{"id":33561,"date":"2022-05-05T18:53:44","date_gmt":"2022-05-05T18:53:44","guid":{"rendered":"https:\/\/www.bloomreach.com\/?post_type=library&#038;p=33561"},"modified":"2024-09-17T10:14:43","modified_gmt":"2024-09-17T10:14:43","slug":"the-anatomy-of-personalized-search","status":"publish","type":"library","link":"https:\/\/www.bloomreach.com\/en\/library\/guides\/the-anatomy-of-personalized-search","title":{"rendered":"The Anatomy of Personalized Search"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"h-introduction\">Introduction<\/h2>\n\n\n\n<p>If you\u2019re looking to unlock magical customer experiences that foster customer loyalty online, the key lies with personalization and artificial intelligence (AI).<\/p>\n\n\n\n<p>But first, think back to the last in-store shopping experience you had that surprised or delighted you. Even if it\u2019s been a while, we\u2019ve all had at least one stellar shopping experience, and it most likely had to do with that extra bit of attention to detail or personalization.<\/p>\n\n\n\n<p>The challenge, though, is how marketers and merchandisers can translate those same meaningful, in-person experiences to an online setting. When site search returns zero results or irrelevant products, that can lead to customer frustration and drop-off, especially with so much competition online in today\u2019s market.<\/p>\n\n\n\n<p>That\u2019s where AI in marketing comes in. By leveraging customer data and machine learning, you can anticipate your customer\u2019s next move and improve the customer experience.<\/p>\n\n\n\n<p>Read on to learn how to use AI-driven tools and take advantage of personalized search features in order to enable your online shoppers to feel understood, delighted, and eager to return to your site.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-personalized-search-experience-defined\">Personalized Search Experience, Defined<\/h2>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1000\" style=\"aspect-ratio: 1460 \/ 1000;\" width=\"1460\" autoplay muted preload=\"none\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/Bloomreach_Anatomy_of_Search_2_1.mp4\" playsinline><\/video><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"98\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/semantic-understanding-personalized-search@2x-1024x98.png\" alt=\"semantic understanding\" class=\"wp-image-33603\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/semantic-understanding-personalized-search@2x-1024x98.png 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/semantic-understanding-personalized-search@2x-300x29.png 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/semantic-understanding-personalized-search@2x-768x74.png 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/semantic-understanding-personalized-search@2x.png 1460w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>DEFINITION<\/strong><\/p>\n\n\n\n<p>Semantic understanding is a product data search technique that aims to not only find keywords, but to determine the intent and meaning of the words a person is using for search.<\/p>\n\n\n\n<p><strong>EXPLANATION<\/strong><\/p>\n\n\n\n<p>A customer searching for \u201cchocolate milk\u201d is looking for something very different than one searching for \u201cmilk chocolate\u201d \u2014 can your search bar tell the difference? To avoid customer frustration, your search bar must understand the subtle differences in search terms, find similar results, and make shoppers feel understood. A search bar with semantic understanding helps brands understand what customers are looking for and surface the most relevant search results \u2014 at scale.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1000\" style=\"aspect-ratio: 1460 \/ 1000;\" width=\"1460\" autoplay muted preload=\"none\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/Bloomreach_Anatomy_of_Search_3_1.mp4\" playsinline><\/video><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"98\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/1-1-segmentation-based-personalization@2x-1024x98.png\" alt=\"1:1 and segment-based personalization\" class=\"wp-image-33610\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/1-1-segmentation-based-personalization@2x-1024x98.png 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/1-1-segmentation-based-personalization@2x-300x29.png 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/1-1-segmentation-based-personalization@2x-768x74.png 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/1-1-segmentation-based-personalization@2x.png 1460w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>DEFINITION<\/strong><\/p>\n\n\n\n<p>1:1 and segment-based personalization allows companies to rank the products shown on search results pages in a way that\u2019s unique for each individual visitor.<\/p>\n\n\n\n<p><strong>EXPLANATION<\/strong><\/p>\n\n\n\n<p>This feature makes it easy to personalize search results based on a customer\u2019s affinity for products having a particular attribute (such as gender, brand, or category). For example, a search request for a \u201cwinter coat\u201d seems simple enough to service. But would you wear the same winter coat in California that you would in Vancouver? 1:1 and segment-based personalization adjusts how products appear and how products rank for each visitor, so they no longer need to sift through cluttered, irrelevant search results to find the product they had in mind. Understanding user preferences on an almost individual basis \u2014 thanks to the combined power of customer data and AI \u2014 allows companies to reorder products based on segments to offer an optimally personalized experience. This ensures your company isn\u2019t returning search results for a light windbreaker to Canadians in January.<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1000\" style=\"aspect-ratio: 1460 \/ 1000;\" width=\"1460\" autoplay muted preload=\"none\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/Bloomreach_Anatomy_of_Search_4_1.mp4\" playsinline><\/video><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"98\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/sku-select-personalized-search@2x-1024x98.png\" alt=\"sku select\" class=\"wp-image-33616\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/sku-select-personalized-search@2x-1024x98.png 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/sku-select-personalized-search@2x-300x29.png 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/sku-select-personalized-search@2x-768x74.png 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/sku-select-personalized-search@2x.png 1460w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>DEFINITION<\/strong><\/p>\n\n\n\n<p>Customize your SKU selection to make sure that the right product variant is identified and returned on search and filter queries<\/p>\n\n\n\n<p><strong>EXPLANATION<\/strong><\/p>\n\n\n\n<p>If your search results aren\u2019t personalizing the thumbnail of the product image, that\u2019s a missed opportunity. If a customer searches for \u201cmedium red yoga pants\u201d on your site, they\u2019re expecting to see an image that reflects the exact attributes of the product \u2014 in this case, that would be a picture of a model wearing, you guessed it, medium red yoga pants. If your search result shows a generic pair of black yoga pants, even though red is an available color variation, then you risk losing your customer\u2019s interest immediately. By adjusting the preview image based on product attributes, you ensure that the product search experience is as personalized as possible.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-enabling-truly-personalized-search\">Enabling Truly Personalized Search<\/h2>\n\n\n\n<p>To achieve truly personalized search, you need to be able to collect&nbsp;<a href=\"https:\/\/www.bloomreach.com\/en\/blog\/what-is-commerce-data-and-why-is-it-important-to-e-commerce-personalization\">commerce data<\/a>&nbsp;(the combination of collected customer data and product data), use that data to effectively show customers what they want, and properly balance the \u201cin the moment\u201d intentions of customers with previously collected data.<\/p>\n\n\n\n<p>But your algorithm can\u2019t personalize the same way every time. It must be able to pivot from personalizing based on a shopper\u2019s perceived preferences to personalizing based on their in-session intentions. A customer may have been shopping for herself yesterday, and has come back today to find a gift for her father \u2014 your algorithm needs to recognize that and adjust in real time. Intelligent product search understands the difference.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"498\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/woman-on-computer-1024x498.png\" alt=\"woman served relevant search results with personalized search\" class=\"wp-image-33622\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/woman-on-computer-1024x498.png 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/woman-on-computer-300x146.png 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/woman-on-computer-768x373.png 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/woman-on-computer.png 1460w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-put-your-own-website-to-the-test\">Put Your Own Website to The Test!<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-what-happens-when-your-customers-search-for\">What happens when your customers search for:<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"700\" height=\"350\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/organic-bananas-personalized-search@2x.png\" alt=\"\" class=\"wp-image-33626\" style=\"width:412px;height:auto\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/organic-bananas-personalized-search@2x.png 700w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/organic-bananas-personalized-search@2x-300x150.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p><strong>Organic bananas<\/strong><\/p>\n\n\n\n<p>Or organic anything, for that matter. It\u2019s no secret that online grocery shoppers can be quite picky about their needs and wants. Is your search up to the task? Can your search bar take socio-economic factors into account and consider those factors when displaying products?<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"350\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/dress-shirt-personalized-search@2x.png\" alt=\"\" class=\"wp-image-33629\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/dress-shirt-personalized-search@2x.png 700w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/dress-shirt-personalized-search@2x-300x150.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p><strong>Dress shirt<\/strong><\/p>\n\n\n\n<p>What do you notice? More importantly, are you getting results for \u201cdress shirt\u201d rather than \u201cshirt dress\u201d? What type of dress shirt (men\u2019s, women\u2019s, long sleeve, short sleeve, etc.) results are surfacing? Are those results personalized to the shopper?<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"350\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/gloves-personalized-search-example.png\" alt=\"searching for gloves example for personalized search whitepaper\" class=\"wp-image-33638\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/gloves-personalized-search-example.png 700w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/gloves-personalized-search-example-300x150.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p><strong>Gloves<\/strong><\/p>\n\n\n\n<p>How many varieties of gloves do you sell? Would different customer types expect to see different results for \u201cgloves\u201d (e.g., latex gloves for a hospital, food service gloves for a restaurant, electrical protection gloves for electricians) at the top of their results? Does your experience treat all customers the same?<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"350\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/coastal-photo-frames.png\" alt=\"coastal photo frame search example for personalized search.\" class=\"wp-image-33642\" style=\"object-fit:cover\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/coastal-photo-frames.png 700w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/coastal-photo-frames-300x150.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p><strong>Coastal photo frames<\/strong><\/p>\n\n\n\n<p>How about here? Does your search bar recognize the very specific nature of this search intent? Does it recognize that with the use of the term \u201cphoto,\u201d the visitor is not looking for a coastal photo but rather a frame with a coastal design? When search results populate, are frames with beachy or coastal features the first to appear?<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"350\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/screw-manufacturing-example.png\" alt=\"screw machine drill bit example for personalized search whitepaper\" class=\"wp-image-33645\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/screw-manufacturing-example.png 700w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/screw-manufacturing-example-300x150.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p><strong>Screw machine drill bit<\/strong><\/p>\n\n\n\n<p>Do the results understand that \u201cscrew machine\u201d drill bits are the same as \u201cstub\u201d or \u201cshort length\u201d bits? Are results for \u201cmachine screws\u201d appearing in the results? Are there results for \u201cscrew machine\u201d heavy equipment or parts\/accessories?<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"700\" height=\"350\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/red-joggers-example-personalized-search.png\" alt=\"red joggers - clothing color test example for personalized search whitepaper\" class=\"wp-image-33649\" style=\"object-fit:cover\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/red-joggers-example-personalized-search.png 700w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/red-joggers-example-personalized-search-300x150.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<p><strong>Red joggers<\/strong><\/p>\n\n\n\n<p>The clothing color test. Can your search bar pass? Will it actually populate the correct color that the customer is looking for? Will it recognize the term \u201cjoggers\u201d to mean active pants? Can your search bar pair with previous customer data and prebuilt segments to understand the intentions of the seeker and accurately populate results for \u201cjoggers for women\u201d?<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ready-for-some-site-search-inspo\">Ready for Some Site Search Inspo?<\/h2>\n\n\n\n<p>Check out our blog to see which brands are offering customers an incredible search experience and how.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" width=\"1024\" height=\"664\" src=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/limitless-optimizers-having-fun@2x-1024x664.png\" alt=\"\" class=\"wp-image-33675\" style=\"width:479px;height:auto\" srcset=\"https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/limitless-optimizers-having-fun@2x-1024x664.png 1024w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/limitless-optimizers-having-fun@2x-300x194.png 300w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/limitless-optimizers-having-fun@2x-768x498.png 768w, https:\/\/www.bloomreach.com\/wp-content\/uploads\/2024\/06\/limitless-optimizers-having-fun@2x.png 1080w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h3 class=\"wp-block-heading\" id=\"h-5-brands-crushing-it-with-personalized-search-experiences\">5 Brands Crushing it With Personalized Search Experiences<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.bloomreach.com\/en\/blog\/personalized-search-experiences-5-brands\">Read Blog<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Introduction If you\u2019re looking to unlock magical customer experiences that foster customer loyalty online, the key lies with personalization and artificial intelligence (AI). But first, think back to the last in-store shopping experience you had that surprised or delighted you. Even if it\u2019s been a while, we\u2019ve all had at least one stellar shopping experience, [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":33692,"template":"","ew-regions":[],"ew-solutions":[],"library_type":[79],"library_blog_tag":[],"industry":[82,83,84,92,86,87,85],"channel":[333,276,277,278],"topic":[283,546],"class_list":["post-33561","library","type-library","status-publish","has-post-thumbnail","hentry","library_type-guides","channel-website","channel-category-pages","channel-product-pages","channel-results-pages","topic-ai","topic-personalization"],"acf":{"library_blog_banner_content":"","library_blog_banner_cta1_text":"","library_blog_banner_cta1_href":"","library_blog_banner_cta1_new_tab":false,"library_blog_banner_cta2_text":"","library_blog_banner_cta2_href":"","library_blog_banner_cta2_new_tab":false,"library_blog_banner_bg_color":"#EAF7FE","library_blog_banner_cta_text_color":"#FFF","library_blog_banner_cta_bg_color":"#019ACE","library_blog_banner_cta2_text_color":"#000","library_blog_banner_cta2_bg_color":"#FFF","library_blog_chatgpt_content":"","library_blog_chatgpt_cta_href":"","library_blog_chatgpt_cta_text":"Ask ChatGPT"},"_links":{"self":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library\/33561","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library"}],"about":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/types\/library"}],"author":[{"embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/users\/13"}],"version-history":[{"count":1,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library\/33561\/revisions"}],"predecessor-version":[{"id":39411,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library\/33561\/revisions\/39411"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/media\/33692"}],"wp:attachment":[{"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/media?parent=33561"}],"wp:term":[{"taxonomy":"ew_regions","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/ew-regions?post=33561"},{"taxonomy":"ew_solutions","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/ew-solutions?post=33561"},{"taxonomy":"library_type","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library_type?post=33561"},{"taxonomy":"library_blog_tag","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/library_blog_tag?post=33561"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/industry?post=33561"},{"taxonomy":"channel","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/channel?post=33561"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.bloomreach.com\/en\/wp-json\/wp\/v2\/topic?post=33561"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}