MentionDesk

Lorelight is an AI brand monitoring platform that enables communication professionals to track, analyze, and optimize their brand's presence across major AI platforms such as ChatGPT, Claude, Gemini, Meta, Deepseek, and Mistral. By creating a brand project, users can automatically set up monitoring, identify key competitors, and deploy smart prompts tailored to their industry. Lorelight provides share of voice analytics to measure a brand's weighted share compared to competitors in AI-generated responses, utilizing an inverse rank formula to prioritize top mentions. It also offers AI sentiment analysis to understand how AI portrays a brand, positive, negative, or neutral, with context. Users can discover organic mentions of their brand in AI conversations they didn't initiate, gaining insights into their competitive positioning.

Gumshoe AI is a platform designed to help brands monitor and enhance their presence in AI-generated search results across leading models like ChatGPT, Google Gemini, Claude, and Perplexity. It offers features such as Brand Visibility, allowing users to learn how often their brand is mentioned across relevant topics in AI search; Competitive Rank, to see how they stack up against competitors across topics and models; Persona Visibility, to assess performance across different buyer personas; Topic Visibility, to evaluate performance across a broad set of topic areas; Model Visibility, to understand which models mention their brand the most; and Cited Sources, to view top cited sources by AI models, informing content strategy. Gumshoe's platform generates thousands of conversations with AI models, enabling marketers to see exactly how their brands are presented and what sources are cited, compare their standing against competitors, and track their "share of LLM".