Dense calendar cells
High precision was required from tired hands, creating false touches and abandonment.
HomeReducing booking drop-offs by identifying a physical interaction barrier in the salon workflow.

The published study reports fewer false touches, evening drop-offs, booking support requests and cancellations after the low-cost spacing change; it does not publish exact percentages.
Analytics revealed the drop-off. Observation explained why it happened.
High precision was required from tired hands, creating false touches and abandonment.
More spacing reduced interaction errors without changing the booking logic.
Jwaan connects clients with beauty professionals. Stylists can suggest a follow-up appointment, and clients can confirm or request another time.
Evening booking drop-offs, support inquiries and cancellations prompted a closer look at session recordings, heatmaps and touch logs. On-site observation at the salon added the missing context.
Many stylists were working after a full day with fatigued fingers and nails. Dense calendar cells made precise taps difficult, leading to false touches and abandonment.
A prototype increased spacing around the calendar touch targets. After testing showed fewer false touches, the team implemented the low-cost adjustment. The published study reports fewer evening drop-offs and booking-related support requests without giving exact figures.