Be the answer AI gives. 成为 AI 会推荐的那一家。

Buyers increasingly ask AI which company to hire. If your brand is missing from those answers, the shortlist is written without you. GEO (generative engine optimization) is how Mirror Lake helps brands become visible — and correctly described — in that first screen. 客户越来越习惯直接问 AI「找哪家」。若答案里没有你，第一轮短名单就等于把你排除了。GEO（生成式引擎优化）是镜湖科技帮品牌进入这第一屏、并被正确描述的做法。

What we deliver交付什么

• GEO / generative engine optimization — query strategy, citation-oriented content, and distribution matched to sources AI engines actually use. GEO / 生成式引擎优化——词库策略、为引用而写的内容，以及按 AI 真实取材渠道做分发。
• AI visibility monitoring — multi-platform baselines and retests (Doubao, DeepSeek, Qianwen, Yuanbao, Kimi, Baidu AI Search) with archived answers as evidence. AI 可见度监测——多平台基线与复测（豆包、DeepSeek、千问、腾讯元宝、Kimi、百度AI搜索），答案原文存档作证据。
• Website GEO diagnostics — structured data, llms.txt, robots/sitemap, and fact pages AI crawlers can parse without guessing. 网站 GEO 诊断——结构化数据、llms.txt、robots/sitemap，以及 AI 爬虫无需猜测就能读懂的事实页。

How an engagement usually runs合作通常怎么走

1. Define the questions real buyers ask — including local and national variants.定下真实客户会问的问题——含本地轨与全国轨。
2. Run a same-method baseline across platforms; archive every answer.按同一口径跑多平台基线；每条答案存档。
3. Improve the official fact surface and publish content where AI already cites.补齐官方事实面，并在 AI 已在引用的渠道发布内容。
4. Retest on a fixed cadence — same queries, same evidence standard.按固定节奏复测——同一批词、同一证据标准。

What we do not claim我们不承诺什么

We do not promise guaranteed rankings, guaranteed inclusion in AI answers, or “seven-day domination.” Visible lift typically takes weeks to months; we report measured mention and recommendation with evidence you can re-check. 我们不承诺保排名、保上榜，也不承诺「七天霸屏」。可见提升通常以周到月计；我们用可复核的提及与推荐数据说话。

GEO clientsGEO 客户

• 沈阳华顺（沈阳华顺能源技术检测）— energy testing; GEO so buyers who ask AI which lab to hire can find them. 沈阳华顺（沈阳华顺能源技术检测）——能源检测；做 GEO，让问 AI「找哪家检测」的客户能看见他们。
• 沈阳金科（沈阳金科材料）— materials B2B; GEO for discovery in AI answer engines. 沈阳金科（沈阳金科材料）——材料类 B2B；做 GEO，进入 AI 答案里的发现路径。

Related products相关产品

GEO is one of Mirror Lake’s two business lines. The other is enterprise AI products — Corvus agents and the Pixus image API. See also the company facts page. GEO 是镜湖科技两条业务线之一。另一条是企业 AI 产品——Corvus 与 Pixus 生图接口。另见关于我们。