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
- You’re Designing Better Onboarding for AI Agents Than for Your UsersNew “AI agent workforce” platforms ship pristine, instrumented onboarding flows—for the agents. Meanwhile, human users still slog through bloated signup and activation. The priorities are backwards.
- Your Pricing Page Was Built for Google. AI Search Doesn’t Care.A new product category launched yesterday to track how brands appear in AI-generated answers. Most SaaS pricing pages aren’t built for that world. Here’s what you need to fix before it costs you.
- Figma Now Critiques Your Designs. So Why Is Your Onboarding Still Broken?Figma has introduced an AI-powered design critique feature that provides structured feedback on multi-frame prototypes. While this tool aims to enhance design fidelity, it primarily focuses on component-level issues, overlooking significant usability and conversion challenges within… Read more: Figma Now Critiques Your Designs. So Why Is Your Onboarding Still Broken?
- 88% Of AI Money Is Going to the US. Design Like You’re in the Other 12%.New funding data just confirmed what non‑US founders already feel: the AI boom is real, but not for you. If you’re outside the Valley, your only real lever is product quality, UX, and revenue discipline—not a fantasy mega-round.
- The EU Just Started Enforcing AI Transparency in Your UI. Are You Ready?The EU AI Act’s UI/UX transparency obligations entered active enforcement in June 2026. If your product uses AI to generate or assist interfaces — and your EU users don’t know — you’re not just behind on design. You’re a compliance liability.
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.