{"id":7041,"date":"2024-10-17T14:15:00","date_gmt":"2024-10-17T14:15:00","guid":{"rendered":"https:\/\/www.prefixbox.com\/blog\/?p=7041"},"modified":"2024-12-16T11:02:24","modified_gmt":"2024-12-16T11:02:24","slug":"ai-synonym-management","status":"publish","type":"post","link":"https:\/\/www.prefixbox.com\/blog\/ai-synonym-management\/","title":{"rendered":"Alleviate Manual Synonym Management with AI"},"content":{"rendered":"\n<div class=\"wp-block-getwid-section alignfull post-header has-inner-blocks-gap-small getwid-section-content-custom-width\" style=\"margin-top:;margin-bottom:60px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-left-medium getwid-padding-right-medium\" style=\"padding-top:30px;padding-bottom:41px\"><div class=\"wp-block-getwid-section__inner-wrapper\" style=\"max-width:1140px\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\" style=\"opacity:0.2;mix-blend-mode:normal\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<h1 class=\"has-text-align-center has-text-color\" id=\"gf81f2a1c12e1\" style=\"color:#2d3064\">Alleviate Manual Synonym Management with AI<\/h1>\n\n\n\n<div class=\"wp-block-getwid-advanced-spacer\" style=\"height:30px\" aria-hidden=\"true\"><\/div>\n\n\n\n<div class=\"wp-block-columns has-2-columns are-vertically-aligned-center\">\n<div class=\"wp-block-column is-vertically-aligned-top is-vertically-aligned-center\">\n<p>Synonym management is a vital way to optimize your online store\u2019s search results, however, many retailers struggle with the task as it is extremely time-consuming.<\/p>\n\n\n\n<p>In this manual process, you need to tag products and keywords with relevant synonymous keywords, since shoppers often don\u2019t search for products in the exact same way they are named in the product catalog.<\/p>\n\n\n\n<p>But now, with the advent of advanced Artificial Intelligence, this process can be (mostly) automated, freeing up your team&#8217;s valuable time while ensuring your customers find what they\u2019re looking for.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center\" style=\"flex-basis:500px\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"832\" height=\"714\" src=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/Illuk-brain-2.png\" alt=\"AI synonym management main illustration - brain with words\" class=\"wp-image-7068\" srcset=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/Illuk-brain-2.png 832w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/Illuk-brain-2-300x257.png 300w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/Illuk-brain-2-768x659.png 768w\" sizes=\"(max-width: 832px) 100vw, 832px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-getwid-table-of-contents is-style-none align table-of-contents-toc\"><ul class=\"wp-block-getwid-table-of-contents__list\"><li><a href=\"#g44ff61fda2ee\">What is Synonym Management<\/a><\/li><li><a href=\"#g77a15b2c13d0\">What makes synonym management difficult and time consuming?<\/a><\/li><li><a href=\"#gde93c5e7d093\">Strategies for effective synonym management<\/a><\/li><li><a href=\"#g750af337a404\">Synonym management in Salesforce B2C Commerce<\/a><\/li><li><a href=\"#ge03b8a24528a\">Using AI Search to minimize manual synonym management<\/a><\/li><li><a href=\"#gaad89eb5e0bb\">Wrap Up<\/a><\/li><\/ul><\/div>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"g44ff61fda2ee\"><strong>What is Synonym Management<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>A synonym is a word or phrase that means exactly or nearly the same as another word or phrase in a given language. Without proper synonyms in place, a search query may not match any products, resulting in either:<\/p>\n\n\n\n<ul><li>A <strong><a href=\"https:\/\/www.prefixbox.com\/blog\/no-results-page-examples\/\" target=\"_blank\" data-type=\"URL\" data-id=\"https:\/\/www.prefixbox.com\/blog\/no-results-page-examples\/\" rel=\"noreferrer noopener\">zero results page<\/a><\/strong>, leading to a missed sales opportunity, or<\/li><li>a <strong>partial match<\/strong>, where the search engine returns although returns some relevant products, but not all.<\/li><\/ul>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"paragraph-highlight has-background\" style=\"background-color:#eaf2ff\">You cannot expect shoppers to know your store&#8217;s product terminology. Instead, you need a system to understand visitors\u2019 search intent and set up synonyms so they can find what they&#8217;re looking for, regardless of the specific product naming conventions.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Adding synonyms to keywords helps increase the relevant result count for different search queries. You can also set negative synonyms to eliminate irrelevant results. There are even more synonym options, such as bi-directional synonyms or product synonyms, you can check <a href=\"https:\/\/prefixbox.notion.site\/Synonym-Mining-and-Management-b00067343a6046bcbca4e11a3f5d9cf6\" target=\"_blank\" rel=\"noopener\">this article<\/a> for details.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"g77a15b2c13d0\"><strong>What makes synonym management difficult and time consuming?<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul><li><strong>Prioritization<\/strong><\/li><\/ul>\n\n\n\n<p>There can be tens of thousands of different search terms that visitors are searching for on a webstore, so it is impossible to set up proper synonyms for all of them, you need to efficiently select the most common terms to handle.<br><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul><li><strong>Finding the right synonym<\/strong><\/li><\/ul>\n\n\n\n<p>Identifying the correct synonyms for search terms is challenging. It requires understanding customer intent and ensuring the selected synonyms accurately match the products they are looking for.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"gde93c5e7d093\"><strong>Strategies for effective synonym management<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"745\" src=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter-1024x745.jpg\" alt=\"similar search terms for smartwatch band to illustrate synonym process\" class=\"wp-image-7064\" srcset=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter-1024x745.jpg 1024w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter-300x218.jpg 300w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter-768x558.jpg 768w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter-938x682.jpg 938w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter-1130x822.jpg 1130w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/synonym_application_2x-ezgif.com-webp-to-jpg-converter.jpg 1334w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Search term prioritization and finding the right synonyms require understanding and analyzing your search data.<\/p>\n\n\n\n<p>When you\u2019re getting started, a common practice is that you should look at popular search queries that have a low click-through rate (CTR).<\/p>\n\n\n\n<p>Another useful tactic is investigating common search terms that shoppers use but then click on different results.<\/p>\n\n\n\n<p>Salesforce B2C Commerce offers built-in <a href=\"https:\/\/help.salesforce.com\/s\/articleView?id=cc.b2c_using_search_analytics.htm&amp;type=5\" target=\"_blank\" rel=\"noopener\">Search Analytics<\/a> that help you understand how users interact with search results. By tracking popular search terms and products, you can make search results more relevant and increase the conversion rate for your online store.<\/p>\n\n\n\n<p>If you would like to have more granular and complex analytics, you can do so with various third-party vendors from the <a href=\"https:\/\/appexchange.salesforce.com\/\" target=\"_blank\" rel=\"noopener\">Salesforce AppExchange<\/a>.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"g750af337a404\"><strong>Synonym management in Salesforce B2C Commerce<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>Salesforce B2C Commerce offers built-in <a href=\"https:\/\/help.salesforce.com\/s\/articleView?id=cc.b2c_synonyms.htm&amp;type=5\" target=\"_blank\" rel=\"noopener\">synonym management<\/a>. You can configure synonyms and negative synonyms for each search term. Salesforce offers brand synonyms too, which are automatically generated for all the products in your product catalog (by the product system object\u2019s brand attribute values). You can turn this feature off.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"683\" src=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-1024x683.jpg\" alt=\"Pins connected with threads illustrating a network\" class=\"wp-image-7062\" srcset=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-1024x683.jpg 1024w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-300x200.jpg 300w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-768x512.jpg 768w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-1536x1024.jpg 1536w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-2048x1365.jpg 2048w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-938x625.jpg 938w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/10\/abstract-networking-concept-still-life-arrangement-1130x753.jpg 1130w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"ge03b8a24528a\"><strong>Using AI Search to minimize manual synonym management<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>Based on what\u2019s discussed above, you can get a feeling that manual synonym management is a very meticulous and time consuming, but also critical task for your online store.<\/p>\n\n\n\n<p>One of the main use cases for Artificial Intelligence platforms, like <a href=\"https:\/\/www.salesforce.com\/eu\/products\/platform\/overview\/\" target=\"_blank\" rel=\"noopener\">Salesforce\u2019s Einstein 1<\/a> is that they can minimize such manual optimization tasks, so they are especially helpful in this case too.<\/p>\n\n\n\n<p>AIs helps automating synonym management by the language model they leverage. Their model inherently identifies similar terms, and this functionality can directly be utilized for generating and maintaining synonyms.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"paragraph-highlight has-background\" style=\"background-color:#eaf2ff\">AI mo<a href=\"https:\/\/www.prefixbox.com\/en-us\/solutions\/search-suite\/ai-search-engine\" target=\"_blank\" data-type=\"URL\" data-id=\"https:\/\/www.prefixbox.com\/en-us\/solutions\/search-suite\/ai-search-engine\" rel=\"noreferrer noopener\">dels utilize vector databases<\/a>, where every product in a retailer&#8217;s product catalog is vectorized. The model then calculates the nearest neighbors of a query vector to return products with the closest relation to the query. This process is natively able to find similar keywords too based on closeness in the vector space.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>For example, some SFCC third-party providers offer features that automatically recommend problematic keywords that need synonyms to be set, and some even suggest specific synonyms for these keywords.<\/p>\n\n\n\n<p>You can find even more use cases of AI in the E-commerce industry in <a href=\"https:\/\/www.prefixbox.com\/blog\/vector-search-impact-on-e-commerce\/\">this blog post<\/a>.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 id=\"gaad89eb5e0bb\"><strong>Wrap Up<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-getwid-section getwid-margin-top-none\" style=\"margin-bottom:-20px\"><div class=\"wp-block-getwid-section__wrapper getwid-padding-top-none getwid-padding-bottom-none getwid-padding-left-none getwid-padding-right-none getwid-margin-left-none getwid-margin-right-none\"><div class=\"wp-block-getwid-section__inner-wrapper\"><div class=\"wp-block-getwid-section__background-holder\"><div class=\"wp-block-getwid-section__background\"><\/div><div class=\"wp-block-getwid-section__foreground\"><\/div><\/div><div class=\"wp-block-getwid-section__content\"><div class=\"wp-block-getwid-section__inner-content\">\n<hr class=\"wp-block-separator has-text-color has-background blog-content-separator\" style=\"background-color:#3de3cf;color:#3de3cf\"\/>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n\n<p>Synonym management is crucial for optimizing search results in online stores, but it is a time-consuming and complex task. Traditionally, retailers manually tag terms and products with relevant synonyms to ensure customers find what they\u2019re searching even when not knowing the exact product names.<\/p>\n\n\n\n<p>Advanced AI technologies now allow for the automation of this process, saving valuable time. AI models, like Salesforce&#8217;s Einstein 1, utilize vector databases to identify and suggest relevant synonyms automatically, enhancing search relevancy and boosting conversion rates.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-getwid-person author-profile-picture\"><div class=\"wp-block-getwid-person__image\"><img loading=\"lazy\" width=\"150\" height=\"150\" src=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/01\/sq_soma_2-150x150.jpg\" alt=\"Author thumbnail image of Soma\" class=\"wp-image-6409\" srcset=\"https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/01\/sq_soma_2-150x150.jpg 150w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/01\/sq_soma_2-300x300.jpg 300w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/01\/sq_soma_2-768x768.jpg 768w, https:\/\/www.prefixbox.com\/blog\/wp-content\/uploads\/2024\/01\/sq_soma_2.jpg 833w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/div><div class=\"wp-block-getwid-person__content-wrapper\"><span class=\"wp-block-getwid-person__title\">Soma T\u00f3th<\/span><span class=\"wp-block-getwid-person__subtitle\">Digital Marketing and Growth Manager \u2013 Prefixbox<\/span><p class=\"wp-block-getwid-person__content\">Soma is managing wide aspects of Prefixbox\u2019s online presence \u2013 let it be social media, content or paid ads. He\u2019s a passionate online marketer based in Budapest, Hungary, with a keen interest in cutting-edge technologies and innovative solutions.<\/p>\n<div class=\"wp-block-getwid-social-links has-default-spacing\" style=\"font-size:29px\"><ul class=\"wp-block-getwid-social-links__list getwid-justify-content-center\"><li class=\"wp-block-getwid-social-links__item\"><a class=\"wp-block-getwid-social-links__link\" href=\"https:\/\/www.linkedin.com\/in\/tothsomadavid\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"wp-block-getwid-social-links__wrapper\"><i class=\"fab fa-linkedin\"><\/i><\/span><\/a><\/li><\/ul><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Synonym management is essential for optimizing search results in online stores, but it\u2019s often a time-consuming task. With advanced AI, much of this process can now be automated. AI Search engines use language models and vector databases to automatically identify similar terms and suggest synonyms.<\/p>\n","protected":false},"author":11,"featured_media":7070,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[11],"tags":[],"_links":{"self":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts\/7041"}],"collection":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/comments?post=7041"}],"version-history":[{"count":23,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts\/7041\/revisions"}],"predecessor-version":[{"id":7091,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/posts\/7041\/revisions\/7091"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/media\/7070"}],"wp:attachment":[{"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/media?parent=7041"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/categories?post=7041"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.prefixbox.com\/blog\/wp-json\/wp\/v2\/tags?post=7041"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}