The problem
People often describe products through what they want to do, how something feels, or a specific attribute. A keyword-only search can miss that intent when the same words don’t appear in the catalog.
An empty result does not always mean that the right product is missing. Sometimes the language is the problem.
The approach
This exploration looks at product meaning and descriptive attributes to connect a natural-language query with relevant products.
The intended experience is straightforward: describe what you need, inspect the results, and refine the search. The technical complexity should support that interaction.
The intended impact
For a shopper, the aim is to make useful products easier to find. For a store owner, it is to connect more of the existing catalog with a customer’s actual intent.
The next step is to evaluate that experience with realistic queries, clear relevance criteria, and cases where no product is a good fit.
Current stage
The search experience is in development. The visual on this page is an interface illustration, not a live search service.
A public demo and implementation details can be added here as the product becomes ready to share.
This page will grow with the work.