Our advanced AI system combines web scraping, natural language processing, and intelligent analysis to surface validated startup opportunities from real customer feedback.
We automatically search across 12+ trusted platforms to find authentic customer complaints, feature requests, and unmet needs. Our scraping engine targets high-signal sources where real users share genuine feedback.
AI builds targeted search queries based on your industry focus and preferences.
Tavily API performs comprehensive searches across all platforms simultaneously.
Extract and parse customer feedback, complaints, and feature requests.
Identify recurring problems and validate market demand signals.
Powered by state-of-the-art language models and intelligent context management
Anthropic's most advanced AI model delivers nuanced problem analysis, context-aware recommendations, and intelligent solution generation with Claude Haiku 3.5 as backup.
Maintains conversation history and user profile to provide increasingly personalized recommendations.
Automatically identifies industries and problem domains from conversations to focus searches.
Distinguishes between new problem requests and clarifying questions to optimize search efficiency.
Verifies market demand by cross-referencing problems across multiple platforms and user segments.
Filters opportunities based on your budget, time, skills, and unfair advantages for actionable suggestions.