NiubiGEO

NiubiGEO is an open source, self-hosted AI brand visibility and competing product audit tool (GEO / AEO). - ** Enter a domain name **: Automatically discover brands, categories, competing products and keywords (based on site evidence, rather than generated out of thin air). - ** Execution after confirmation **: Generate a list of questions that real customers will ask. You will then call the AI vendor API after you confirm one by one, add or delete them. - ** Real API, BYOK **: Supports OpenRouter, OpenAI, Anthropic, Gemini, Perplexity, DeepSeek and any OpenAI-compatible interfaces; the key can be directly configured on the web page or filled in during installation. - ** Traceable reports **: Each conclusion is linked to a specific AI answer or citation source; it is confirmed that competing products are listed separately from "possibly related brands"; conclusions are explicitly refused when there is insufficient evidence. - ** Vendor native online search **: Can be switched on and off, and never send any search/ grounding tools when turned off. - ** Data is all on your box **: Reports, keys, draft audit plans, and form status are all persisted locally, supporting multi-browser synchronization; upgrades do not lose data. When keys are not configured, audits are explicitly blocked-this tool never generates false "analysis results."