Brands are quietly disappearing from

Brands are quietly disappearing from AI answers, and most of them have no idea. So I built something to make it visible.

It is a dashboard that shows how a brand turns up across ChatGPT, Gemini and Perplexity, both where it earns a mention and where it pays for one. You get share of voice per engine, the exact prompts you are winning or losing, and the source each model actually pulled from.

The part I enjoyed most was the architecture. The data layer sits behind a clean adapter, so PEEC.AI, Profound or Semrush slot in with a one-line swap. Mock data runs the demo for now, so the whole thing stands on its own.

React, TypeScript and Vite, with a dark console look and a light mode for good measure.