Mantasaur is an AI analytics platform that shows how the world's leading LLMs; ChatGPT, Claude, Gemini, and Perplexity perceive, categorize, and recommend brands in real time. When consumers ask AI "what's the best product for X," most brands have no idea whether they're being recommended, ignored, or miscategorized. Mantasaur makes that visible. Users paste any URL and receive an AI Perception Audit in under 60 seconds — covering identity synthesis, competitive positioning, trust signals, and a prioritized action plan to improve how AI sees their brand. The platform serves two core audiences: e-commerce merchants (primarily Shopify store owners) who are losing AI-driven shopping traffic without knowing it, and SaaS founders and teams whose competitors are being recommended over them due to better-structured data — not better products. Mantasaur tracks 24+ decision factors across 3 intelligence categories, classifying each brand on a spectrum from Ghost (completely invisible to AI) to Authority (the market's default answer). Every audit includes specific, implementable fixes to optimize for LLM's.