product metadata

As digital platforms and AI tools reshape how products are discovered, visibility in the design industry is no longer defined by showrooms or editorial placement alone. This article examines how manufacturers and retailers can adapt by prioritizing clarity, structured data, and robust digital documentation — not to satisfy algorithms, but to ensure their products are accurately found, understood, and specified in an increasingly automated discovery landscape.