Show HN: TraceAIO – open-source LLM visibility tracker

Category: devtools

Tags: llm-monitoring, brand-tracking, open-source, docker, typescript

Score: 6.8/10 (Innovation: 6, Technical: 7, Documentation: 7, Utility: 7)

TraceAIO is an open-source tool that tracks how a brand is mentioned across major LLMs like ChatGPT, Perplexity, and Gemini by running real browser sessions and API calls. It automates prompt generation, competitor analysis, and provides a dashboard with MCP server integration for querying brand data from Claude, making it a practical and novel solution for brand monitoring in the age of AI-generated answers.

Target audience: backend devs, devops, marketing analysts

Repository: https://traceaio.org · TypeScript · Apache-2.0 · 7 stars

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