Industry
Beauty
Service
Mobile
Duration
4 Weeks
Date
Summer 2025
80% Onboarding Completion in Usability Testing
Opportunity: Recover 40–50% of last-minute cancellations

Impacts in Action
Validated Design Iterations
Iterative refinements to flow structure and decision-making clarity improved onboarding completion and enabled faster last-minute booking behavior.
Design Logic
Early onboarding screens revealed friction around step clarity, user-type selection, and permission context. Iterative refinements simplified structure, clarified intent, and improved decision confidence.




Marketplace Flow Architecture
The platform structure connects business posting flows with shopper discovery and booking paths, reducing friction between supply and demand and enabling faster conversion of last-minute openings.
The shopper journey is optimized for speed from discovery to booking. Streamlined onboarding, reviews, and filtering enable faster decisions for time-sensitive appointments.
The business flow simplifies posting last-minute openings through structured creation and service tagging, increasing the chance that unused slots enter the marketplace in time to be filled.

Next Steps

Lessons Learned

Future Opportunities

Personal Growth





