{"id":487220,"date":"2025-04-07T05:38:05","date_gmt":"2025-04-07T05:38:05","guid":{"rendered":"https:\/\/webkul.com\/blog\/?p=487220"},"modified":"2026-01-16T14:19:10","modified_gmt":"2026-01-16T14:19:10","slug":"cs-cart-product-recommendation-system-guide","status":"publish","type":"post","link":"https:\/\/webkul.com\/blog\/cs-cart-product-recommendation-system-guide\/","title":{"rendered":"User Guide for CS-Cart Product Recommendation System"},"content":{"rendered":"\n<p><a href=\"https:\/\/store.webkul.com\/cs-cart-product-recommendation-system.html\" target=\"_blank\" rel=\"noreferrer noopener\">CS-Cart Product Recommendation System<\/a> helps online stores enhance customer experience by displaying <strong>AI driven product recommendations<\/strong>.<\/p>\n\n\n\n<p>These recommendations are generated based on product attributes and customer behavior, ensuring more relevant suggestions for shoppers.<\/p>\n\n\n\n<p>Customers often struggle to find the right products, leading to higher bounce rates. <\/p>\n\n\n\n<p>This extension solves this by automatically suggesting <strong>personalized products<\/strong>, increasing engagement and conversions.<\/p>\n\n\n\n<p>CS-Cart Product Recommendation System uses <strong>Chroma DB<\/strong> to store and retrieve product vectors efficiently. <\/p>\n\n\n\n<p>This ensures recommendations update in <strong>real-time<\/strong>, providing customers with the most relevant suggestions based on their shopping activity.<\/p>\n\n\n\n<p>With the CS-Cart Product Recommendation System, customers easily find relevant products, enhancing their shopping experience and increasing sales.<\/p>\n\n\n\n<p>For a smarter AI powered store, check out the <a href=\"https:\/\/store.webkul.com\/cscart-chatgpt.html\" target=\"_blank\" rel=\"noreferrer noopener\">CS-Cart ChatGPT Extension<\/a> to automate customer interactions and enhance engagement.<\/p>\n\n\n\n<p>Also, check out our <a class=\"\" href=\"https:\/\/store.webkul.com\/cs-cart-usps-shipping.html\">CS-Cart USPS Shipping<\/a> module now live on the Webkul Store for real-time USPS integration.<\/p>\n\n\n\n<div class=\"wp-block-wk-block-youtube-video wp-block-wk-block--yt-video components-placeholder\"><div class=\"wk-block--yt-video-frame\"><div class=\"wk-block--yt-video-frame-request\" data-plyr-provider=\"youtube\" data-plyr-embed-id=\"aFHxX9-6btY\"><div class=\"components-placeholder__instructions\">aFHxX9-6btY<\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\">Features<\/h2>\n<\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CS-Cart Product Recommendation System provides AI-powered product recommendations based on browsing behavior and product attributes, ensuring precise suggestions.<\/li>\n\n\n\n<li>The system instantly updates whenever product information changes.<\/li>\n\n\n\n<li>Admin can set the recommendation accuracy using the Distance value.<\/li>\n\n\n\n<li>Bulk sync support for seamless data processing in large stores.<\/li>\n\n\n\n<li>Option to define the number of recommended products displayed.<\/li>\n\n\n\n<li>Easy enable\/disable option for module management.<br><br><strong>Note: <\/strong>To access the module\u2019s live demo, please contact the&nbsp;<a href=\"https:\/\/webkul.uvdesk.com\/en\/\">Webkul support team<\/a>.<br><\/li>\n<\/ul>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Installation of CS-Cart Product Recommendation System<\/h3>\n<\/div><\/div>\n\n\n\n<p>For guidance on <a href=\"https:\/\/webkul.com\/blog\/ai-models-server-installation-guide\/\" target=\"_blank\" rel=\"noreferrer noopener\">Embeddings Server installation<\/a>, you can refer to this resource. If you need assistance, our team will be happy to support you.<\/p>\n\n\n\n<p>Follow this resource to learn how to <a href=\"https:\/\/webkul.com\/blog\/guide-chroma-db-installation\/\" target=\"_blank\" rel=\"noreferrer noopener\">install and set up Chroma DB<\/a>.<\/p>\n\n\n\n<p>When you download the add-on, you get one zip file and the install.txt file. Please read it carefully and follow it.<\/p>\n\n\n\n<p>Firstly, click on the icon and select Manual Installation to upload the zip.<\/p>\n\n\n\n<p>To install CS-Cart Product Recommendation System, follow these steps:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Go to Manage <strong>Add-ons<\/strong>, click on the gear drop-down, and select Manual Installation.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-manual.webp\" alt=\"cs-cart-product-recommended-system-install-manually\" class=\"wp-image-487221\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-manual.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-manual-300x236.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-manual-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-manual-768x603.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>2. Click on<strong>&nbsp;\u201cLocal\u201d<\/strong>&nbsp;to browse the zip file and then click on&nbsp;<strong>\u201cUpload &amp; Install\u201d<\/strong>&nbsp;as shown below in the snapshot.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"579\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-installation.webp\" alt=\"cs-cart-product-recommended-system-installation\" class=\"wp-image-487223\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-installation.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-installation-300x145.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-installation-250x121.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/webkul-cs-cart-product-recommended-system-installation-768x371.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Add-on Configuration<\/h3>\n<\/div><\/div>\n\n\n\n<p>After installation of the add-on, you will find <strong>Recommended Products <\/strong>in the list of the available add-ons, we will then configure the settings.<\/p>\n\n\n\n<p>Click on\u00a0<strong>\u201csettings\u201d<\/strong>\u00a0to Enable, Disable, Install or Refresh. <\/p>\n\n\n\n<p>Make sure, the add-on is activated as shown in the below snapshot.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"717\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/add-on.webp\" alt=\"cs-cart-product-recommended-system-add-on\" class=\"wp-image-487224\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/add-on.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/add-on-300x192.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/add-on-250x160.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/add-on-768x492.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Admin Configuration<\/h3>\n<\/div><\/div>\n\n\n\n<p>CS-Cart Product Recommendation System is easy to configure from the <strong>Add-ons<\/strong> section in the admin panel. <\/p>\n\n\n\n<p>Once activated, store admins can customize the settings based on their requirements.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/admin-config-settings.webp\" alt=\"cs-cart-product-recommended-system-admin-configuration-settings\" class=\"wp-image-487225\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/admin-config-settings.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/admin-config-settings-300x236.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/admin-config-settings-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/admin-config-settings-768x603.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Admins can define the <strong>number of recommended products<\/strong> displayed on the storefront. This allows flexibility in showcasing relevant product suggestions to customers.<\/p>\n\n\n\n<p>The <strong>Distance value<\/strong> setting helps control the accuracy of recommendations. <\/p>\n\n\n\n<p>A <strong>lower value (e.g., 0.1)<\/strong> ensures highly precise suggestions, while a <strong>higher value (e.g., 9)<\/strong> provides broader recommendations.<\/p>\n\n\n\n<p>To keep recommendations updated, admins can <strong>run bulk sync<\/strong>. This ensures the recommendation system efficiently processes and properly stores all product data.<\/p>\n\n\n\n<p>By configuring CS-Cart Product Recommendation System settings, store admins can easily adjust recommendation accuracy and sync product data for optimized results.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\"><strong>Layout Configuration<\/strong><\/h3>\n<\/div><\/div>\n\n\n\n<p>After configuring the settings in the admin panel, the next step is to display the recommended products on the storefront by adding a block through the layout section.<\/p>\n\n\n\n<p>1. Go to <strong>Website \u2192 Themes \u2192 Layouts<\/strong> in the CS-Cart admin panel. Click on the <strong>Product<\/strong> tab To modify the layout of product detail pages. <\/p>\n\n\n\n<p>In the Main content section click on the <strong><strong>\u201d<\/strong>+<strong>\u201d<\/strong> (Add block) <\/strong>button.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/layout-3.webp\" alt=\"Product\" class=\"wp-image-496626\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/layout-3.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/layout-3-300x236.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/layout-3-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/layout-3-768x603.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>2.<strong> <\/strong>Click on <strong>\u201dCreate New Block\u201d<\/strong> on the existing page to create a new block.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"591\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/createnewblock-1200x591.webp\" alt=\"New block\" class=\"wp-image-496629\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/createnewblock-1200x591.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/createnewblock-300x148.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/createnewblock-250x123.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/createnewblock-768x378.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/createnewblock.webp 1282w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>3. Select <strong>Products<\/strong> as the block type. In the block settings, select the filling method provided by the add-on (for example, <strong>Products<\/strong>) and enter a block name.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"601\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/addblock-1200x601.webp\" alt=\"Product Section\" class=\"wp-image-496627\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/addblock-1200x601.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/addblock-300x150.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/addblock-250x125.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/addblock-768x385.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/addblock.webp 1296w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>4. Go to the <strong>Content<\/strong> section . Select the  <strong>Recommended Products<\/strong> block and click on <strong>\u201dCreate\u201d<\/strong> tab.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"607\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/recommend-1200x607.webp\" alt=\"content section\" class=\"wp-image-496628\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/recommend-1200x607.webp 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/recommend-300x152.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/recommend-250x127.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/recommend-768x389.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/recommend.webp 1282w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>The recommended products will now be displayed automatically on the product page based on the configuration, enhancing the shopping experience for customers.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Frontend View<\/h3>\n<\/div><\/div>\n\n\n\n<p>Once the add-on is enabled, AI powered product suggestions appear dynamically on product pages, improving user engagement.<\/p>\n\n\n\n<p>Customers can see <strong>relevant product recommendations<\/strong> dynamically based on attributes and browsing behavior.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"644\" height=\"1024\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284-644x1024.webp\" alt=\"CS-Cart Product Recommendation Module Frontend View\" class=\"wp-image-486593\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284-644x1024.webp 644w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284-189x300.webp 189w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284-157x249.webp 157w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284-768x1220.webp 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284-967x1536.webp 967w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/03\/cs-cart-product-recommendation-module-frontend-view-e1742369720284.webp 1105w\" sizes=\"(max-width: 644px) 100vw, 644px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>Clicking on a recommended product redirects you to its detail page. Here, you may also see <strong>relevant AI driven recommendations<\/strong> based on the attributes of the new product you are viewing.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/product.webp\" alt=\"cs-cart-product-recommended-system-product-page\" class=\"wp-image-487226\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/product.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/product-300x236.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/product-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2025\/04\/product-768x603.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>The recommended products block seamlessly integrates with the storefront, ensuring a smooth shopping experience. <\/p>\n\n\n\n<p>Customers can see related products that match their interests, leading to increased engagement and higher sales.<\/p>\n\n\n\n<p>When a product\u2019s details update in the store, the recommendation system <strong>automatically refreshes suggestions<\/strong> to display the most relevant products.<\/p>\n\n\n\n<p>With this System, customers can discover new products effortlessly, leading to higher conversions and better shopping experiences.<\/p>\n\n\n\n<p>You can also check our module <a href=\"https:\/\/store.webkul.com\/cs-cart-amazon-fbm.html\" target=\"_blank\" rel=\"noreferrer noopener\">CS-Cart Amazon FBM<\/a> to manage Amazon orders directly from their CS-Cart Store.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h3 class=\"wp-block-heading index-title\">Support<\/h3>\n<\/div><\/div>\n\n\n\n<p>For assistance with CS-Cart Product Recommendation System setup or customization, contact <a href=\"mailto:support@webkul.com\" target=\"_blank\" rel=\"noreferrer noopener\">support@webkul.com<\/a> or <a href=\"https:\/\/webkul.uvdesk.com\/\">Webkul Support<\/a>. Our team is available to assist with any module related concerns.<\/p>\n\n\n\n<p>Discover more powerful <a href=\"https:\/\/store.webkul.com\/CS-Cart.html\" target=\"_blank\" rel=\"noreferrer noopener\">CS-Cart extensions<\/a> to enhance your store\u2019s functionality!<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>CS-Cart Product Recommendation System helps online stores enhance customer experience by displaying AI driven product recommendations. These recommendations are generated based on product attributes and customer behavior, ensuring more relevant suggestions for shoppers. Customers often struggle to find the right products, leading to higher bounce rates. This extension solves this by automatically suggesting personalized products, <a href=\"https:\/\/webkul.com\/blog\/cs-cart-product-recommendation-system-guide\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":657,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1496],"tags":[],"class_list":["post-487220","post","type-post","status-publish","format-standard","hentry","category-cs-cart"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Guide for CS-Cart Product Recommendation System<\/title>\n<meta name=\"description\" content=\"CS-Cart Product Recommendation System analyzes product features to provide AI-powered, real-time suggestions that boost customer engagement.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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