Testing Results

Overview

A summary of key findings and design iterations based on high-fidelity prototype testing.

Quantitative Data & UI Performance

Quantitative metrics confirm high task completion across core booking flows and strong user satisfaction with the final design variants.

Full Research Report

Key Findings

Users initially overlooked the secondary filter controls on the primary map interface, leading to an average time-on-task of 58 seconds to apply the Parking filter. This was resolved by increasing filter icon contrast, integrating filter status, and incorporating a filter reset control.

Notes

This usability testing phase evaluates core interactions within Aibolot, focusing specifically on filter findability, map control visibility, and task completion speed. User behavioral metrics and task flows were analyzed to identify bottlenecks and validate design iterations for urban drivers.