Elmo

Elmo provides comprehensive transparency into how various language models (LLMs) and search providers discuss your brand. Key features include: * Track brand mentions across diverse language models * Compare your brand's visibility against competitors * Analyze cited sources (websites, forums, social media) * Self-host with Docker Compose for full data ownership This platform allows you to monitor your prompts on any language model or search provider, giving you a clear picture of your brand's presence. You can easily benchmark your brand's visibility against competitors to identify opportunities for improvement. Elmo offers detailed breakdowns of which specific websites, Reddit threads, and other sources are cited by language models when discussing relevant topics. The system includes a powerful dashboard that displays current visibility scores, trends, and citation categories at a glance. You can filter visibility data by model, time frame, and custom tags, allowing for granular analysis of per-prompt visibility trends. Understand precisely where information originates with citation analysis that tracks new and dropped sources, categorizing them by brand, competitor, or social mentions. Designed for marketers, brand managers, and content strategists, Elmo helps you optimize your online presence where it matters most. Organize your prompts with full-text search and tagging for efficient management. By understanding how models perceive and reference your brand, you can refine your content strategy and maintain a competitive edge.