AEO

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.

Open-source, self-hosted CLI and platform for tracking how ChatGPT, Claude, Gemini, Perplexity, and local LLMs cite a site, with dashboards, API endpoints, MCP support, and reporting workflows.

Open-source BYOK telemetry for tracking how a brand appears in AI assistant answers. It generates topic-based prompts, runs them across multiple models with your own keys, detects mentions, and charts visibility, sentiment, and share of voice over time.