A thoughtful question.
A more personal discovery.

The planned catalog workspace gives brands a structured place to describe products and the preferences they relate to.

• Product categories, finishes, and color-family tags
• Brand-reviewed product information
• A foundation for consistent discovery rules

A proposed questionnaire builder helps a brand shape the language and sequence of a product-discovery conversation.

• Brand-defined product preference questions
• A considered sequence rather than an endless form
• Previewing the shopper journey before release

The intended recommendation experience connects declared preferences to a brand’s product data, so a shopper can understand why something is shown.

• Preference-led product suggestions
• Explanations tied to the chosen answers
• Brand oversight of the catalog and matching logic

Planned aggregate reporting would help brands explore how shoppers describe what they want. It is intended to support merchandising discussions, not to promise sales outcomes.

• Questionnaire participation and response patterns
• Category, finish, and color-family preferences
• Data collection and retention configured for the agreed use