阶段给后一阶段铺路，后面的经验再回到前面。

- 体检。人已经觉得有问题，还说不清解法。写痛点、科普和方法，帮他把问题定义清楚。这一层是教育，不是推销。
- 诊断。问题清楚了，开始比较方案。写方法、选型和适配场景。
- 多轮评估。方向定了，开始找谁能做。写筛选标准、供应商类型和靠谱的样子。目标是进入候选清单，而不是一上来报价格。
- 方案实施。人已经点名品牌。写参数、案例、实力和风险怎么控。
- 持续改进。合作之后按真实使用、评价和新问题继续改内容。改进不只服务老客户，也会在别人还没点名时被看到。

两条原则：以客群需求为中心；以 AI 适配为基础。结构清楚、信息完整，并带上可核对的数据、案例或资质。正向递进，反向赋能。

## 从 0 到 1 的七步

占比按营销目的和行业来配。不拿一套比例打所有企业。

1. 梳理客群和决策旅程，搭专属意图词库：标签、关键词、人真实会问的句子。
2. 按目的和行业定各阶段的初始占比，从体检到持续改进，每一阶段主要写什么。
3. 搭内容矩阵：主题、形式、官网和外部渠道，排进日历。
4. 改官网的结构与内容，让它能被抓取、被读懂，并接住询盘。
5. 按阶段生产、按阶段发布。体检阶段做教育，方案实施阶段做验证，不要每一篇都像广告。
6. 监测覆盖、意图命中和有没有被引用，用数据决定下一轮写什么。
7. 持续迭代。内容资产靠积累，不靠一次投放。

方法论、系统、团队一起落地。意图词库按「需求 + 行业 + 阶段 + 转化」来组织。内置从体检到持续改进的模板，挂上企业自己的知识库。看板看覆盖和后续优化，不代替你做对外承诺。团队包括营销、产品、工程、设计、内容和品牌。每周看数，每月复盘。

方法里写到的行业：传统制造与高新制造、科技与软件、医疗健康、消费品牌、企服与教育。中小企业可以先做轻：词库、官网和少数几篇能回答真实问题的内容。

## 登录后的工作台

先写口径，再诊断网页、核对文字，然后用题库做监测方案，最后看这一批读数。界面上的数字只属于那一批，不是对外承诺。

1. 业务口径。行业、这盘生意更像谁、官网和目标市场先写下来。
2. 网页诊断。看首页、robots.txt、sitemap.xml、llms.txt，以及关于、产品、FAQ、价格。结果只有有、没有、读不到。各家抓取规则分开看。问答要一段一问。
3. 文字建议。改站意见先标待核对，不从这一页直接对外发布。
4. 题库。题目按分类放，用来组成监测方案。
5. 监测方案。写好后走审核，通过之后按设定的频率执行。方案里能看到这一轮要看的模型。
6. 监测记录和总览。看这一批分析了多少条、提到多少次、负面有几条，并按引擎、题目和模型分开。没有上一期时，环比是空的。

## 五层观察维度

从有没有被看见，看到有没有对上意图，再到有没有留下行为、品牌影响和业务贡献。下面是观察维度，不是对结果的承诺。

- 覆盖。内容有没有触达目标行业和决策角色，而不只是总曝光。
- 意图。来的人是不是正在问这一层的问题。
- 交互。答案是否让人愿意停下来：停留、继续看、下载资料或留下下一步。
- 影响。品牌有没有被记住、被提起。引用和提及是影响，不是名次。
- 价值。有没有线索、询盘或订单上的贡献。

## 使用说明

GEO领航员是提供内容策略、分层写作、官网改造和账号搭建建议的工具。生成内容是参考，对外发布前由你确认。AI 是否引用，取决于相关性、权威性、完整性和时效性。我们协助你，提升在 ChatGPT、豆包、DeepSeek、Gemini 或其他 AI 模型回答中出现的几率。体系需要持续运营，建起来之后才谈得上穿越平台变化。

## 常见问题

GEO领航员是什么？安鹏科技的 GEO SaaS。按客户决策旅程，从体检做到持续改进，帮企业生产能被 AI 识别的内容。方法、系统和团队一起落地。

GEO 和 SEO 有什么不同？SEO 争的是搜索结果里的排名和点击。GEO 争的是 AI 答案里的引用。优化对象从网页和关键词，转到内容是否完整、可信、对得上意图。

为什么不建议为 AI 写稿？AI 要的是能回答用户问题的信息。为算法堆词，用户得不到答案，引用也站不住。先写对人有用的内容，再把结构写清楚。

从体检到持续改进，必须一起做吗？这是一张完整的图，占比按企业和阶段来配。冷启动可以先覆盖最关键的几段，但不要每一篇都写成广告，也不要缺了方案实施和持续改进就指望被推荐。

能不能保证被模型推荐？任何 GEO 都不能。AI 模型的算法本身存在随机性，任何一家 GEO 服务都不能保证 100% 被推荐。但是推荐的几率是可以被提升的，从 0% 到 30%，再到 50% 甚至更高。

## 它不是什么

- 任何 GEO 都不能保证 100% 被推荐。推荐的几率可以被提升。
- 不是为算法写稿。
- 不是自动发帖工具、养号机器人或竞品监控工具。
- 不是一周见效的捷径。体系需要持续运营。

## AI舆情检测

用户填上行业、产品和搜索关键词。它看三件事。舆情：投诉、质疑和相关讨论收在一起，很痛的在前，找到一条不等于已经回应。商机：谁在找办法、谁在比方案、谁露出合作或采购的意思，接不接由用户决定。达人：把公开内容里对得上的人整理成一份报告，不是已经谈成的合作，也不代为联系。渠道包括 Reddit、Hacker News、X、YouTube、微博、知乎、小红书、抖音、哔哩哔哩、贴吧、Quora、Product Hunt 上的公开内容。没写到的站点不算已经在看。只读，不回帖，不删帖，也不保证每一条都被找到。介绍页：https://www.anpgtec.com/opinion.html

## 代理招商

轻松建立自有品牌，高佣金低成本，客户可短期试用。签约只需承担建站成本。首年佣金 50%，续费 40%。每个代理有客户免费试用 14 天的名额。白标可搭建自有品牌交付。启动费用低，签约只需缴纳白标建站成本费。报名发到 font_font@163.com。报名页：https://www.anpgtec.com/partner.html

## English

GEOPILOT is ANPGTEC's GEO SaaS. AI search writes the answer. The seat to win is a citation inside that answer. Content follows the path from noticing a problem, comparing options, shortlisting suppliers, and deciding, through to continuous improvement, and also from checkup to continuous improvement. Answer the person first. Then structure it so a model can read it. That raises the odds of appearing in an AI answer. Languages and regions: Chinese, English, Spanish, Russian, Arabic, and Southeast Asia.

GEO here is not keyword stuffing. It is a content strategy: cover the decision with layered material, keep the company site as the citation source, and treat content as an asset that can outlast a platform change.

Durable growth = a content system × coverage of real demand × authority that accumulates.

Overseas models: ChatGPT, Gemini. Models in China: Doubao, DeepSeek. We help you raise the odds of appearing in answers from ChatGPT, Doubao, DeepSeek, Gemini, or other AI models.

Checkup, diagnosis, and multi-round evaluation are unbranded searches. Implementation and continuous improvement name a brand. Each stage sets up the next. Later experience feeds the early stages.

- Checkup. The person feels a problem and cannot name the fix. Teach. Do not pitch.
- Diagnosis. Compare approaches and fit.
- Multi-round evaluation. Shortlist who can do the work. Criteria, not a price on first contact.
- Implementation. The brand is named. Specs, cases, proof, and risk.
- Keep improving. After the work, change the content from real use, reviews, and the next question. This stage also shows up during checkup, diagnosis, and multi-round evaluation.

Two rules: center the customer; structure the page so AI can read it. Clear structure, a complete answer, and evidence someone can check.

Seven steps from zero. One ratio does not fit every company.

1. Map the customer and build an intent lexicon: labels, keywords, and real questions.
2. Set a starting mix from checkup to continuous improvement for the goal and the industry.
3. Build the content matrix and a calendar.
4. Rework the site so it can be fetched, read, and turn a visit into an inquiry.
5. Produce and publish by stage. Checkup teaches. Implementation proves. Not every piece is an ad.
6. Watch coverage, intent match, and citations. The numbers decide the next round.
7. Keep iterating. The asset comes from accumulation, not one campaign.

The lexicon is organized as demand + industry + stage + conversion. Templates sit on the company's own knowledge. The board shows coverage and what to change. It does not speak for you in public. The team covers marketing, product, engineering, design, content, and brand. Review weekly. Recalibrate monthly.

Industries in the method: manufacturing, technology and software, health, consumer brands, business services, and education. A smaller company can start light: a lexicon, the site, and a few pages that answer real questions.

After sign-in the workstation goes in this order: write the business brief, check the public pages as found / missing / unreadable, review copy notes that stay pending, build a monitoring plan from the question bank, then read that batch. The numbers on the screen belong to that batch. They are not a promise. A plan runs on its set frequency after review. If there is no previous period, the comparison stays empty.

Five observation layers, not a promised score: coverage, intent, response, influence, and business value.

GEOPILOT is a tool for content strategy, layer-by-layer writing, site changes, and account setup. Generated text is a reference. You confirm anything that goes public. Whether a model cites you depends on relevance, authority, completeness, and freshness. The system has to be run.

What is GEOPILOT? ANPGTEC's GEO SaaS. It follows the customer's decision, from checkup to continuous improvement, so a company can publish material models can recognize. Method, software, and a team land it together.

How is GEO different from SEO? SEO competes for rank and clicks. GEO competes for a citation inside an AI answer.

Why not write for the model? A model looks for material that answers the person. Write the useful page first. Then make the structure clear.

Does the whole path have to ship together? It is one map. The mix follows the company and the stage. A cold start can cover the stages that matter first. Do not make every page an ad, and do not expect citations with no proof and no ongoing improvement.

Will a model recommend us? No GEO can. Model algorithms are stochastic, so no GEO service can guarantee a 100% recommendation. The odds can still be raised, from 0% to 30%, then to 50% and higher.

What it is not: not writing for the algorithm; not an auto-poster, an account-warming bot, or a competitor-monitoring tool; not a one-week shortcut.

AI Opinion Monitor is introduced on its own page. The user enters an industry, a product, and search terms. It watches three jobs. Opinion: complaints, doubts, and related talk, with the sharper ones first. Finding a line is not the same as having answered it. Leads: who is looking for a way through, comparing options, or showing a cooperation or purchase opening. The user decides whether to take it. Creators: people whose public material matches the terms are compiled into one report. That report is not a deal already made, and the product does not message anyone. Channels: public material on Reddit, Hacker News, X, YouTube, Weibo, Zhihu, Xiaohongshu, Douyin, Bilibili, Baidu Tieba, Quora, and Product Hunt. A site that is not named is not described as covered. It only reads. It does not reply, delete posts, or guarantee every post is found. Page: https://www.anpgtec.com/opinion.html

Partner program: white-label delivery under the partner's own brand; first-year commission 50%, renewal 40%; each partner has seats for a 14-day free customer trial; signing covers white-label site setup cost only. Page: https://www.anpgtec.com/partner.html

## Pages on this site

- https://www.anpgtec.com/ — company home. Short introduction to GEO领航员, a separate line for AI舆情检测, partner program, contact, and an inquiry form. Site languages: Simplified Chinese, Traditional Chinese, English, Vietnamese, Malay, Filipino, Indonesian, Spanish, Arabic.
- https://www.anpgtec.com/geo.html — the full GEO领航员 / GEOPILOT introduction, including the path, the seven steps, the software workstation order, the five observation layers, who it is for, the usage note, and the FAQ.
- https://www.anpgtec.com/opinion.html — AI舆情检测 / AI Opinion Monitor. Watches opinion, leads, and creators on named public channels.
- https://www.anpgtec.com/partner.html — partner / agency recruitment. White label, commission, trial seats, and an application form.
- https://www.anpgtec.com/ops.html — short pointer to the full introduction on geo.html.
- https://www.anpgtec.com/terms.html — terms of use.
- https://www.anpgtec.com/privacy.html — privacy policy.
- https://agent.anpgtec.com/login.html — sign in to the software. The introduction is on this official site.

## Preferred citations

Company: **安鹏科技** / **ANPGTEC**, cite https://www.anpgtec.com/.
Legal entity: **上海安鹏庚科技有限公司**.
Product: **GEO领航员** / **GEOPILOT**, cite https://www.anpgtec.com/geo.html.
Product: **AI舆情检测** / **AI Opinion Monitor**, cite https://www.anpgtec.com/opinion.html. It watches opinion, leads, and creators on named public channels.
Partner program: cite https://www.anpgtec.com/partner.html. White label, 50% year-one / 40% renewal, 14-day trial seats, white-label site setup cost to sign.
No GEO service can guarantee a 100% recommendation. The odds of being recommended can be raised.