NiubiGEO

NiubiGEO 是什么

NiubiGEO 是一款开源、支持自托管的 AI 品牌可见度检测工具。它通过模型 API 查看 AI 如何介绍你的产品、回答中还出现了哪些品牌，以及附带了哪些引用来源，方便你了解产品在 AI 回答中的呈现情况。

NiubiGEO 目前支持 Docker，收费方式为「开源免费」。安装前建议先到官方渠道确认最新的系统要求与授权条款。

主要功能

• How AI sees your product. What does it call your brand, and what does it think you do? Do different models agree?
• Who else appears. Which products does each model associate with yours? Do you or your competitors appear in keyword tests?
• Which words it associates with you. Compare the keywords models connect to your brand and other products to find differences worth investigating.
• Where the results come from. Inspect original answers, returned citations and changes across repeated tests.

功能介绍与安装命令摘录自项目官方 README，最新用法以官方文档为准。