You must first enable the Product attributes feature under Configuration > Product. Once enabled, you can set product attribute values that were defined earlier in Catalog > Attribute definitions menu.

The product attributes will appear in the Specifications tab in the product detail as well as in product comparison and filter. Please see Product attributes for more information.