NiubiGEO

Meet NiubiGEO

NiubiGEO helps product teams examine how AI assistants understand their offering. Users start with a website, app, or project address and confirm a product profile before requesting a visibility report. The report compares model responses, identifies competing products, and records available sources so teams can inspect the evidence behind its findings.

The service looks at whether a brand is mentioned, how accurately it is described, and which questions expose missing information. Human review helps prioritize improvements, with optional testing and publishing services available afterward. An open-source project supports self-hosted visibility monitoring. The workflow is intended to guide clearer product information and further testing; it does not guarantee a recommendation from any model.