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
- Episodic Design Is Killing Your Product’s Compounding Growth
Most AI founders hire designers for sprints and wonder why their product never develops a coherent system, a consistent quality bar, or design decisions that compound over time. The sprint model is the right tool for the wrong problem. Here is what continuous embedded design actually unlocks — and when the retainer model becomes the smarter commercial decision. - Most AI Products Do Not Fail at Building. They Fail at Launching.Founders spend months building the right product and two weeks preparing to launch it. Then they wonder why traction is slow. The launch is not a milestone you cross — it is a designed experience you build. Here is what a real 0-to-1 product launch requires, and why most AI startups skip the parts that matter most.
- You Are Running Growth Experiments on a Product You Have Never Actually AuditedMost AI founders optimize for acquisition before they have any idea where their product is leaking. They run experiments on broken flows, iterate on underperforming features, and burn budget on traffic that hits friction they never diagnosed. A design audit fixes the foundation before you scale the problem.
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.