Albert-Weasker/niubigeo

This page introduces an external open-source repository. It is not an HDATF product.

What it does

NiubiGEO tracks brand visibility and competitors in AI answers. Starting with a domain or keyword tests, it compares model responses and lets users inspect original answers, cited sources and changes across repeated tests.

How it helps ATF

LabChin could reference how it preserves original model answers and citations for comparative research notes. Its main purpose is brand visibility analysis, so the connection to research workflows is limited.

License

Apache-2.0 Permissive, with a patent grant. Commercial use is allowed; keep the notices and state your changes.

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Only repositories in the ranked Trendshift lists are included, and the lists are used only to find candidates. We do not copy their ranks. Descriptions, licenses and star counts come from each GitHub repository. The notes are our own reading. We have not tested these projects, and a place on a trending list does not prove quality.