Lucid Engine

See and grow your store's visibility in AI.

What is Lucid Engine? Lucid Engine focuses on AI search visibility for e‑commerce brands, showing how often and how prominently a store is cited in answers from ChatGPT, Perplexity, and Google’s AI Overviews. It treats Generative Engine Optimization (GEO) as a measurable channel, combining AI visibility scoring, competitor benchmarking, and a prioritized fix list so teams can win more AI recommendations instead of guessing what models see. Key Features: AI Visibility Audit: Provides a baseline score that blends citations and prominence across ChatGPT, Perplexity, and Google AI, including separate sub‑scores for top‑position presence and citation quality by URL. Competitor Radar & Share of Voice: Maps which brands AI engines recommend instead, with share‑of‑voice charts that compare a brand against rivals like Nike, Adidas, or Gymshark across monitored prompts and engines. Action Backlog with P0/P1/P2 Priority: Translates visibility gaps into a clear backlog, flagging critical P0 issues such as missing product information or 404s, along with estimated impact percentages, so teams know what to fix first. Live Tracking & Alerts: Monitors strategic prompts daily and highlights when a brand drops out of the top three or when new competitors appear, with alerting designed for channels like Slack and dashboards showing volatility over recent model updates.