{"id":11038,"date":"2024-07-11T15:53:08","date_gmt":"2024-07-11T13:53:08","guid":{"rendered":"https:\/\/easypicky.com\/how-is-image-recognition-transforming-the-world-of-retail\/"},"modified":"2024-07-12T11:08:24","modified_gmt":"2024-07-12T09:08:24","slug":"how-is-image-recognition-transforming-the-world-of-retail","status":"publish","type":"post","link":"https:\/\/easypicky.com\/en\/how-is-image-recognition-transforming-the-world-of-retail\/","title":{"rendered":"How is image recognition transforming the world of retail?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"11038\" class=\"elementor elementor-11038 elementor-11025\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-919f3c2 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"919f3c2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-367921a exad-glass-effect-no exad-sticky-section-no\" data-id=\"367921a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2940fc3 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"2940fc3\" data-element_type=\"widget\" data-e-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>In the dynamic world of retail, staying at the forefront of innovation is essential to prosper. Among the emerging technologies revolutionising the sector, image recognition occupies a prominent place. This cutting-edge technology, based on artificial intelligence, offers infinite possibilities for transforming the customer experience, optimising in-store operations and boosting sales.<\/p>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-534c1ff elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"534c1ff\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f96e9a4 exad-glass-effect-no exad-sticky-section-no\" data-id=\"f96e9a4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f361a95 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"f361a95\" data-element_type=\"widget\" data-e-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 basics of image recognition in retail<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bcccf26 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"bcccf26\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-815a08a exad-glass-effect-no exad-sticky-section-no\" data-id=\"815a08a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ef2f1ba exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"ef2f1ba\" data-element_type=\"widget\" data-e-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\tImage recognition, often referred to as visual analysis, represents a major technological advance in the retail sector. This technology is based on artificial intelligence algorithms that enable computers or mobile devices to &#8216;see&#8217; and interpret images in the same way as humans. In practical terms, this means that image recognition systems are capable of analysing and visually understanding the elements present in a photo or video.\nIn the retail context, image recognition has many applications. It can be used to analyse and categorise products on the shelves, identify brands and logos, track customer movements in the shop, and even evaluate the layout and presentation of products on the shelves.\nUnlike traditional methods of data collection, such as manual surveys or statistical analysis, image recognition offers a more accurate, rapid and scalable approach to gathering crucial information about the in-store environment. By harnessing this technology, retail players can obtain real-time data on product availability, item popularity and customer behaviour, enabling them to make more informed strategic decisions.\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9b0047d elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"9b0047d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aa237a6 exad-glass-effect-no exad-sticky-section-no\" data-id=\"aa237a6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18bcb2e exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"18bcb2e\" data-element_type=\"widget\" data-e-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 strategic benefits of image recognition<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3b98df6 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"3b98df6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0fc83c7 exad-glass-effect-no exad-sticky-section-no\" data-id=\"0fc83c7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0bcbeb4 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"0bcbeb4\" data-element_type=\"widget\" data-e-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\tImage recognition offers a host of strategic advantages for businesses, enabling them to remain competitive in a constantly evolving market.\nOne of the main advantages of image recognition is its ability to provide real-time data on the state of stocks and shelves in shops. Thanks to this technology, major retailers in this sector and brand sales forces can quickly identify missing products, out-of-stock situations or layout errors, enabling them to react quickly to avoid lost sales and improve the customer experience.\nAnother major advantage of image recognition is its ability to analyse and interpret data visually. Unlike traditional methods of data collection, such as manual surveys, image recognition can process vast quantities of information in record time, enabling retail players to make more informed and strategic decisions.\nImage recognition allows us to better understand customer behaviour in-store and adapt our offers accordingly. By analysing customer images, companies can identify purchasing trends, customer preferences and common buying paths, enabling them to personalise their offer and improve the customer experience.\nIn short, image recognition offers retail businesses a considerable competitive advantage by providing them with exhaustive, accurate, real-time data on the state of stocks and shelves in-store, enabling them to analyse and interpret the data visually, and offering them valuable insights into customer behaviour in-store. By making full use of this technology, they can improve their operations, optimise their offering and strengthen their competitiveness in the marketplace.\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9fdf14d elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"9fdf14d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ccc6d2 exad-glass-effect-no exad-sticky-section-no\" data-id=\"5ccc6d2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6e6600f exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"6e6600f\" data-element_type=\"widget\" data-e-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\">EasyPicky, the leading video image recognition solution for the retail sector<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5196904 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"5196904\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ba2d048 exad-glass-effect-no exad-sticky-section-no\" data-id=\"ba2d048\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0695e4d exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"0695e4d\" data-element_type=\"widget\" data-e-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\tIn a market where every centimeter of shelf space counts and careful merchandising is essential, the lack of accurate data hampers companies&#8217; ability to develop effective strategies. Image recognition is emerging as a transformative solution to these challenges, offering the potential to revolutionise the way companies collect, analyse and use field data in the dynamic and highly competitive environment of supermarket, pharmacy and specialist shop sales. And EasyPicky understands this.\nEasyPicky&#8217;s mission is to respond effectively to the promises of image recognition in the industry. Recognising the specific challenges faced by FMCG companies, EasyPicky has meticulously designed a solution that is perfectly aligned with their expectations.\nEasyPicky is an innovative solution that, thanks to built-in AI, makes it easy to carry out linear surveys using the video camera on a mobile device.\nSales representatives using EasyPicky have a high-performance tool with an impressive accuracy rate of up to 98%, enabling them to quickly and accurately determine the presence or absence of their products during in-store visits. Beyond simple detection, EasyPicky transforms raw data into relevant performance indicators, giving sales teams immediate access to the crucial metrics they need to make informed decisions.\nOne of the most remarkable features of EasyPicky is its unique offline functionality, which is a game-changer for sales staff making in-store visits. This offline functionality provides sales teams with high-quality data in real time, even in areas with limited or no network connectivity. This not only speeds up the shop visit process and automates and accelerates in-store data collection, but also enables sales representatives to focus their efforts on achieving sales targets more effectively.\nIn essence, EasyPicky is more than just a tool: it&#8217;s a strategic partner for retail players, brands, and distributors alike. It improves the speed, accuracy and productivity of shop visits, while providing invaluable information for optimising retail performance. And it&#8217;s all thanks to image recognition!\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fedffe3 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"fedffe3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-73b7d4a exad-glass-effect-no exad-sticky-section-no\" data-id=\"73b7d4a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab1dfb0 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"ab1dfb0\" data-element_type=\"widget\" data-e-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\">Future challenges and opportunities in image recognition<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-218770b elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"218770b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5aecad8 exad-glass-effect-no exad-sticky-section-no\" data-id=\"5aecad8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e6b3554 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"e6b3554\" data-element_type=\"widget\" data-e-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\tImage recognition offers transformational potential not only for retailers, but also for brands looking to maximise their in-store presence and performance. However, this technology is not without its challenges.\nFor specialist superstores, one of the major challenges is to guarantee the confidentiality and security of customer data. The collection and analysis of customer images raises privacy concerns, requiring robust measures to protect this data and ensure its ethical use. What&#8217;s more, integrating image recognition with existing systems can be complex, requiring significant investment in terms of time and resources. Ensuring interoperability with CRM, stock management and point-of-sale systems is essential to reap the full benefits of this technology. In this sense, the implementation of an image recognition tool within a company must come with full support, both in terms of the design of the solution and its implementation within the teams.\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a15c14e elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"a15c14e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a4413d7 exad-glass-effect-no exad-sticky-section-no\" data-id=\"a4413d7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e6fd883 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"e6fd883\" data-element_type=\"widget\" data-e-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:\/\/easypicky.com\/en\/our-expertise\/#advice\">\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\">Find out more about EasyPicky advice and guidance<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e859015 elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"e859015\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9c5d675 exad-glass-effect-no exad-sticky-section-no\" data-id=\"9c5d675\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-254e993 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"254e993\" data-element_type=\"widget\" data-e-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\tHowever, image recognition also opens up exciting opportunities. By combining this technology with artificial intelligence and data analysis, businesses can benefit from innovative solutions to improve the customer experience, optimise their operations and boost sales.\nImage recognition also provides valuable information about how products are presented in-store and perceived by consumers. By analysing a set of strategic KPIs, retail players can easily assess the effectiveness of their merchandising and display strategies, as well as the competition at the point of sale.\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c7329aa elementor-section-boxed elementor-section-height-default elementor-section-height-default exad-glass-effect-no exad-sticky-section-no\" data-id=\"c7329aa\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-325074f exad-glass-effect-no exad-sticky-section-no\" data-id=\"325074f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-068e0d1 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"068e0d1\" data-element_type=\"widget\" data-e-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\tImage recognition represents a major advance in the world of retail, offering companies a powerful tool for improving their performance and competitiveness. Thanks to this innovative technology, businesses can optimise their in-store operations, personalise the customer experience and make more informed strategic decisions.\nThe adoption of image recognition is not without its challenges, particularly in terms of the confidentiality and security of customer data, and integration with existing systems. Despite these obstacles, the opportunities offered by image recognition are too great to ignore, and companies that invest in this technology strategically are well-positioned to succeed in an ever-changing market.\nImage recognition is truly transforming the world of retail, offering innovative solutions to the complex challenges faced by specialist retailers and brands. By fully exploiting the potential of this technology, businesses can not only improve their operational efficiency but also deliver exceptional customer experiences and drive growth and success in the competitive retail market.\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>In the dynamic world of retail, staying at the forefront of innovation is essential to prosper. Among the emerging technologies revolutionising the [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":11036,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"none","_seopress_titles_title":"How is image recognition transforming the world of retail?","_seopress_titles_desc":"In the dynamic world of retail, image recognition is one of the emerging technologies revolutionising the sector.","_seopress_robots_index":"","content-type":"","footnotes":""},"categories":[1,46,38],"tags":[],"class_list":["post-11038","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data","category-digital-transformation","category-shelf-audit"],"_links":{"self":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts\/11038","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/comments?post=11038"}],"version-history":[{"count":12,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts\/11038\/revisions"}],"predecessor-version":[{"id":11060,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/posts\/11038\/revisions\/11060"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/media\/11036"}],"wp:attachment":[{"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/media?parent=11038"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/categories?post=11038"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/easypicky.com\/en\/wp-json\/wp\/v2\/tags?post=11038"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}