Context
This marketplace served users who arrived with high intent and limited patience. They needed to search, compare, and narrow quickly, but the product made those actions feel heavier than they should have.
Role
I audited the current experience, reworked the information hierarchy, redesigned filtering behavior, and partnered with the product team to prioritize the most consequential changes.
Problem
The issue was not visual polish. The real problem was that the search interface forced users to interpret too many competing signals before they could make a decision.
Process
- Analyzed filter usage patterns and observed where comparison broke down.
- Simplified the search architecture into a smaller set of clearer decision points.
- Iterated on list states, filter visibility, and result hierarchy through focused prototypes.
Key Decisions
- Collapsed overlapping filters into clearer categories with stronger labels.
- Reduced visual competition between metadata, actions, and selection states.
- Designed for comparison behavior, not just browsing behavior, because that matched user intent.
Outcome
Users were able to narrow results faster and move through evaluation with more confidence. The product team also gained a simpler system to extend without recreating the same usability issues.
Reflection
The next improvement would be smarter defaults based on user intent so the search experience feels helpful before users start configuring it manually.