6/6
Saying more with less
Improving the experience through UI
Conversion optimization
Usability enhancements
Behavioral analytics
400%
Increase in CTA engagement
2.5%
Increase in conversions
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- I created an interview guide to align all stakeholders on outcomes, expectations, and biases.
- I conducted 19 qualitative 1:1 interviews with residents using robotic furniture systems across the country. These were conducted in a “think out loud” format, with all sessions recorded (video and audio). Participants were encouraged to share their screens and demonstrate how they interacted with their system whenever possible.
- Using an affinity map format to analyze interview insights, I identified key user pains and highlighted two critical findings:
1️⃣ Lack of Awareness: Over 50% of residents didn’t know the app existed.
2️⃣ Unrealized Value: The app addressed major renter pain points, but without awareness, its benefits remained untapped.

After uncovering these insights, I developed a framework to establish and prioritize awareness solutions while laying the groundwork for long-term usability improvements.

- In a previous project, we implemented QR codes on each system after installation. These allowed internal teams to track QAQC checks and determine whether apartments required additional attention before leasing.
- Building on this, once installations were marked as complete, the link from the QR code was updated to direct the user to download the app on iOS or Android. This ensured residents could easily access the app and take advantage of its features right from the start.

- To ensure renters became aware of the app and its benefits, I designed an app callout sticker placed near the robotic system’s controller interface.
- Interviews revealed that previous printed onboarding materials were often ignored or never placed in apartments, creating a gap in awareness. The sticker addressed this issue by providing renters and leasing teams with essential information in a more visible and accessible way.
- Since internal teams valued the QR code system and wanted to keep the awareness sticker separate from their existing process, I designed it to be added only after installation was complete, ensuring seamless integration into the resident experience without disrupting internal workflows.

✅ 42% increase in mobile app downloads within first 6 months
This initiative significantly increased awareness and engagement, solidifying the app’s role in the resident experience. It provided an immediate boost in app visibility and onboarding fluency, while additional awareness projects and app updates continued to improve adoption in future iterations.
