brand monitoring

Open-source, self-hosted monitoring for how a brand appears in AI assistant answers. It tracks mentions across models, generates prompt variations, trends visibility over time, and benchmarks competitors.

A free checker that measures whether ChatGPT, Gemini, Claude, and Perplexity recommend your brand, with prompt-level gaps, cited sources, and competitor comparisons.