Design for AI Founders Who Care About Revenue, Not Just Aesthetics
Rapid, metric-driven design for founders building AI/ML products. From concept to market-ready in weeks, not months.
Most design agencies optimize for aesthetics. We optimize for traction. Poplab partners with AI-first startup founders to design products that acquire users, accelerate retention, and drive revenue—by compressing design cycles from months to weeks.
Rapid Iteration
Design sprints fit your product roadmap, not agency timelines. Prototype and validate in 5 days. Iterate, launch, and learn faster.
Metric-driven Design
We optimize for activation, conversion, and retention—not just aesthetics. Every design decision is mapped to your product and business KPIs.
Founder-first Partner
Built by founders, for founders.
Fluent in user psychology, unit economics, GTM velocity, and revenue design.
We embed with your internal team, not just deliver a deck.
Trusted by AI startup founders & design leaders at product-led SaaS companies
The brands and organizations we’re privileged to work with.
Not Ready for a Call? Get a 90-Second UI Audit Instead
FlowAudit runs an AI-powered UX review on your worst-performing flow—signup, pricing, onboarding, or checkout—and hands you a prioritized fix list. No consultant. No kickoff call. No PDF that lives in a folder forever.
1 free audit. No credit card. Results in under 90 seconds.
AI Startup Design Blog
- ChatGPT Just Became Your Competitor’s Distribution Channel. Design Accordingly.
OpenAI didn’t build an ad platform. It built a trust layer between your users and your product — and it’s now selling slots in it. Here’s what that means for how you design, position, and acquire. - Your Moat Is a UX Problem, Not a Model ProblemInvestors in 2026 have one question before they take a first meeting: why can’t OpenAI ship this in two product cycles? Most founders are answering with tech. The right answer is product design.
- Your AI Agent Has No ID. That’s a Product Problem, Not a Backend Ticket.Arcade just raised $60M to solve AI agent authorization. Most founders are treating it as an engineering concern. That’s why their agents are getting killed in enterprise reviews — and why users don’t trust them.
Ready to Compress Your Design Cycle?
Let’s talk about your roadmap and how rapid, metric-driven design can save 8-12 weeks of dev time.