Provide a unified, optimized video playback interface for YouTube, Vimeo, and Wistia content. Functions * Load videos seamlessly from multiple hosting platforms * Maintain consistent controls, layout, and user experience across all sources * Support core playback features: play/pause, volume, captions, fullscreen, speed control * Adapt responsively for desktop, tablet, and mobile devices

Recommend products frequently purchased by customers who bought the current item to drive attach and increase AOV. Functions * Use co-purchase signals (supports similarity scoring such as Jaccard) * Select up to 12 high-confidence complements or add-ons * Apply merchandising and availability filters (in-stock, minimum price, exclude utility categories)

Show products commonly viewed by customers who looked at the current item to boost discovery and PDP engagement. Functions * Analyze recent co-view behavior to surface similar/related items * Select up to 12 high-signal products for the PDP carousel * Apply merchandising and availability filters (in-stock, minimum price, exclude

Automatically generate and maintain high-quality “Related Products” suggestions to increase cross-sell and reduce manual merchandising. Functions * Build relationships from catalog data using configurable rules * Select candidates by shared attributes/taxonomy, usage context, and compatibility constraints * Rank suggestions by popularity and performance signals; cap count per product * Enforce availability/

Display high-relevance “Similar Products” on the product page to improve discovery and increase cross-sell. Functions * Use SQL Server Semantic Search on Model, Features, and Description to find similar items * Select top 12 matches above a similarity threshold and rank by score * Apply storefront filters (in-stock, non-service