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)
I m exploring an idea and would love your feedback.
The problem:
A lot of us (especially people who live alone, moved away from family, or work remotely) struggle with loneliness or a lack of daily human connection. Making new friends as an adult has become harder, and journaling often feels too static or inconsistent.
