Scored Search

Scored Search is a Magento 2 extension that improves product discovery by computing a configurable relevance score for every product in search results. Unlike standard Magento search, it provides a customizable, lightweight, and visually clean product listing that merchants can style and integrate with existing themes.

How it Works:
The extension evaluates multiple signals — product title, SKU, description, selected attributes, stock status, and simple commerce signals — and uses merchant-configured weights and boost rules to rank results. On the storefront, the extension renders a dedicated product listing view, showing products in the order defined by your rules.

Merchants can choose display layouts, color templates, and whether products appear vertically or horizontally, with optional highlighting of top results from additional attributes. Both MySQL and OpenSearch are supported.

Practical Uses:

• Promote high-margin or in-stock items for specific queries
   
•  Sorting of search results by highest price or newest products
  
   

Key Features:

• Configurable scoring engine: Combines title, SKU, description, selected attributes, stock level, and commerce signals into a single relevance score
   
• Admin UI for weights: Set numeric field weights (e.g., title > SKU > description) to define what matters most for your store
   
• Conditional boost rules: Increase ranking for products matching category, manufacturer, price range, inventory flags, or custom attributes
   
• Fuzzy matching / typo tolerance: Improve search results for common misspellings or incomplete queries
   
• Faceted search and filters compatible: Supports category, price, brand, and attribute facets while maintaining relevance order
   
• Thumbnail and media support: Index image metadata so product images appear properly in the list
   
• Customizable display: Choose vertical or horizontal layout, multiple color templates, and optionally show top results from other attributes
   
• Supports MySQL & OpenSearch: Flexible backend support depending on your store setup
   
• Easy styling: Lightweight HTML/CSS output that can be fully customized
   

Benefits:

• Display relevant products prominently without replacing your store’s existing search templates
   
• Increase conversions by surfacing the most profitable or relevant products first
   
• Improve customer experience with a clear and relevant product presentation
   
• Adaptable to marketing, inventory, and merchandising strategies