Layo provides a structured pre-launch feedback method that lets product teams run simulated customer trials before shipping features. The platform convenes personas built from real customer data—tickets, calls, NPS, and app reviews—to debate briefs and produce a single actionable decision. Teams receive a transcript and a verdict on rollout conditions, kill signals, or copy changes by Tuesday.
- Artificial Intelligence
- AI Agents
- Software Only
Funding
Founders
Product
Problem
Product teams typically discover how customers will react to a feature only after it has been shipped, making launch decisions a matter of guesswork. Waiting weeks for traditional research cycles delays fast-moving decisions and leaves teams blind to segment-specific churn risks, friction points, and adoption barriers until it is too late.
Solution
Layo provides a structured pre-launch feedback method that replaces guesswork with simulated customer trials. When a product brief lands, the platform opens a live forum where segment-specific personas—distilled from a company's own tickets, calls, NPS scores, and app reviews—debate the proposal in public. Personas argue, upvote, and issue churn warnings, with the loudest critic surfaced first for the team to review. What leaves the session is a full transcript and a single decision: a copy change, a rollout condition, or a kill signal, ready to ship by an agreed deadline.
Target Audience
Primary users are product managers and product teams at data-rich companies who need rapid, evidence-based feedback on feature decisions and cannot afford a multi-week research cycle.
Features
- Persona generation pipeline that distills synthetic customer profiles from proprietary data sources including support tickets, call recordings, NPS responses, and app store reviews
- Live, segment-specific debate rooms where personas interact with the brief and each other in real time
- Public argumentation mechanics with replies, upvotes, and segment-split analysis to surface dissent and churn risks
- Decision output format that produces a single actionable verdict—copy change, rollout condition, or kill signal—with an attached timestamp for execution
- Fast-feedback turnaround designed to deliver results within days, not weeks, for teams needing urgent validation