{"id":3620,"date":"2025-01-24T11:50:21","date_gmt":"2025-01-24T11:50:21","guid":{"rendered":"https:\/\/www.prime-ai.com\/?p=3620"},"modified":"2025-09-09T12:58:11","modified_gmt":"2025-09-09T12:58:11","slug":"what-is-a-size-finder-csf-c","status":"publish","type":"post","link":"https:\/\/www.prime-ai.com\/en\/media\/what-is-a-size-finder-csf-c\/","title":{"rendered":"What is a Size Finder?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3620\" class=\"elementor elementor-3620\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a195931 e-flex e-con-boxed e-con e-parent\" data-id=\"a195931\" 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-7050179 elementor-widget elementor-widget-heading\" data-id=\"7050179\" 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\">What is Size Finder?<\/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-4e4a30c e-flex e-con-boxed e-con e-parent\" data-id=\"4e4a30c\" 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-a69a13c elementor-widget elementor-widget-html\" data-id=\"a69a13c\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<iframe style=\"border-radius:12px\" src=\"https:\/\/open.spotify.com\/embed\/episode\/60GfF90H1zPJqDEYoBVF6O?utm_source=generator\" width=\"100%\" height=\"352\" frameBorder=\"0\" allowfullscreen=\"\" allow=\"autoplay; clipboard-write; encrypted-media; fullscreen; picture-in-picture\" loading=\"lazy\"><\/iframe>\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-3532a2c e-flex e-con-boxed e-con e-parent\" data-id=\"3532a2c\" 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-1d0077b elementor-widget elementor-widget-text-editor\" data-id=\"1d0077b\" 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;\">Goal of Size Finder technologies to help shoppers find the right size the first time to reduce the number of returned clothing and footwear products due to sizing to improve customer satisfaction and give a good reason to shop in stores that offer Size Finder. And the bigger picture is sustainability, and the profitability of the business.<\/span><\/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-b335c59 e-flex e-con-boxed e-con e-parent\" data-id=\"b335c59\" 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-3d41138 elementor-widget elementor-widget-video\" data-id=\"3d41138\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/ZEdJnTRov8U&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\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-4052979 e-flex e-con-boxed e-con e-parent\" data-id=\"4052979\" 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-c3674b7 elementor-widget elementor-widget-heading\" data-id=\"c3674b7\" 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 Evolution of Size Finder Technology<\/h2>\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-66ae51c e-flex e-con-boxed e-con e-parent\" data-id=\"66ae51c\" 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-7ab5adb elementor-widget elementor-widget-text-editor\" data-id=\"7ab5adb\" 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;\">Due to the fascinating evolution of technology, we have moved way beyond those Basic Size Charts. Now retailers use Size Finder technologies that use many data sources, different algorithms to try to predict the perfect size and fit for shoppers online. <\/span><\/p><p><span style=\"font-weight: 400;\">The concept of a Size Finder is not entirely new; however, its capabilities have been vastly enhanced over the years. Initially, these tools relied on basic algorithms that considered general measurements to suggest sizes. Today, advanced Size Finders leverage sophisticated artificial intelligence and machine learning algorithms to provide highly accurate and personalised size recommendations. By analysing a shopper&#8217;s unique body measurements, preferences, and even past purchase behaviours, these tools can suggest sizes with remarkable precision.<\/span><\/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-32f3f63 e-flex e-con-boxed e-con e-parent\" data-id=\"32f3f63\" 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-42d7e28 elementor-widget elementor-widget-image\" data-id=\"42d7e28\" 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=\"768\" height=\"576\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/Image-CSF-Product-Card-768x576.webp\" class=\"attachment-medium_large size-medium_large wp-image-16764\" alt=\"\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/Image-CSF-Product-Card-768x576.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/Image-CSF-Product-Card-300x225.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/Image-CSF-Product-Card-1024x768.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/Image-CSF-Product-Card-16x12.webp 16w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/05\/Image-CSF-Product-Card.webp 1500w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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-9d2eb70 e-flex e-con-boxed e-con e-parent\" data-id=\"9d2eb70\" 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-b96f4ab elementor-widget elementor-widget-heading\" data-id=\"b96f4ab\" 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\">Size Finder Types<\/h2>\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-356a8c2 e-flex e-con-boxed e-con e-parent\" data-id=\"356a8c2\" 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-3ec1b56 elementor-widget elementor-widget-text-editor\" data-id=\"3ec1b56\" 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;\">The ultimate question is can Size Finders actually solve the problem and can we say goodbye to those online refunds due to sizing &#8211; that\u2019s the dream. We are breaking down a bunch of different types of Size Finder technologies here, so you can think of them as a spectrum of complexity. So, on the simpler side we have Size Chart Comparative digital versions and on the most complex side we have Predictive AI with Adaptive Hybrid Systems.&nbsp;<\/span><\/p>\n<p><b>Static Size Chart Comparators Digital Versions&nbsp;<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Static size chart comparative digital versions of the size charts you find in every store. These are generic based on what the brand thinks should fit, but no relation to individual product style. Easy for retailers to implement some free apps on the Shopify App Store and other app stores, but these are not very personalised to the brand, nor to the shopper, and we are not even going into more variables that affect sizing. So, these are not very helpful and not groundbreaking, it is level one of Size finder technologies.&nbsp;<\/span><\/p>\n<p><b>Basic Statistical Tools<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Think of them as the predecessors to the more advanced systems. These types of tools on Shopify App store cost around $50 and less per month, despite various pricing models each has. This type of Size Finder technology takes a few basic measurements into account, despite them asking about height, weight and some body shapes, it lacks the complexity and the predictive power of the fancier ones of the more advanced systems that use more sophisticated statistical methods or incorporate machine learning. So, they are not quite smart with limited data and no understanding about actual products or body shapes whatsoever. In more simple terms it\u2019s like a calculator.&nbsp;<\/span><\/p>\n<p><b>Brand to Brand Comparators<\/b><span style=\"font-weight: 400;\">&nbsp;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It\u2019s like you looking at a size chart saying I am a medium in H&amp;M, so I am a medium in this brand. It\u2019s magic, right? In many cases you will find that your input is identical to the answer you get. This is not very sophisticated. As you know, each style and size can fit totally differently and even the same product in different colours can fit differently. It has been reported many times from shoppers and journalists, read <\/span><a href=\"https:\/\/www.theguardian.com\/fashion\/2023\/sep\/15\/why-womens-clothing-sizes-dont-measure-up\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">here<\/span><\/a><span style=\"font-weight: 400;\"> to see an example.&nbsp; In other words this type of Size Finder is rubbish in, rubbish out. Some of them have elements of Machine Learning (which is labelled in marketing materials as AI) to bridge the gap between rubbish in, rubbish out, however it is impossible to bridge this gap as each product is unique on how it fits, how it stretches, in what style it should be worn etc. Then this needs thousands if not millions data points, by the time it collects this data even at global scale product reaches its end of season, meaning these technologies can never learn at fit level, and they are lightyears away from understanding product fit at Product ID level, and the colour level is even further away than lightyears, and then add in the mix of different sized people that are tall and thin, wide hips etc. You can see the limitations clearly already. Sizing is so inconsistent across different brands and even inside the brand making Brand to Brand Comparators, the results are very icy. Read here about H&amp;Ms sizing inconsistency <\/span><a href=\"https:\/\/www.bbc.co.uk\/news\/business-66933363\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">here<\/span><\/a><span style=\"font-weight: 400;\">.&nbsp;<\/span><\/p>\n<p><b>Statistical Matching Tools<\/b><\/p>\n<p><span style=\"font-weight: 400;\">This is a step up in level of sophistication in Size Finder technologies. These use data from a lot of shoppers to make size recommendations at category level, some try at product ID level, but product ID level is too challenging for this technology. They take thousands, millions of shoppers, associate things like weight, height, some body shape inputs, with the purchases and assume that other shoppers with the identical inputs might fit into the same size. Which is not the case in the first place, secondly these need millions of data points and these are typically available for well known brands and the most common sizes like S, M, L. Anything beyond these becomes a struggle and peppered with inaccuracies. This type of Size Finder technology gets better over time as they analyse more data, but as mentioned, accuracy diminishes when going beyond people that are in the middle of the sizing spectrum. When going for fit, the product ID level results become very flaky, so there is no need to even discuss further about the capabilities at the colour level of such technology. These quite often claim to be Artificial Intelligence, this is where the grey zone starts about the definition of \u201cWhat is AI?\u201d. <\/span><\/p>\n<p><b>Predictive AI with Hybrid Systems<\/b><\/p>\n<p><span style=\"font-weight: 400;\">We are talking about systems that leverage artificial intelligence and machine learning to create highly personalised size recommendations. Systems also gather information about age, weight, height, body shape form which can be outputted body measurements. AI analyses all information about the actual shoppers visiting specific online stores, past purchases. It learns purely from the actual customers in that store, not something that has happened in another country in another store with similar products. In other words, data is not clouded about history somewhere else. It purely learns from a single retailer\u2019s actual data and if a retailer trades in multiple locales, the evolution is specific to the locale goods being traded. All this, along with brand specific size charts and it uses really complex algorithms to understand every single SKU from the actual inventory that the retailer holds, yet again not similar products. Since visually the same product produced in different factories or in a different year can fit differently and the same person would need a different size. Technology is like your personal shopping assistant that consciously learns at multi-level dimensions. Getting data from various sources, visual analysis, customer feedback, sales, refunds data, past purchases and more. Different sizing by category, fit and even product ID, despite everything looking the same at the front end, the customer in the back end, there are complex neural networks and adaptive AI systems orchestrating the process to determine the right size for the shopper. You can then imagine what insights you can get with the collected data to optimise the business. Do you know how much money you leave on the table? You not only unlock missed sales opportunities, but reduce operational costs due to less refunds, making your business more profitable. But these types of tools come with their own price tag. This is not your Shopify App store, a copy\/paste app printed for every single retailer the same. This type of Size Finder requires precision in connecting systems and the custom integration is carried out for every single client to adapt to their systems and data sources. <\/span><\/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-02676fe e-flex e-con-boxed e-con e-parent\" data-id=\"02676fe\" 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-ba870f6 elementor-widget elementor-widget-heading\" data-id=\"ba870f6\" 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\">Body Scanning Solutions<\/h2>\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-289cee3 e-flex e-con-boxed e-con e-parent\" data-id=\"289cee3\" 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-e442411 elementor-widget elementor-widget-text-editor\" data-id=\"e442411\" 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;\">Body scanning tools used to try and help these sizing issues have not been a popular choice amongst customers. The invasive process of having to upload images of your body to an app has left some customers feeling uneasy and uncomfortable. It is intrusive and too time consuming, thus pretty much no customers are using them. Read a case study about a retailer who moved from body scanning solution to Prime AI\u2019s Size Finder <\/span><a href=\"https:\/\/www.prime-ai.com\/en\/media\/luxury-retailer-size-finder-case-study-csf-d\/\"><span style=\"font-weight: 400;\">here<\/span><\/a><span style=\"font-weight: 400;\">. You can also read <\/span><a href=\"https:\/\/www.prime-ai.com\/en\/media\/primeai-ecommerce-sizing-solution-csf-c\/\"><span style=\"font-weight: 400;\">here<\/span><\/a><span style=\"font-weight: 400;\"> to see the comparison of Prime AI\u2019s Size Finder vs. Body Scanning Solutions.<\/span><\/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-1b3356f e-flex e-con-boxed e-con e-parent\" data-id=\"1b3356f\" 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-715a989 elementor-widget elementor-widget-heading\" data-id=\"715a989\" 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\">Why Use Size Finder?<\/h2>\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-4225bb3 e-flex e-con-boxed e-con e-parent\" data-id=\"4225bb3\" 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-a3341da elementor-widget elementor-widget-text-editor\" data-id=\"a3341da\" 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<ul><li><span style=\"font-weight: 400;\">Sustainability is increasingly important for all industries, online fashion is no exception. Think about all those returns, about those clothes being shipped back-and-forth. It creates a huge carbon footprint, so if technology can help even a small percentage of shoppers find the right fit the first time, the environmental impact becomes really substantial when this technology is adopted widely. It is good for the shoppers, it is good for the planet. Thus, having such technology for retailers should really be mandatory. Read more about benefits in <\/span><a href=\"https:\/\/www.mckinsey.com\/industries\/retail\/our-insights\/state-of-fashion\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">McKinsey &amp; Company<\/span><\/a><span style=\"font-weight: 400;\"> report.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7c705a8 elementor-widget elementor-widget-text-editor\" data-id=\"7c705a8\" 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<ul><li><span style=\"font-weight: 400;\">Accurate sizing recommendations have led to a decrease in size-related returns, addressing issues like &#8216;bracketing&#8217; where customers order multiple sizes to try on at home <\/span><a href=\"https:\/\/www.voguebusiness.com\/story\/consumers\/haul-culture-is-fuelling-returns-what-can-brands-do\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Vogue\u00a0 Business<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7c98b3 elementor-widget elementor-widget-text-editor\" data-id=\"f7c98b3\" 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<ul><li><span style=\"font-weight: 400;\">Even Amazon decided to give more reasons for shoppers to shop on their marketplace by moving into the Size Finder technology domain by switching off their try before you buy at home service &#8211; read <\/span><a href=\"https:\/\/www.retaildive.com\/news\/amazon-ends-prime-try-before-you-buy-stitch-fix-service\/737164\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">here<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li><\/ul>\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-5e5a87a6 e-flex e-con-boxed e-con e-parent\" data-id=\"5e5a87a6\" 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-785b6623 e-con-full e-flex e-con e-child\" data-id=\"785b6623\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-69a23e63 e-grid e-con-full e-con e-child\" data-id=\"69a23e63\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3c32b57d e-grid e-con-full e-con e-child\" data-id=\"3c32b57d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59e71153 elementor-widget elementor-widget-heading\" data-id=\"59e71153\" 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-702a5b14 elementor-align-right elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"702a5b14\" 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-7548b84e e-flex e-con-boxed e-con e-parent\" data-id=\"7548b84e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-12341a9c e-con-full e-flex e-con e-child\" data-id=\"12341a9c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a1d7726 elementor-widget elementor-widget-heading\" data-id=\"5a1d7726\" 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 from the blog<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19d88674 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=\"19d88674\" 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-20819 post type-post status-publish format-standard has-post-thumbnail hentry category-5-min-read category-refund-fraud tag-e-commerce-technology tag-fashion-returns tag-mobile-commerce tag-predictive-ai tag-prime-ai tag-shopper-confidence tag-size-finder tag-size-recommendation tag-zero-input-size-finder\" 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\/how-size-finder-actually-doubles-the-ltv\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1-1024x1024.webp\" class=\"attachment-large size-large wp-image-20828\" alt=\"AI-powered Size Finder illustration showing growth in customer lifetime value (LTV) through improved fit accuracy and retention.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1-1024x1024.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1-12x12.webp 12w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/02\/how-size-finder-doubles-ltv-1200x1200-1.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\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\/how-size-finder-actually-doubles-the-ltv\/\">\n\t\t\t\tHow Size Finder Actually Doubles the LTV\u200b\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-20664 post type-post status-publish format-standard has-post-thumbnail hentry category-5-min-read category-refund-fraud tag-e-commerce-technology tag-fashion-returns tag-mobile-commerce tag-predictive-ai tag-prime-ai tag-shopper-confidence tag-size-finder tag-size-recommendation tag-zero-input-size-finder\" 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\/how-ai-stops-guest-checkout-fraud-and-return-abuse\/\" tabindex=\"-1\"><div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/01\/guest-checkout-fraud-return-abuse.webp\" class=\"attachment-large size-large wp-image-20673\" alt=\"Illustration showing guest checkout fraud and return abuse, with warning icons on a shopping cart, suspicious user figure, and return package symbols in a digital retail environment.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/01\/guest-checkout-fraud-return-abuse.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/01\/guest-checkout-fraud-return-abuse-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/01\/guest-checkout-fraud-return-abuse-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/01\/guest-checkout-fraud-return-abuse-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2026\/01\/guest-checkout-fraud-return-abuse-12x12.webp 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\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\/how-ai-stops-guest-checkout-fraud-and-return-abuse\/\">\n\t\t\t\tHow AI Stops Guest Checkout Fraud and Return Abuse\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-20633 post type-post status-publish format-standard has-post-thumbnail hentry category-7-min-read category-clothing-size-and-fit-finder category-size-recommendation-and-fit-finder-tools category-virtual-try-on tag-e-commerce-technology tag-fashion-returns tag-mobile-commerce tag-predictive-ai tag-prime-ai tag-shopper-confidence tag-size-finder tag-size-recommendation tag-zero-input-size-finder\" 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\/virtual-try-on-technology\/\" 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\/12\/virtual_try_on_technology.webp\" class=\"attachment-large size-large wp-image-20636\" alt=\"Visual showing virtual try-on technology: a product displayed on a website, a user uploading their photo, and the system dressing the user in the selected product.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/12\/virtual_try_on_technology.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/12\/virtual_try_on_technology-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/12\/virtual_try_on_technology-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/12\/virtual_try_on_technology-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/12\/virtual_try_on_technology-12x12.webp 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\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\/virtual-try-on-technology\/\">\n\t\t\t\tVirtual Try On Technology\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-20441 post type-post status-publish format-standard has-post-thumbnail hentry category-clothing-size-and-fit-finder category-size-recommendation-and-fit-finder-tools tag-e-commerce-technology tag-fashion-returns tag-mobile-commerce tag-predictive-ai tag-prime-ai tag-shopper-confidence tag-size-finder tag-size-recommendation tag-zero-input-size-finder\" 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\/frictionless-commerce-is-arriving-faster-than-retail-can-react\/\" 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\/11\/frictionless_commerce.webp\" class=\"attachment-large size-large wp-image-20450\" alt=\"Text graphic reading \u2018Frictionless commerce is arriving faster than retail can react\u2019 on a dark background with blue and pink polka dots.\" srcset=\"https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/11\/frictionless_commerce.webp 1024w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/11\/frictionless_commerce-300x300.webp 300w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/11\/frictionless_commerce-150x150.webp 150w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/11\/frictionless_commerce-768x768.webp 768w, https:\/\/www.prime-ai.com\/wp-content\/uploads\/2025\/11\/frictionless_commerce-12x12.webp 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><\/div><\/a>\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\/frictionless-commerce-is-arriving-faster-than-retail-can-react\/\">\n\t\t\t\tFrictionless Commerce Is Arriving Faster Than Retail Can React\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=\"26\" data-next-page=\"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/3620\/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\/3620\/page\/2\/\"><span class=\"elementor-screen-only\">Page<\/span>2<\/a>\n<a class=\"page-numbers\" 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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\">Share<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-789d7d63 elementor-share-buttons--shape-rounded elementor-share-buttons--view-icon elementor-grid-mobile-1 elementor-share-buttons--skin-gradient elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"789d7d63\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Teilen auf linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span 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aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_telegram\" role=\"button\" tabindex=\"0\" aria-label=\"Teilen auf telegram\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-telegram\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_whatsapp\" role=\"button\" tabindex=\"0\" aria-label=\"Teilen auf whatsapp\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-whatsapp\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_email\" role=\"button\" tabindex=\"0\" aria-label=\"Teilen auf email\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fas fa-envelope\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\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>What is Size Finder? Goal of Size Finder technologies to help shoppers find the right size the first time to reduce the number of returned<\/p>\n","protected":false},"author":1,"featured_media":9940,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[130,247,107],"tags":[],"class_list":["post-3620","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-8-min-read","category-clothing-size-and-fit-finder","category-size-recommendation-and-fit-finder-tools"],"_links":{"self":[{"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/3620","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=3620"}],"version-history":[{"count":75,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/3620\/revisions"}],"predecessor-version":[{"id":20078,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/posts\/3620\/revisions\/20078"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/media\/9940"}],"wp:attachment":[{"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/media?parent=3620"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/categories?post=3620"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.prime-ai.com\/en\/wp-json\/wp\/v2\/tags?post=3620"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}