Not just another idea validator
MoatCheck goes deeper than generic AI analysis. We evaluate defensibility, find real competitors, and tell you if AI will eat your lunch.
7-Dimension MOAT Score
Network effects, switching costs, data advantage, cost advantage, regulatory/IP, brand, and technical IP — each scored 1-5 with real examples.
AI Disruption Risk
Will LLMs crush your idea? We evaluate if your moat can survive the AI revolution — the most important question in 2026.
Live Competitor Search
Real-time web search finds current competitors, recent funding rounds, and market news you didn't know existed.
Failure Pattern Matching
Your idea compared against real startups that tried similar things and failed. Learn from their mistakes before you repeat them.
Success Pattern Matching
Find proven winners with similar models. Understand what made them succeed and how to replicate those patterns.