Desktop
E-Commerce
UX Research
UX Design
LXRInsights, developed by NetElixir, is an AI-powered e-commerce platform that helps brands analyze customer behavior, identify growth opportunities, and optimize marketing campaigns through their data-driven experimentation features.

Timeline
Jun 2025 - Aug 2025
Role
Lead UI/UX Designer
Platform & Tools
Desktop || Figma, Miro, Excel
Skills
Project Management, UX Research
OVERVIEW
Problem Statement
LXRInsights’ dashboard made core tasks harder than they should be. Inconsistent timelines, weak visual hierarchy, unclear labels, and fragmented layouts created friction for users, which revealed the need for a more intuitive, research-driven UX.
Strengthened visual hierarchy for standardization, information architecture, and clearer CTAs.
Impact
Usability testing revealed a 37% decrease in task completion time from ~8 minutes to ~5 after our changes, in addition to higher ratings of user confidence in other pages.
PROCESS
STEP 1: Initial UX Audit - Previous Dashboard
Original dashboard pictured. Each team member conducted an independent UX audit to identify key strengths and usability issues across the platform, bringing diverse perspectives into the evaluation.
STEP 2: Stakeholder & Background Research
I led stakeholder interviews to align business goals, priorities, and design direction while uncovering key constraints and opportunities that informed product decisions.
STEP 3: Wireframing & Prototyping - New Dashboard
Redesigned and standardized the platform’s visual system across core pages to create a cleaner, more cohesive experience.
Improved onboarding & info architecture in Experiments, aligned Audience Manager and Predictions with updated structural patterns, optimized analytics for quick insights and deeper data exploration, and established scalable layouts for future tools and features.
STEP 4: User Testing & Iterations
I led user testing on our prototypes to compare user feedback across different frames and interactions, identifying which design changes were most effective and which required further refinement. We also measured task completion rates, observing an improvement from approximately 8 minutes to 5 minutes, indicating increased usability and efficiency.
DESIGN
Overview Page

Original Dashboard

Our Redesign
Step 1
Organized Hierarchy
Enhanced visual hierarchy and information architecture to standardize content, clarify CTAs, and improve usability through a collapsible accordion layout for secondary information.
Step 2
Increased Usability
Enabled flexible date-based data exploration through an integrated timeline/date picker, supported by backend logic for dynamic filtering and retrieval across selected date ranges.
Step 3
Visual Design
Improved navigation and visual hierarchy by elevating Dashboard vs. Comparison page toggles, reinforcing customer segment color coding, and replacing gradients with a clearer visual system.
Experiments Page

Original Design
Step 1
Simplified Onboarding
Step 2
Streamlined Reporting & Insights
Step 3
Enhanced Visuals & Interaction

Our Redesign
Predictions Page

Original Design
Step 1
Information Architecture
Redesigned the data layout using structured flows and accordion components to support both quick scanning and deeper exploration of information.
Step 2
Unified Visual Design
Aligned visual patterns, typography, and structure with the product design system while optimizing a scalable three-section layout with two color options.
Step 3
Interaction & Usability
Integrated “Re-Market” into information containers instead of side pop-out page, improved graph labeling, and tested color and interaction styles to enhance usability.

Our Redesign - Graph Open

Our Redesign - ReMarket Open & 2nd Option Color Scheme
FINAL STEPS & TAKEAWAYS
User interviews ran in two rounds of 5, with a second session midway to validate early design directions. For user testing, 10 participants measured task completion time and satisfaction across qualitative and quantitative metrics. I led a final cross-functional meeting to present research, data, and prototypes while organizing all files and documentation for the client's continued use.


