Design That Drives Product Revenue for AI Startups
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.
Your Pricing Page Is Leaking Revenue. Find Out Why in 5 Minutes.
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.
CASE STUDY
Driving Growth with Design & AI: Inside the Aeonvis Digital Transformation
CASE STUDY
Democratizing Art Commerce: LettsArt’s Disruptive Platform Design
CASE STUDY
Jot’s AI-First Diary: Revolutionizing How the Next Generation Journals
CASE STUDY
Product Excellence for Newsrooms: Where Design Leads Innovation
Trusted by AI startup founders & design leaders at product-led SaaS companies
The brands and organizations we’re privileged to work with.
AI Startup Design Blog
- Apple Just Split the AI UX World in Two. EU Founders, Don’t Waste This Window.Apple’s new Siri AI turns apps into background agents – but it’s not coming to Europe yet. That delay is a gift and a trap for AI startup founders.
- The Platform Ate Your Product Category. Now What?OpenAI just announced a ChatGPT superapp redesign that bundles coding, agents, image generation, and partner services into one interface. If your AI startup lives in the same surface area, this is your wake-up call — not your death sentence.
- Your Free AI Agents Just Got an Expiry DateOpenAI’s Workspace Agents stop being “free toys” on July 6. If you don’t design for cost, your agents will quietly torch your runway and your customers’ trust.
- Claude Design Won’t Save Your Startup. Your Lack of Design Thinking Will Kill It.Anthropic just gave every founder the ability to generate prototypes and decks from a prompt. That’s not the threat designers feared — it’s actually a more dangerous trap for founders who confuse output with strategy.
- The Figma Agent Is Live. Your Design System Just Became Your Only Competitive Moat.Figma just dropped its design agent into beta. Founders who treat this as a speed cheat are going to ship beautiful junk. The ones who build with design system discipline first will actually compound.
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.