COSGEO 妆引面向美妆产业链做一件事：让真实企业事实更容易被 AI 抓取、理解、匹配和核验，并用同口径复测判断变化。我们不承诺固定排名、推荐或成交。COSGEO helps real beauty value-chain facts become easier for AI to crawl, understand, match and verify, then measures change with like-for-like re-testing. We do not promise fixed ranks, recommendations or sales.
覆盖代工、包材、原料、设备、品牌与外贸服务，按真实买家、品类与合规口径建立问题库。Covering OEM, packaging, ingredients, equipment, brands and export services with buyer- and category-specific query sets.
同时记录出现率、官网地址准确性、竞品、信源和上下文原因；按约定周期同口径复测。Track mention rate, official-domain accuracy, rivals, sources and context, then re-test like for like.
绝不编造持证、产能或客户背书；公开事实要真实、具体、相互一致且可核验。No fabricated certificates, capacity or endorsements; public facts must be true, specific, consistent and verifiable.
做配方、膏体、成品代工。让海外品牌在找代工伙伴时，AI 把你列进来。Formula and finished-product makers — get listed when brands seek partners.
做瓶、罐、管、泵头、软包。让买家找包材供应商时，AI 精准命中你。Bottles, jars, tubes, pumps, pouches — get matched on packaging queries.
「AI 正成为海外买家研究供应商的新入口。企业真正要做的，不是寻找一次性的排名技巧，而是把可验证的能力建设成机器和买家都能理解的公开事实。」"AI is becoming a new supplier-research entry point. The durable work is not a one-off ranking trick, but turning verifiable capabilities into public facts both machines and buyers can understand."
— COSGEO 妆引