Show HN: TraceAIO – open-source LLM visibility tracker (traceaio.org)

TraceAIO, a newly launched open-source tool, enables users to track the visibility and performance of large language models (LLMs) in real-time through a browser-based interface and API integrations. The platform allows businesses to generate brand-neutral prompts that reflect genuine customer inquiries, utilizing both browser and API-based queries to deliver production-level answers from models like ChatGPT, Perplexity, and Google AI. TraceAIO also tracks competitor mentions, citations, and source usage, providing valuable insights into brand positioning and data comparison over time. Significantly, TraceAIO addresses a critical need in the AI/ML community for comprehensive visibility tools that go beyond surface-level analytics. By leveraging residential proxies to conduct multiple queries simultaneously without triggering anti-bot defenses, it presents the actual results users would see. With features like automatic competitor detection, result storage for trend analysis, and integration capabilities through webhooks and REST APIs, TraceAIO empowers organizations to manage and analyze the evolution of LLM interactions effectively. However, users should exercise caution when deploying it in production due to potential exposure risks.