Overview
Use Malachyte Recommend in the Portal
Recommend
Malachyte Recommend allows clients to customize the recommendations that display on their website. Recommendations rely on supervised machine learning models that are trained on the client's product data and shopper interactions.
Available Strategies
Each strategy has preset rules designed to achieve a goal. The strategies available can vary by store and include Listing, New And Coming Soon, Recently Viewed, Recommended Accessories, Recommended Beauty, Recommended Clothes, Recommended For You, Recommended Products, and Related To Cart.
Playground
The Playground previews both search and carousel strategies in a safe environment before they go live.
Components
Use Components to apply structured Rules to a recommendation strategy. The Component Creator lets clients launch custom strategies from pre-defined templates while controlling:
- Eligibility: Which products are eligible to appear.
- Ranking: How products are ordered and prioritized.
Components combine eligibility logic and merchandising controls into a single configurable layer. To create and manage components, see Components.
Rules & Conditions
Components use a Rules → Conditions hierarchy to decide which products surface to shoppers. See Adding Rules for how rules, conditions, and merchandising controls work.