At the start of product development, most teams are operating without real insight. Critical decisions around features, positioning, and UX are made before there’s a clear understanding of what customers actually want. By the time full-scale research happens, the roadmap is already locked and major investments are underway.

We’re changing that.

We’re introducing AI User Bots: interactive agents that reflect real customer perspectives, segmented by age, lifestyle, and behavior. Want to know how a 22-year-old stay-at-home mom might respond to your cooking app? Just ask. The bot replies immediately, drawing from behavioral data we’ve gathered across that segment.

These bots evolve. As you ask more questions, we refine the profiles and conduct targeted research to keep their responses grounded and current. Your early decisions stay rooted in real patterns, not assumptions.

The prototype is built and tested. We’re now looking for a partner to pilot these agents and help bring this capability to scale. If you’re interested, we’d love to connect.