NiubiGEO
Open-source AI visibility. Human-powered growth.
5.0•11 reviews•235 followers
Open-source AI visibility. Human-powered growth.
5.0•11 reviews•235 followers
NiubiGEO combines open-source AI visibility and competitor reports with human-powered product growth. See how AI describes your product, which competitors appear, and inspect original answers and sources. Arrange paid human AI testing, product trials, content creation and distribution through the official platform. Plan tasks and budgets with Growth Canvas, then retest AI visibility. Self-hosted software is free; API, hosting and services cost extra.
ChatGPT by OpenAI
I like the idea of having people test the answers directly. How do you handle differences between regions when the AI gives different results?
I'm interested in how NiubiGEO's open-source tools can help users verify AI search results. How can developers inspect the sources behind the results and validate their accuracy?
Being able to see the actual AI answers and their sources is really useful. It gives mare context than just showing a visibility score.
I like the open source angle here. Being able to self-host the software makes it easier to understand and control how the data is handled.
the "self-hosted core is free, testing marketplace and hosting cost extra" split is a smart way to open-source this without giving away the part that actually costs you money to run. how do you keep the free self-hosted reports honest when the same company also sells the paid human-testing layer, is there anything stopping the free tier's competitor comparisons from being tuned to make the paid retest-and-improve loop look more necessary than it is?