Hey Product Hunt! I'm the maker of NiubiGEO. Building a product takes work. Helping people discover and understand it takes another kind of work. We built NiubiGEO to connect AI visibility research with human testing and product promotion. Here's how the pieces fit together: 1. See the evidence. Use our open-source, self-hosted tool to see how AI describes your product, which competitors appear, and what sources are returned. Compare domain-based recognition with keyword tests that don't name your brand, and inspect the original answers. 2. Check real experiences. Arrange paid tests with people using actual AI websites or apps. Agree on the questions, platforms and available regions, and receive the answers, screenshots and test conditions. You can also arrange product trials and user feedback. 3. Put a promotion plan into action. Use Growth Canvas to organize tasks, audiences and budgets. Our services cover content creation, website publishing, and community and creator distribution. Review the agreed deliverables, then run follow-up AI tests to observe what changes. The Community Edition is free under Apache-2.0. You bring your own API key and cover API and hosting costs. Human testing and promotion are optional paid services arranged through our website. API observations and human web/app tests are labeled separately. We deliver agreed work and evidence; AI platforms independently decide what they recommend. NiubiStar supports the open-source project and provides the human network behind our services. We'd love your feedback: where do you get stuck today—understanding your AI visibility, reaching relevant users, or knowing what to do next? [Explore the platform](https://niubigeo.ai/) [Explore the code](https://github.com/Albert-Weaske...)

NiubiGEO

Open-source AI visibility. Human-powered growth.

Open-source AI visibility. Human-powered growth.