{"id":895,"date":"2023-01-21T15:48:00","date_gmt":"2023-01-21T10:18:00","guid":{"rendered":"http:\/\/mag.vue.ai\/?p=895"},"modified":"2024-01-17T15:35:55","modified_gmt":"2024-01-17T10:05:55","slug":"ai-ecommendation-system-ecommerce","status":"publish","type":"post","link":"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/","title":{"rendered":"Ai Recommendation System : AI Powered Styling for Your Shoppers"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f82116e085d\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f82116e085d\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#introducing-complete-the-look-by-vueai-ai-recommendation-system-for-fashion-ecommerce\" title=\"Introducing Complete the Look By Vue.ai : Ai Recommendation System for Fashion eCommerce\">Introducing Complete the Look By Vue.ai : Ai Recommendation System for Fashion eCommerce<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#understanding-shopper-behavior\" title=\"Understanding Shopper Behavior\">Understanding Shopper Behavior<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#combining-behavioral-triggers-with-the-rules-of-fashion\" title=\"Combining Behavioral Triggers With The Rules Of Fashion\">Combining Behavioral Triggers With The Rules Of Fashion<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#different-use-cases-for-complete-the-look\" title=\"Different Use Cases For Complete the Look\">Different Use Cases For Complete the Look<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#use-case-i-getting-the-ensemble-that-compliments-the-product\" title=\"Use Case I: Getting the Ensemble That Compliments the Product\">Use Case I: Getting the Ensemble That Compliments the Product<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#use-case-ii-recommend-complimentary-items\" title=\"Use Case II: Recommend Complimentary Items\">Use Case II: Recommend Complimentary Items<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#use-case-iii-recommend-similar-items\" title=\"Use Case III: Recommend Similar Items\">Use Case III: Recommend Similar Items<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#use-case-iv-get-other-looks\" title=\"Use Case IV: Get Other Looks\">Use Case IV: Get Other Looks<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#complete-the-look-works-and-the-numbers-prove-it\" title=\"Complete the Look Works, And The Numbers Prove It!\">Complete the Look Works, And The Numbers Prove It!<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#read-about-our-shopping-cart-abandonment-blog\" title=\"Read about our shopping cart abandonment blog\">Read about our shopping cart abandonment blog<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#read-more-about-outfit-recommendation-solution\" title=\"Read more about Outfit Recommendation Solution\">Read more about Outfit Recommendation Solution<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/ai-ecommendation-system-ecommerce\/#click-here-to-know-more-about-product-recommendation-engine\" title=\"Click here to know more about Product Recommendation Engine\">Click here to know more about Product Recommendation Engine<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\">6<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span><p><span style=\"font-weight: 400;\">Here\u2019s a scenario for you: <\/span><span style=\"font-weight: 400;\">You\u2019ve found the perfect \u201cmatch\u201d<\/span><span style=\"font-weight: 400;\"> on Tinder, and want to make an impression on your first date. You want to start off by looking for a shirt and find one that you really like. So you click on it to look at its product detail page.<\/span><span style=\"font-weight: 400;\"><br><\/span> <span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">You start looking at the complete image and love everything that the model\u2019s wearing \u2013 from the pants that work so well with that shirt, all the way down to the sneakers that look EXACTLY like the ones you\u2019ve wanted for a while. You have no idea how to look for those sneakers \u2013 you don\u2019t even know which brand they belong to! All you have is a vague description of the color and the style.<\/span><span style=\"font-weight: 400;\"><br><\/span> <i><span style=\"font-weight: 400;\"><br><\/span><\/i><span style=\"font-weight: 400;\">So you go through the painful process of clicking through innumerable pages and search results\u2026 without any luck! So after all that effort all that you\u2019ve done, really, is waste lots of time without even buying that shirt. And don\u2019t even get me started on the sneakers!<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If only finding the right look was as easy as swiping right!<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I\u2019ve been there. And if your shoppers are anything like me, then you should know that it is extremely frustrating for them to see the products that they want, without being able to buy them.<\/span><\/p>\n<figure id=\"attachment_3548\" aria-describedby=\"caption-attachment-3548\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3548\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-300x225.jpg\" alt=\"Cross Product Recommendations\" width=\"750\" height=\"563\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-300x225.jpg 300w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-768x576.jpg 768w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-1024x768.jpg 1024w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-3548\" class=\"wp-caption-text\">If only finding the right ensemble was this easy!<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"introducing-complete-the-look-by-vueai-ai-recommendation-system-for-fashion-ecommerce\"><\/span><b>Introducing <em>Complete the Look<\/em> By Vue.ai : Ai Recommendation System <\/b><b>for Fashion eCommerce<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Here\u2019s the good news. We\u2019ve managed to solve this problem with our <\/span><em>Complete the Look <\/em>module&nbsp;<span style=\"font-weight: 400;\">which provides <strong>Ai Recommendation System<\/strong>, that can power not just your product detail pages but also your cart and checkout pages. <\/span><\/p>\n<p><span style=\"font-weight: 400;\"><em>Complete the Look<\/em> understands your shoppers\u2019 behavioral patterns and visual affinities to products, and also the rules of fashion, to deliver <a href=\"https:\/\/www.vue.ai\/solutions\/ai-personalization-engine\/\">1:1 personalization<\/a> (<a href=\"https:\/\/www.vue.ai\/solutions\/ai-personalization-engine\/\">personalization engine<\/a>). So your shoppers see <a href=\"https:\/\/www.vue.ai\/products\/outfit-recommendations\/\">curated outfits<\/a> that are foolproof &#8211; in terms of style, color, pattern combinations. <em>Complete the Look<\/em> acts as your website\u2019s AI-powered styling tool, to showcase curated looks that they\u2019ll love, taking visual merchandising to the next level.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"understanding-shopper-behavior\"><\/span><b>Understanding Shopper Behavior<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">We\u2019ve noticed that while shoppers are inspired by the different looks offered as a part of the product images, they also want the individual elements making up the look to be \u201c<em>shoppable<\/em>\u201d.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">On further observation, we realized some other aspects that are important to consider when targeting shoppers looking to buy ensembles:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Shoppers like to see accessories and other items of clothing that <\/span><b>complement and complete a look<\/b><span style=\"font-weight: 400;\">, even if it\u2019s not what the model is wearing. This is why Ai Recommendation System&nbsp;can significantly improve shopper engagement and have a direct impact on the basket size.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>A little \u201cvisually similar\u201d variety never hurt anybody.<\/b><span style=\"font-weight: 400;\"> It is our understanding that it\u2019s not just an item&#8217;s brand or price that shoppers fall in love with. More often than not, it\u2019s also the visual merchandising that draws them. If a product within a particular look is sold out, they\u2019re more likely to continue shopping on your site when you show them something that\u2019s similar to products they like.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>When in doubt, offer more choice.<\/b><span style=\"font-weight: 400;\"> Shoppers want to see alternatives to the products showcased in a &#8220;look&#8221; even when all the original products are still available. This makes it easy for them to shop if something isn\u2019t available in their size or preferred price range.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>The versatility of products helps with decision-making.<\/b><span style=\"font-weight: 400;\"> Shoppers like to see how versatile the product they are viewing really is. When you show them a product page that includes pairing suggestions in different colors &#8211; they\u2019ll view more, click more, and buy more.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Minimizing navigation is key.<\/b><span style=\"font-weight: 400;\"> While shoppers would like to gather different products within&nbsp;<em>Complete the Look<\/em>, they would also like to sift through them and add them all to their cart at once. This reduces the risk of the shopper abandoning your site during the course of their purchase journey.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"combining-behavioral-triggers-with-the-rules-of-fashion\"><\/span><b>Combining Behavioral Triggers With The Rules Of Fashion<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">As we developed an understanding of shopper behavior, we combined it with the rules of fashion to zero in on the parameters which would eventually allow our algorithms to curate ensembles without any manual intervention.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><b>Visual affinity:<\/b><span style=\"font-weight: 400;\"> This<\/span> <span style=\"font-weight: 400;\">is a metric that is key to&nbsp;<em>Complete the Look<\/em>, and replicates the experience of having a personal stylist. We&#8217;ve developed a visual grammar by working closely with our in-house fashion and home stylists. This grammar allows the AI to pair the right top with the right bottom-wear, jewelry, and other accessories. This pairing is based on color temperature, the fit, the style, the patterns, the cuts, and much more. We approach it from a style perspective as opposed to just the attributes. So what you get in effect are formal ensembles for work, casual looks, 9 to 9 ensembles, evening wear ensembles and much more which are carefully curated by our artificial intelligence and computer vision engine.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Inter-product Correlation<\/b><span style=\"font-weight: 400;\">: This provides us with an understanding of how strongly two products are associated &#8211; whether they are usually bought together or independent of each other. <\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Price affinity: <\/b><span style=\"font-weight: 400;\">This allows us to group products that are termed similar in terms of their prices positioning within their categories.<\/span><span style=\"font-weight: 400;\"><br><\/span><span style=\"font-weight: 400;\">For example, For example, a consumer who purchases expensive items in one category is likely to buy an expensive item in another category as well.<\/span><\/li>\n<li style=\"font-weight: 400;\"><b>Brand affinity: <\/b><span style=\"font-weight: 400;\">This<\/span> <span style=\"font-weight: 400;\">considers the shoppers\u2019 preferred brands, and computes the similarity between two brand names to show relevant recommendations.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"different-use-cases-for-complete-the-look\"><\/span><b>Different Use Cases For <em>Complete the Look<\/em><\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"use-case-i-getting-the-ensemble-that-compliments-the-product\"><\/span><em><b>Use Case I: Getting the Ensemble That Compliments the Product<\/b><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The shopper can view the curated looks and ensembles on the Product Detail Page (PDP) of each item. If an item is not available, the Vue.ai&#8217;s Ai Recommendation System proposes a similar item:<\/span><\/p>\n<figure id=\"attachment_3549\" aria-describedby=\"caption-attachment-3549\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3549\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-1-283x300.png\" alt=\"Visual Merchandising - Personalization\" width=\"750\" height=\"794\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-1-283x300.png 283w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-1.png 721w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-3549\" class=\"wp-caption-text\">The Label Life\u2019s <span style=\"color: #1e1e1e;\">\u201cComplete the Look\u201d allows shoppers to see ensembles that complement each product (Source: <a href=\"https:\/\/www.thelabellife.com\/\">thelabellife.com<\/a>)<\/span><\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"use-case-ii-recommend-complimentary-items\"><\/span><em><b>Use Case II: Recommend Complimentary Items<\/b><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The <a href=\"https:\/\/www.vue.ai\/products\/product-recommendations\/\">product recommendation engine<\/a> also suggests complementary items to shoppers, based on their price preferences:<\/span><\/p>\n<figure id=\"attachment_905\" aria-describedby=\"caption-attachment-905\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-905\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Use-Case-2-Thredup.gif\" alt=\"Ai Recommendation Engine\" width=\"750\" height=\"1028\"><figcaption id=\"caption-attachment-905\" class=\"wp-caption-text\">Help shoppers buy complementary products during the checkout process (Source: thredup.com)<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"use-case-iii-recommend-similar-items\"><\/span><em><b>Use Case III: Recommend Similar Items<\/b><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">The Ai Recommendation System also suggest items that are similar to the original products the model is wearing within the display image. So you not only get to shop the look, but also get to see alternatives.<\/span><\/p>\n<figure id=\"attachment_3551\" aria-describedby=\"caption-attachment-3551\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3551\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-3-280x300.png\" alt=\"Recommendation System\" width=\"750\" height=\"804\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-3-280x300.png 280w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-3.png 703w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-3551\" class=\"wp-caption-text\">Recommend alternatives to the products within the image. For example, The Label Life provides alternatives to the shoes that the model is wearing in the product image. (Source: thelabellife.com)<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"use-case-iv-get-other-looks\"><\/span><em><b>Use Case IV: Get Other Looks<\/b><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">This feature relates to the assumption that users want to see an article in more than one look\/styling.<\/span><\/p>\n<figure id=\"attachment_3552\" aria-describedby=\"caption-attachment-3552\" style=\"width: 750px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-3552\" src=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-4-278x300.png\" alt=\"Ai Product Recommendations\" width=\"750\" height=\"811\" srcset=\"https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-4-278x300.png 278w, https:\/\/www.vue.ai\/blog\/wp-content\/uploads\/2017\/03\/Cross-Product-Recommendations-Use-Case-4.png 767w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption id=\"caption-attachment-3552\" class=\"wp-caption-text\">Wondering how versatile that white shirt is? The Ensemble Generator shows you a different pairing suggestion (Source: thelabellife.com)<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"complete-the-look-works-and-the-numbers-prove-it\"><\/span><b><em>Complete the Look<\/em> Works, And The Numbers Prove It!<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">We put the feature to the test, going live with it across some of our fashion, furniture and lifestyle customers. We learned that while it works well on the product pages, it yields incredible results on the cart\/checkout page. If we were to look at some of the initial results of how it has performed, we learned that it has led to a <\/span><b>1.5x increase in the average order value (AOV)<\/b><span style=\"font-weight: 400;\">&nbsp;, with the <\/span><b>average order size (AOS) doubled <\/b>across the board<span style=\"font-weight: 400;\">. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Considering that this was a completely new feature for our customers, we\u2019d say these numbers are very encouraging. And with a <strong>GMV contribution of 25K USD to the revenue <\/strong>from a single widget, we&#8217;re ensuring these retailers are not leaving any money on the table. And with our algorithms only getting smarter, we can safely state that AI curated ensembles are the future of retail.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"read-about-our-shopping-cart-abandonment-blog\"><\/span>Read about our <a href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/shopping-cart-abandonment-ultimate-guide\/\">shopping cart abandonment<\/a> blog<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<h3><span class=\"ez-toc-section\" id=\"read-more-about-outfit-recommendation-solution\"><\/span>Read more about <a href=\"https:\/\/www.vue.ai\/products\/outfit-recommendations\/\">Outfit Recommendation<\/a> Solution<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"click-here-to-know-more-about-product-recommendation-engine\"><\/span>Click here to know more about <a href=\"https:\/\/www.vue.ai\/products\/product-recommendations\/\">Product Recommendation Engine<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\">6<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span> Here\u2019s a scenario for you: You\u2019ve found the perfect \u201cmatch\u201d on Tinder, and want to make an impression on your first date. You want to start off by looking for a shirt and find one that you really like. So you click on it to look at its product detail page. You start looking at  &#8230;<\/p>\n","protected":false},"author":23,"featured_media":3546,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1162],"tags":[30,31,230,33,29],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ai Recommendation System | Visual Merchandising | Vue.ai<\/title>\n<meta name=\"description\" content=\"Ai recommendation system provides visual style based cross product recommendations. 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