Lucid Engine

Lucid Engine is a Generative Engine Optimization (GEO) platform that measures how AI search engines like ChatGPT, Perplexity, and Google AI perceive and recommend your brand. It provides weekly monitoring, competitor share-of-voice tracking, root cause diagnostics for missing mentions, and a prioritized action backlog with estimated impact scores. Buyers already ask AI which tools to use. Paste your domain to see where you appear, where rivals win first, and which discovery prompts you are missing. Your free baseline shows where AI already replaces you with a competitor before a buyer ever clicks. See how often AI assistants mention your SaaS on category and comparison prompts. The platform provides ai visibility scoring, competitor share-of-voice, weekly monitoring among its primary features. Additional tools cover root cause diagnostics, prioritized action backlog, source intelligence. Key focus areas include ai, GEO, SEO, marketing, making it relevant across multiple marketing seo scenarios.