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Likhithleft a comment
Hey Product Hunt! I'm Likhith, the maker of Intent Engine. I built this because modern search and ad systems rely heavily on user tracking and behavioral profiling — which I find fundamentally at odds with privacy. Intent Engine takes a different approach: extract intent from the query itself, not from who's asking. The result is a system that understands what users want (structured goals,...

Intent EnginePrivacy-first, intent-driven search & ad matching engine
Intent Engine is a privacy-first, intent-driven system for intelligent search and ad matching. Extracts structured intent from queries with no user tracking. All processing is on-device with automatic session cleanup.
Features:
• 30ms intent extraction
• Privacy-preserving ad matching with fairness validation
• Campaign management, A/B testing & fraud detection
• GDPR-ready with differential privacy
• FastAPI + Redis + PostgreSQL
• Scales to 1,100 req/s with 3 replicas

Intent EnginePrivacy-first, intent-driven search & ad matching engine



