Product design
Shaping the marketplace around recognisable user needs, tool categories and a hierarchy that works as the catalogue grows.
Product model · Interface systemA marketplace experience for finding and accessing AI tools—shaped for fast scanning, meaningful comparison and creator discovery rather than an undifferentiated directory.

AI discovery becomes noisy quickly. A marketplace has to help people understand what a tool does, whether it fits their need and what deserves attention—without slowing exploration down.
Ansuna worked across product design, marketplace journeys and front-end execution to give tools and creators a clearer structure. The experience supports scanning and discovery while keeping the path into each product direct.
This profile describes the public-facing work and makes no unapproved claims about traffic, transactions or growth.
The catalogue, interface and engineering all support the same job: helping people move from curiosity to a confident next step.
Shaping the marketplace around recognisable user needs, tool categories and a hierarchy that works as the catalogue grows.
Product model · Interface systemBalancing quick browsing with enough context for comparison, creator discovery and useful product evaluation.
Discovery · Comparison · ProfilesBuilding the interface as a responsive product surface with a consistent system for repeated marketplace content.
Responsive UI · Reusable patternsThe strongest directories do not merely contain options. They help users recognise relevance, establish trust and understand what to do next. Those behaviours informed the product hierarchy throughout AADDYY.