{"id":13590,"date":"2025-03-19T15:38:42","date_gmt":"2025-03-19T15:38:42","guid":{"rendered":"https:\/\/www.prime-ai.com\/?p=13590"},"modified":"2026-03-25T16:44:00","modified_gmt":"2026-03-25T16:44:00","slug":"chicwish-ai-size-recommendations","status":"publish","type":"post","link":"https:\/\/www.prime-ai.com\/en\/media\/chicwish-ai-size-recommendations\/","title":{"rendered":"ChicWish x Prime AI \u2013 How AI Size Recommendations Transformed Returns &amp; Sales"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13590\" class=\"elementor elementor-13590\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33dab3f5 e-flex e-con-boxed e-con e-parent\" data-id=\"33dab3f5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ad4eee0 elementor-widget elementor-widget-heading\" data-id=\"5ad4eee0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Unlocking $1.45M in Hidden Profit &amp; Exposing a $500k Fraud Loophole<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-148c07d1 e-flex e-con-boxed e-con e-parent\" data-id=\"148c07d1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:13620,&quot;url&quot;:&quot;https:\\\/\\\/www.prime-ai.com\\\/wp-content\\\/uploads\\\/2025\\\/03\\\/chicwish-banner-ai-size-recommendation-case-study.webp&quot;}],&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-77fe0ede e-con-full e-flex e-con e-child\" data-id=\"77fe0ede\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29610a6c elementor-widget elementor-widget-text-editor\" data-id=\"29610a6c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"6\">Chicwish, a fashion retailer renowned for its vintage-inspired women\u2019s clothing, faced a common challenge in online retail, high return rates due to sizing issues. Like many e-commerce brands, Chicwish struggled with size-related returns, bracketing (ordering multiple sizes), and stagnation in customer retention.<\/p><p data-path-to-node=\"7\">While the initial goal was simply to help customers find the right fit, a 20-month forensic analysis (April 2024 \u2013 Nov 2025) revealed that the Prime AI Clothing Size Finder was doing much more. It wasn&#8217;t just a sizing tool; it was a profit engine that unlocked <b data-path-to-node=\"7\" data-index-in-node=\"261\">$1.45 Million in incremental value<\/b> and exposed a massive hidden risk in the guest checkout process.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40cb5325 e-con-full e-flex e-con e-child\" data-id=\"40cb5325\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1ad9edb2 e-con-full e-flex e-con e-child\" data-id=\"1ad9edb2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-202709cb elementor-widget elementor-widget-image\" data-id=\"202709cb\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study-1024x1024.webp\" class=\"attachment-large size-large wp-image-13602\" alt=\"ChicWish AI size recommendations tool helping customers find the perfect fit for dresses, skirts, and knitwear.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study-1024x1024.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study-12x12.webp 12w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-ai-size-recommendation-case-study.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fdc0823 e-flex e-con-boxed e-con e-parent\" data-id=\"fdc0823\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8af6369 elementor-widget elementor-widget-text-editor\" data-id=\"8af6369\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>To tackle these challenges, ChicWish partnered with Prime AI to implement its advanced Clothing Size Finder transforming a standard sizing tool into a strategic profit engine. Over a 20-month period, this solution unlocked <b data-path-to-node=\"4,0\" data-index-in-node=\"224\">$1.45 Million in incremental value<\/b> and exposed <b data-path-to-node=\"4,0\" data-index-in-node=\"271\">$526k in hidden fraud risk<\/b>. Beyond simply reducing returns, the AI successfully minimised bracketing and increased guest order values, proving that precise fit recommendations drive both customer confidence and bottom-line growth.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6a3db9d6 e-flex e-con-boxed e-con e-parent\" data-id=\"6a3db9d6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-469bc53d e-con-full e-flex e-con e-child\" data-id=\"469bc53d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-494d6236 elementor-widget elementor-widget-heading\" data-id=\"494d6236\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The Challenge Beyond Return Rate\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f8516f2 elementor-widget elementor-widget-text-editor\" data-id=\"1f8516f2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Shopping for vintage-inspired fashion presents unique sizing challenges, particularly for dresses, skirts, and knitwear. Before implementing Prime AI, Chicwish faced several key issues:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38f57430 e-grid e-con-full e-con e-child\" data-id=\"38f57430\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f814d15 elementor-align-left elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"1f814d15\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-exclamation-triangle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">High Return Rates due to inconsistent sizing led to confusion and returns across key categories.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-exclamation-triangle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Significant bracketing behaviour, with customers ordering multiple sizes due to uncertainty and returning those that didn\u2019t fit.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-exclamation-triangle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Sizing inconsistencies across product types, leading to confusion and abandoned purchases.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-exclamation-triangle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Missed revenue opportunities due to stockouts, as high-demand products ran out before the brand could adjust production.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-exclamation-triangle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Limited visibility into customer demand by age group makes it difficult to effectively tailor product offerings and marketing campaigns.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3691b459 e-con-full e-flex e-con e-child\" data-id=\"3691b459\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6972bc28 elementor-widget elementor-widget-text-editor\" data-id=\"6972bc28\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Chicwish needed to know if the tool was actually profitable. A deep dive revealed that while strict controls existed for registered users, the Guest Checkout (90% of transactions) was a Wild West of hidden fraud and serial returners.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6c4b68a6 e-flex e-con-boxed e-con e-parent\" data-id=\"6c4b68a6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-244eb62c elementor-widget elementor-widget-image\" data-id=\"244eb62c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.arenasport.com\/en_uk\/008936-women-s-swimsuit-arena-vibrant.html\" target=\"_blank\" rel=\"noopener\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"515\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation-1024x659.webp\" class=\"attachment-large size-large wp-image-13598\" alt=\"\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation-1024x659.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation-300x193.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation-768x494.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation-1536x988.webp 1536w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation-18x12.webp 18w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/chicwish-case-study-size-recommendation.webp 2000w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-548aac0a e-flex e-con-boxed e-con e-parent\" data-id=\"548aac0a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-607cff8f e-con-full e-flex e-con e-child\" data-id=\"607cff8f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-231b632f elementor-widget elementor-widget-heading\" data-id=\"231b632f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prime AI\u2019s Custom-Built Intelligence<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32717f18 elementor-widget elementor-widget-text-editor\" data-id=\"32717f18\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"12\">Chicwish partnered with Prime AI to implement a custom-built Clothing Size Finder. This AI-powered tool provides precise, real-time size recommendations by learning continuously from sales, refunds, and biometric data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-11f0ac1d e-grid e-con-full e-con e-child\" data-id=\"11f0ac1d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e84a9c2 elementor-align-left elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4e84a9c2\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Eliminated customer guesswork, ensuring shoppers selected the correct size without relying on complex size charts.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Reduced bracketing behaviour, leading to fewer multiple-size purchases and returns.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Accounted for variations across product types, providing accurate recommendations across dresses, tops, skirts, outerwear, and knitwear.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Enhanced customer confidence, increasing purchase commitment and reducing cart abandonment.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Identified missed sales opportunities due to stockouts at the SKU level, enabling smarter inventory planning.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-24acb37a e-con-full e-flex e-con e-child\" data-id=\"24acb37a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92b525f elementor-align-left elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"92b525f\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Highlighted gaps in size availability, showing instances where customers couldn\u2019t find their correct size, reducing lost sales.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Provided customer insights by age group, revealing trends in conversion rates and product preferences across demographics.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Enabled real-time inventory adjustments, allowing ChicWish to predict and react to high-demand products before stockouts occurred.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Optimised paid marketing campaigns, aligning high-converting products with the right customer segments to improve Return on Ad Spend (ROAS).<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Fraud Detection, analysed transaction patterns to identify Absolute Waste accounts users who buy and return 100% of the value.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0a16093 e-flex e-con-boxed e-con e-parent\" data-id=\"0a16093\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bcfd69f e-con-full e-flex e-con e-child\" data-id=\"bcfd69f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5cbe675 elementor-widget elementor-widget-text-editor\" data-id=\"5cbe675\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">This seamless integration transformed ChicWish\u2019s e-commerce strategy, <strong>improving fit accuracy, driving revenue growth, and making inventory management more data-driven<\/strong>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-75e0874e e-flex e-con-boxed e-con e-parent\" data-id=\"75e0874e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f0a9417 e-con-full e-flex e-con e-child\" data-id=\"f0a9417\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d02efe9 elementor-widget elementor-widget-heading\" data-id=\"d02efe9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A $1.45M Profitability Gap<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c58360f elementor-widget elementor-widget-text-editor\" data-id=\"c58360f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"17\">The data confirms that the Prime AI Clothing Size Finder successfully delivered on its core promise: it reduced the percentage of revenue lost to returns while significantly boosting the value of every order.<\/p><h4 data-path-to-node=\"18\"><strong>Higher Confidence = Higher Spend<\/strong><\/h4><p data-path-to-node=\"19\">Conventional wisdom suggests that when customers spend more, returns spike. Here, the opposite happened. Prime AI users felt confident enough to buy more expensive items <i data-path-to-node=\"19\" data-index-in-node=\"170\">and<\/i> keep them.<\/p><ul data-path-to-node=\"20\"><li><p data-path-to-node=\"20,0,0\"><b data-path-to-node=\"20,0,0\" data-index-in-node=\"0\">Guest AOV Uplift:<\/b> Average Order Value for guests rose from $85 to <b data-path-to-node=\"20,0,0\" data-index-in-node=\"66\">$100 (+18%)<\/b>.<\/p><\/li><li><p data-path-to-node=\"20,1,0\"><b data-path-to-node=\"20,1,0\" data-index-in-node=\"0\">Net Profit Increase:<\/b> Prime AI users generated <b data-path-to-node=\"20,1,0\" data-index-in-node=\"46\">+17.8% more profit per order<\/b> (Guests) and <b data-path-to-node=\"20,1,0\" data-index-in-node=\"88\">+9.3%<\/b> (Registered) compared to non-users.<\/p><\/li><li><p data-path-to-node=\"20,2,0\"><b data-path-to-node=\"20,2,0\" data-index-in-node=\"0\">Total Added Value:<\/b> <b data-path-to-node=\"20,2,0\" data-index-in-node=\"19\">$1.45 Million in pure incremental profit.<\/b><\/p><\/li><\/ul><h4 data-path-to-node=\"21\">\u00a0<\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b47432c e-flex e-con-boxed e-con e-parent\" data-id=\"5b47432c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-28d4a485 e-con-full e-flex e-con e-child\" data-id=\"28d4a485\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e0f78c6 elementor-widget elementor-widget-heading\" data-id=\"4e0f78c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Reduction in Bracketing Behaviour<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-428d4cd0 elementor-widget elementor-widget-text-editor\" data-id=\"428d4cd0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Prime AI Size Finder Pro successfully reduced bracketing behavior (ordering 2+ sizes of the same item) by <b data-path-to-node=\"25\" data-index-in-node=\"90\">20%<\/b>. This directly lowered logistics\/warehousing costs and kept inventory available for other customers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-542e7fb5 e-grid e-con-full e-con e-child\" data-id=\"542e7fb5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-3d26d2b e-grid e-con-full e-con e-child\" data-id=\"3d26d2b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b766a7f e-con-full e-flex e-con e-child\" data-id=\"b766a7f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f4473ef elementor-widget elementor-widget-heading\" data-id=\"f4473ef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Less Bracketing<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c528150 elementor-widget elementor-widget-heading\" data-id=\"c528150\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">20%<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3c41a5d e-flex e-con-boxed e-con e-parent\" data-id=\"3c41a5d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-516211b e-con-full e-flex e-con e-child\" data-id=\"516211b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-812909d elementor-widget elementor-widget-heading\" data-id=\"812909d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fraud &amp; Loyalty<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-625f0f6 elementor-widget elementor-widget-text-editor\" data-id=\"625f0f6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"29\">The analysis revealed a critical vulnerability. While registered users were monitored, anonymous Guest Checkouts were hiding significant losses.<\/p><ul data-path-to-node=\"30\"><li><p data-path-to-node=\"30,0,0\"><b data-path-to-node=\"30,0,0\" data-index-in-node=\"0\">Visible Fraud:<\/b> We identified 301 registered Absolute Waste accounts draining <b data-path-to-node=\"30,0,0\" data-index-in-node=\"79\">$60,000 annually<\/b>.<\/p><\/li><li><p data-path-to-node=\"30,1,0\"><b data-path-to-node=\"30,1,0\" data-index-in-node=\"0\">Hidden Risk:<\/b> Extrapolating this behaviour to the Guest segment exposed an estimated <b data-path-to-node=\"30,1,0\" data-index-in-node=\"83\">$526,000 in potential fraud<\/b> from serial returners. Prime AI\u2019s behavioural tracking is now helping close this loophole.<\/p><\/li><\/ul><p data-path-to-node=\"32\"><b>Loyalty<\/b> is the primary bottleneck for fashion retail, with 82% of registered users typically shopping once and never returning. The Size Finder proved to be a powerful retention hook:<\/p><ul data-path-to-node=\"33\"><li><p data-path-to-node=\"33,0,0\">Prime AI users shop <b data-path-to-node=\"33,0,0\" data-index-in-node=\"31\">19% more frequently<\/b> than non-users.<\/p><\/li><li><p data-path-to-node=\"33,1,0\">Once a customer <b>trusts<\/b> the size recommendation for their first purchase, they are significantly more likely to shop again, compounding the tool&#8217;s value over time.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2180134a e-flex e-con-boxed e-con e-parent\" data-id=\"2180134a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-44804d41 e-con-full e-flex e-con e-child\" data-id=\"44804d41\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6b982e57 e-grid e-con-full e-con e-child\" data-id=\"6b982e57\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4129c530 elementor-widget elementor-widget-image\" data-id=\"4129c530\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder-1024x573.webp\" class=\"attachment-large size-large wp-image-13371\" alt=\"\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder-1024x573.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder-300x168.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder-768x430.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder-1536x859.webp 1536w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder-18x10.webp 18w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/03\/arena-prime-ai-size-finder.webp 2000w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51200fda e-con-full e-flex e-con e-child\" data-id=\"51200fda\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2d820103 elementor-widget elementor-widget-heading\" data-id=\"2d820103\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Prime AI Size Equals E-Commerce Success<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-733df996 elementor-widget elementor-widget-text-editor\" data-id=\"733df996\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"container\"><div id=\"model-response-message-contentr_6ba47804dc8a232b\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\" aria-live=\"off\" aria-busy=\"false\"><p data-path-to-node=\"35\">Chicwish\u2019s partnership with Prime AI highlights that data isn\u2019t just about reporting what happened, it\u2019s about finding where the money is hiding. By reducing operational waste, exposing fraud, and boosting customer confidence, Prime AI transformed from a simple utility into a <b data-path-to-node=\"35\" data-index-in-node=\"276\">million dollar profit driver<\/b>.<\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31c3a1e3 e-flex e-con-boxed e-con e-parent\" data-id=\"31c3a1e3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-77311b22 e-con-full e-flex e-con e-child\" data-id=\"77311b22\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2211978d e-grid e-con-full e-con e-child\" data-id=\"2211978d\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-45d28c30 e-con-full e-flex e-con e-child\" data-id=\"45d28c30\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d9e8455 elementor-widget elementor-widget-heading\" data-id=\"4d9e8455\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Want to Reduce Returns &amp; Increase Revenue?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e0d57a9 elementor-widget elementor-widget-text-editor\" data-id=\"5e0d57a9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/www.prime-ai.com\/requestdemo\/\"><strong>B<\/strong><b>ook a Demo Today!<\/b><\/a><span style=\"font-weight: 400;\"> Discover how <\/span><a href=\"https:\/\/www.prime-ai.com\/clothing-size-and-fit-finder\/\" target=\"_blank\" rel=\"noopener\"><b>Prime AI size recommendation technology<\/b><\/a><span style=\"font-weight: 400;\"> can transform your e-commerce business. <\/span>With accurate size predictions, reduced bracketing, and increased conversions, your brand can improve profitability while offering a seamless shopping experience. Don\u2019t let sizing uncertainty hold back your sales &#8211; start optimising today!<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e793123 e-flex e-con-boxed e-con e-parent\" data-id=\"e793123\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-74b4f9bb e-con-full e-flex e-con e-child\" data-id=\"74b4f9bb\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6a218413 e-grid e-con-full e-con e-child\" data-id=\"6a218413\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4d899d4e e-grid e-con-full e-con e-child\" data-id=\"4d899d4e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a5e8040 elementor-widget elementor-widget-heading\" data-id=\"5a5e8040\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Speak to us today<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-718fda94 elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"718fda94\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.prime-ai.com\/requestdemo\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Request a demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5fb401cf e-flex e-con-boxed e-con e-parent\" data-id=\"5fb401cf\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-323d43db e-con-full e-flex e-con e-child\" data-id=\"323d43db\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50d93aad elementor-widget elementor-widget-heading\" data-id=\"50d93aad\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">More Case Studies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e7c9fb5 elementor-grid-4 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"5e7c9fb5\" data-element_type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;4&quot;,&quot;pagination_type&quot;:&quot;numbers&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-18018 post type-post status-publish format-standard has-post-thumbnail hentry category-case-study category-clothing-size-and-fit-finder category-market-trends category-shoe-size-finder tag-ai-fit-finder tag-ai-for-fashion tag-ai-sizing-technology tag-csf tag-e-commerce-conversion tag-e-commerce-profitability tag-fashion-e-commerce tag-fashion-sustainability tag-multi-brand-fashion-return-reduction tag-online-shopping-returns tag-prime-ai tag-reduce-fashion-returns tag-reducing-refunds tag-return-rate-optimisation tag-size-recommendation-tool\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.prime-ai.com\/en\/media\/multi-brand-fashion-return-reduction\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study-1024x1024.webp\" class=\"attachment-large size-large wp-image-18204\" alt=\"multi-brand fashion return reduction case study showing how Prime AI\u2019s size recommendation tool helped reduce return rates and improve sizing confidence in online fashion retail.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study-1024x1024.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study-12x12.webp 12w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/multibrand-retailer-return-reduction-case-study.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Case Study<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.prime-ai.com\/en\/media\/multi-brand-fashion-return-reduction\/\">\n\t\t\t\tMulti-brand Fashion Return Reduction \u2013 How Prime AI Reduced Returns Across 14 Brands\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-18149 post type-post status-publish format-standard has-post-thumbnail hentry category-case-study category-clothing-size-and-fit-finder category-market-trends tag-ai-fit-finder tag-ai-for-fashion tag-ai-sizing-technology tag-csf tag-e-commerce-conversion tag-e-commerce-profitability tag-fashion-e-commerce tag-fashion-sustainability tag-online-shopping-returns tag-prime-ai tag-reduce-fashion-returns tag-reducing-refunds tag-return-rate-optimisation tag-size-recommendation-tool tag-speedo-return-reduction\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.prime-ai.com\/en\/media\/speedo-return-reduction\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study-1024x1024.webp\" class=\"attachment-large size-large wp-image-18156\" alt=\"speedo return reduction case study showing how Prime AI\u2019s size recommendation tool helped reduce return rates and improve sizing confidence in online fashion retail.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study-1024x1024.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study-12x12.webp 12w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/speedo-return-reduction-case-study.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Case Study<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.prime-ai.com\/en\/media\/speedo-return-reduction\/\">\n\t\t\t\tSpeedo Return Reduction: How Prime AI Slashes Returns\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-18140 post type-post status-publish format-standard has-post-thumbnail hentry category-case-study category-clothing-size-and-fit-finder category-market-trends category-shoe-size-finder tag-ai-fit-finder tag-ai-for-fashion tag-ai-sizing-technology tag-csf tag-e-commerce-conversion tag-e-commerce-profitability tag-fashion-e-commerce tag-fashion-sustainability tag-new-balance-return-reduction tag-online-shopping-returns tag-prime-ai tag-reduce-fashion-returns tag-reducing-refunds tag-return-rate-optimisation tag-size-recommendation-tool\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.prime-ai.com\/en\/media\/new-balance-return-reduction\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study-1024x1024.webp\" class=\"attachment-large size-large wp-image-18145\" alt=\"new balance return reduction case study showing how Prime AI\u2019s size recommendation tool helped reduce return rates and improve sizing confidence in online fashion retail.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study-1024x1024.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study-12x12.webp 12w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/new-balance-return-reduction-case-study.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Case Study<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.prime-ai.com\/en\/media\/new-balance-return-reduction\/\">\n\t\t\t\tNew Balance Return Reduction: How Prime AI Slashes Returns\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-18128 post type-post status-publish format-standard has-post-thumbnail hentry category-case-study category-clothing-size-and-fit-finder category-market-trends category-shoe-size-finder tag-ai-fit-finder tag-ai-for-fashion tag-ai-sizing-technology tag-csf tag-e-commerce-conversion tag-e-commerce-profitability tag-fashion-e-commerce tag-fashion-sustainability tag-online-shopping-returns tag-prime-ai tag-puma-return-reduction tag-reduce-fashion-returns tag-reducing-refunds tag-return-rate-optimisation tag-size-recommendation-tool\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.prime-ai.com\/en\/media\/puma-return-reduction\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study-1024x1024.webp\" class=\"attachment-large size-large wp-image-18133\" alt=\"puma return reduction case study showing how Prime AI\u2019s size recommendation tool helped reduce return rates and improve sizing confidence in online fashion retail.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study-1024x1024.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study-12x12.webp 12w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/puma-return-reduction-case-study.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__badge\">Case Study<\/div>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.prime-ai.com\/en\/media\/puma-return-reduction\/\">\n\t\t\t\tPuma Return Reduction: How Prime AI Slashes Returns\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<div class=\"e-load-more-anchor\" data-page=\"1\" data-max-page=\"11\" data-next-page=\"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590\/page\/2\/\"><\/div>\n\t\t\t\t<nav class=\"elementor-pagination\" aria-label=\"Pagination\">\n\t\t\t<span aria-current=\"page\" class=\"page-numbers current\"><span class=\"elementor-screen-only\">Page<\/span>1<\/span>\n<a class=\"page-numbers\" href=\"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" href=\"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590\/page\/3\/\"><span class=\"elementor-screen-only\">Page<\/span>3<\/a>\n<a class=\"page-numbers\" 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href=\"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590\/page\/10\/\"><span class=\"elementor-screen-only\">Page<\/span>10<\/a>\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Unlocking $1.45M in Hidden Profit &amp; Exposing a $500k Fraud Loophole Chicwish, a fashion retailer renowned for its vintage-inspired women\u2019s clothing, faced a common challenge<\/p>\n","protected":false},"author":1,"featured_media":13902,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[285,247,107],"tags":[409,404,407,406,61,410,64,408,66,405,169,271],"class_list":["post-13590","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-study","category-clothing-size-and-fit-finder","category-size-recommendation-and-fit-finder-tools","tag-ai-in-retail","tag-ai-size-recommendations","tag-chicwish","tag-conversion-rate-optimisation","tag-customer-experience","tag-demand-forecasting","tag-fashion-e-commerce","tag-fit-finder","tag-inventory-management","tag-online-shopping-returns","tag-prime-ai","tag-reduce-returns"],"_links":{"self":[{"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/comments?post=13590"}],"version-history":[{"count":49,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590\/revisions"}],"predecessor-version":[{"id":21076,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/13590\/revisions\/21076"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/media\/13902"}],"wp:attachment":[{"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/media?parent=13590"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/categories?post=13590"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/tags?post=13590"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}