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
- 91% of Founders Are Increasing PLG Investment. 66% Don’t Track Activation.
Product-led growth is the consensus bet for 2026. The problem: most teams pouring budget into PLG have no idea whether their product actually activates users. That’s not a strategy. That’s wishful distribution. - Your AI Agent Doesn’t Need More IQ. It Needs a Control Panel.This week’s wave of “agent control planes” is the loudest signal yet: if your AI product doesn’t make budget, scope, and identity visible in the UI, you’re building an unbuyable liability.
- 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.
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.