Experimentation Lab

Data-Driven Design Decisions

Stop arguing about design choices based on gut feeling. Run live A/B tests to measure what actually works for your end-users.

Experiment: Executive Summary Layout

Testing if C-Suite users prefer raw data tables or high-level visual KPIs for monthly reviews.

dashboard-layout-v1.0.tsx

Monthly Performance (Tabular)

Legacy View
Region
Revenue
MoM %
Status
North America
$124,500
+4.2%
On Track
North America
$124,500
+4.2%
On Track
North America
$124,500
+4.2%
On Track
North America
$124,500
+4.2%
On Track
North America
$124,500
+4.2%
On Track

Live Test Results

Time to Insight14.2s
User Preference12%
Click Depth4.2
Status

Variant A serves as the control group baseline.

Heatmap Analysis

See exactly where users click and scroll. Identify dead zones in your dashboard layout.

Load Time Simulation

Test how user satisfaction scores drop when query times exceed 5 seconds.

Stakeholder Voting

Generate a private link for stakeholders to vote on their preferred version before development.