UX Growth: Key Findings
When digital products start to strain under growth, UX is often the first to feel it.
The app that worked fine at 100 users suddenly becomes cluttered at 10,000. Navigation starts to break down. New features pile up without a clear hierarchy.
That shift is frustrating and costly.
75% of users abandon apps due to poor UX, according to a study published on Researchgate, highlighting just how quickly design debt can turn into user churn when products outgrow their original interface.
Goji Labs, a product design and development studio, encountered this firsthand while building Gaido, a travel app designed to deliver curated, local experiences.
As the platform evolved, the challenge became about designing a system that could grow without overwhelming users.
The lessons from that process reflect a broader principle: UX decisions made early on shape whether a product can scale smoothly or whether it starts to unravel when complexity increases.
Quick listen: How to design UX that scales without breaking in under 2 minutes.
Design for Flexibility from the Start
Products that aren’t built with flexibility in mind become brittle as user needs and features evolve.
Too often, products are designed for launch, not longevity.
Interfaces are created around assumptions that haven’t been tested, and systems are rigidly built for how things work now, and not how they might need to work later.
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In Gaido’s case, the initial product concept centered on structured itinerary planning.
But once user interviews and usability tests began, a different pattern emerged: travelers didn’t want rigid schedules; they wanted flexibility.
They wanted to discover interesting places and loosely organize their plans, not lock in every hour.
This insight led to a major pivot. Instead of building a dense itinerary tool, the team created a lighter planning interface modeled after a Pinterest board.
This allowed users to save and group their favorite places at their own pace.
To support future growth, Goji Labs also implemented a modular design system using reusable UI components and design tokens. This gave Gaido the flexibility to:
- Add features without redesigning the entire interface
- Maintain consistency across updates
- Move faster with fewer design and engineering bottlenecks
“We didn’t want to build something that just worked for version one. We wanted a system that could evolve without collapsing under its own complexity,” said David Barlev, CEO at Goji Labs.
They also future-proofed the app by baking in performance, accessibility, and localization readiness from the start.
Text strings were externalized, screens were tested for overflow, and accessibility guidelines were followed, even before multi-market support was a formal goal.
Takeaway: Foundational UX decisions like validating assumptions early, designing flexible systems, and accounting for future complexity are what make sustainable growth possible.
Plan Navigation to Grow with Your Product
Poor navigation is one of the first and most visible ways UX breaks under scale, frustrating users and creating support debt.
As products grow more complex, teams often tack on new screens, features, and content without reconsidering the overall information architecture.
The result: cluttered menus, buried actions, and frustrated users.
With Gaido, the team anticipated this challenge early. Instead of relying on static bottom tab bars or fixed menu hierarchies, they used progressive disclosure and dynamic navigation patterns.
These approaches helped the app stay organized even as it added new destinations, services, and content types.
Flexible navigation was about maintaining discoverability, minimizing support issues, and avoiding costly rework.
Takeaway: Navigation needs to scale just as much as your backend. Plan for more features than you have now, and structure your IA so it can grow without losing clarity.
Set Up Feedback Loops to Guide Iteration
What works at launch might not work at scale. Without measurement, you won’t see UX issues until it’s too late.
Scalable UX isn’t static. As your user base expands and your product evolves, you need systems in place to track what’s working and what’s breaking.
In Gaido’s early development, usability testing helped the team avoid investing in features users didn’t actually want. But measurement didn’t stop there.
The team focused on key UX health indicators, including:
- Completion rates on onboarding and core flows
- Drop-off points in search, save, and booking processes
- Time on task across key user journeys
- Qualitative feedback from users through interviews and surveys
“The best way to scale UX is to treat it as a living system,” said Barlev.
“That means baking in feedback loops early and adjusting based on real user behavior, not assumptions.”
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Tools like Mixpanel or Hotjar can help uncover behavioral patterns, while lightweight SUS (System Usability Scale) surveys can give consistent benchmarks over time.
The ability to collect, interpret, and act on user data is what allowed Gaido to keep iterating effectively without bloating the experience.
Takeaway: Designing for scale isn’t a one-time effort. It requires feedback loops and a process for continuous UX improvement.
Scale Systems, Not Just Features
UX that scales well isn’t about guessing what the product might need two years from now. It’s about building systems that give you the flexibility to grow without chaos.
The Gaido app offers a clear example of how thoughtful UX decisions can create space for evolution rather than rework.
But the principles apply across industries and platforms:
- Understand your users before you design for them
- Build modular components, not brittle layouts
- Make navigation that expands as you do
- Track where UX breaks and fix it before it compounds
Because in the end, you're not just scaling a product. You’re scaling how people experience it.
