I vibecoded an open-source CLI to measure how often your brand shows up in AI responses

sharing something I built that might be useful here.

It's an open-source CLI tool called AI SOV Analyzer. The idea: AI models like ChatGPT are increasingly where buyers discover products. This tool lets you measure how often your brand shows up in AI responses vs your competitors basically "Share of Voice" but for AI.

Free to run (works with Ollama locally or free-tier APIs)

Apache 2.0 open source

Outputs a clean breakdown: presence rate, recommendation rate, missed prompts

GitHub: https://github.com/neerajkumar-n/IQ
Just fork it and give it a spin, if you guys want a UI - will be happy to build one.

Happy to answer questions if anyone wants to try it!