How Consumer AI Startups Can Build Data Products Around Real User Demand

As AI capabilities become increasingly accessible, consumer startups are looking beyond models and interfaces to build specialized data products that evolve around what users actually search for, request and need. The AI application market is moving into a phase where access to capable models is becoming less of a differentiator. ICONIQ’s 2026 State of AI…