{"id":12660,"date":"2021-12-16T10:07:13","date_gmt":"2021-12-16T04:37:13","guid":{"rendered":"https:\/\/www.allerin.com\/blog\/?p=12660"},"modified":"2021-12-13T10:14:48","modified_gmt":"2021-12-13T04:44:48","slug":"using-ai-to-optimize-voice-search-to-improve-your-website-content","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/","title":{"rendered":"Using AI To Optimize Voice Search To Improve Your Website Content"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-12661\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg\" alt=\"AI in SEO\" width=\"1000\" height=\"667\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg 1000w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO-300x200.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO-768x512.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a>All around the world, people are increasingly multitasking to save time. As their hands may be occupied with another task, individuals may simply call on Siri, Alexa, Cortana or any other intelligent voice assistant to get specific information about something or to perform a different\u2014but equally significant\u2014task simultaneously. Certain studies have found that <a href=\"https:\/\/www.cibirix.com\/blog\/why-voice-search-optimization-is-important-for-your-business-in-2021\">48% of netizens may prefer voice search mechanisms over the standard process for general web searches<\/a>. Optimizing SEO for voice searches can be tricky because spoken language contains more regional inflections and nuances that need to be factored into the process. The use of AI in SEO optimization can resolve this problem.<\/p>\n<h4><\/h4>\n<p>Already, AI is a handy technology <a href=\"http:\/\/5ines.com\/blog\/how-ai-helps-in-content-curation\/\">for content ideation and curation<\/a>. Involving technologies such as Natural Language Processing and AI in SEO optimization enables your business to create content that will perform well in voice search result visibility.<\/p>\n<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-12663\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content.png\" alt=\"AI in SEO\" width=\"1080\" height=\"1080\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content.png 1080w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content-300x300.png 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content-1024x1024.png 1024w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content-150x150.png 150w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content-768x768.png 768w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content-144x144.png 144w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2021\/12\/Using-AI-To-Optimize-Voice-Search-To-Improve-Your-Website-Content-120x120.png 120w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/a><\/p>\n<h2>AI in SEO: Existing Content Optimization<\/h2>\n<p>Normally, keyword phrases are generated by in-house content evaluators before businesses create brand-new content. Then, the content published on their website is built around such phrases. This process allows such content to be visible and highly ranked in typed search results. In addition to that, for voice searches, AI and NLP scan the content that is already created before suggesting SEO-related modifications. The involvement of AI in SEO involves the analytics of thousands of web pages containing similar types of content. Based on the SEO performance of reference datasets, AI recommends specific keywords to be used for the purpose. After incorporating the AI-based modifications, the content becomes much more voice search voice SEO-friendly.<\/p>\n<h2>AI in SEO: Keyword Extraction and Topic Discovery<\/h2>\n<p>As stated earlier, AI can perform data analytics to find the SEO-related keyword phrases in a given piece of content. Also, such analytics can be used to find SEO-related information from other websites and content forums. These analytics enables businesses to \u201cextract\u201d keywords based on the SEO performance of external content sources. Additionally, AI scans the market trends to recommend topics to businesses to create brand-new content.<\/p>\n<h4><\/h4>\n<p>In short, AI makes it easier to make currently published content on your website more SEO-friendly and create content in the future using such keywords.<\/p>\n<h4><\/h4>\n<p>The involvement of AI in SEO optimization for voice searches can be much deeper than these two points. Thus, making investments to incorporate AI-based tools and applications for the purpose is highly useful to improve the visibility of your digital content.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>All around the world, people are increasingly multitasking to save time. As their hands may be occupied with another task, individuals may simply call on Siri, Alexa, Cortana or any&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5,3],"tags":[1451],"class_list":["post-12660","post","type-post","status-publish","format-standard","hentry","category-ai","category-technology","tag-ai-in-seo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Using AI To Optimize Voice Search To Improve Your Website Content<\/title>\n<meta name=\"description\" content=\"A rapidly increasing number of internet users use voice search to seek content on the internet. Businesses can involve AI in SEO processes to make their content more visible in such search results.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Using AI To Optimize Voice Search To Improve Your Website Content\" \/>\n<meta property=\"og:description\" content=\"All around the world, people are increasingly multitasking to save time. As their hands may be occupied with another task, individuals may simply call on\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence, ROBOTICS, AUTOMATION\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/allerintech\" \/>\n<meta property=\"article:published_time\" content=\"2021-12-16T04:37:13+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg\" \/>\n<meta name=\"author\" content=\"Naveen Joshi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@joshinav\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Naveen Joshi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/\"},\"author\":{\"name\":\"Naveen Joshi\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\"},\"headline\":\"Using AI To Optimize Voice Search To Improve Your Website Content\",\"datePublished\":\"2021-12-16T04:37:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/\"},\"wordCount\":415,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/AI-in-SEO.jpg\",\"keywords\":[\"AI in SEO\"],\"articleSection\":[\"Artificial Intelligence\",\"Technology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/\",\"name\":\"Using AI To Optimize Voice Search To Improve Your Website Content\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/AI-in-SEO.jpg\",\"datePublished\":\"2021-12-16T04:37:13+00:00\",\"description\":\"A rapidly increasing number of internet users use voice search to seek content on the internet. Businesses can involve AI in SEO processes to make their content more visible in such search results.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#primaryimage\",\"url\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/AI-in-SEO.jpg\",\"contentUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/AI-in-SEO.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/using-ai-to-optimize-voice-search-to-improve-your-website-content\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Using AI To Optimize Voice Search To Improve Your Website Content\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/\",\"name\":\"Artificial Intelligence, ROBOTICS, AUTOMATION\",\"description\":\"Empowering Futures: Innovating with AI and Machine Learning\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\",\"name\":\"Allerin\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2016\\\/06\\\/logo-fire.png\",\"contentUrl\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2016\\\/06\\\/logo-fire.png\",\"width\":1000,\"height\":1000,\"caption\":\"Allerin\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/allerintech\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/allerintech\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\",\"name\":\"Naveen Joshi\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/84481da5c6f8416248744f676c850c7dec534781024b854c7f3d26d2586a9f53?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/84481da5c6f8416248744f676c850c7dec534781024b854c7f3d26d2586a9f53?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/84481da5c6f8416248744f676c850c7dec534781024b854c7f3d26d2586a9f53?s=96&d=mm&r=g\",\"caption\":\"Naveen Joshi\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/joshinav\"],\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Using AI To Optimize Voice Search To Improve Your Website Content","description":"A rapidly increasing number of internet users use voice search to seek content on the internet. Businesses can involve AI in SEO processes to make their content more visible in such search results.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/","og_locale":"en_US","og_type":"article","og_title":"Using AI To Optimize Voice Search To Improve Your Website Content","og_description":"All around the world, people are increasingly multitasking to save time. As their hands may be occupied with another task, individuals may simply call on","og_url":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/","og_site_name":"Artificial Intelligence, ROBOTICS, AUTOMATION","article_publisher":"https:\/\/www.facebook.com\/allerintech","article_published_time":"2021-12-16T04:37:13+00:00","og_image":[{"url":"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg","type":"","width":"","height":""}],"author":"Naveen Joshi","twitter_card":"summary_large_image","twitter_creator":"@joshinav","twitter_misc":{"Written by":"Naveen Joshi","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#article","isPartOf":{"@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/"},"author":{"name":"Naveen Joshi","@id":"https:\/\/www.allerin.com\/blog\/#\/schema\/person\/d01e43be365179dae3ff572b2007c64e"},"headline":"Using AI To Optimize Voice Search To Improve Your Website Content","datePublished":"2021-12-16T04:37:13+00:00","mainEntityOfPage":{"@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/"},"wordCount":415,"commentCount":0,"publisher":{"@id":"https:\/\/www.allerin.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#primaryimage"},"thumbnailUrl":"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg","keywords":["AI in SEO"],"articleSection":["Artificial Intelligence","Technology"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/","url":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/","name":"Using AI To Optimize Voice Search To Improve Your Website Content","isPartOf":{"@id":"https:\/\/www.allerin.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#primaryimage"},"image":{"@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#primaryimage"},"thumbnailUrl":"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg","datePublished":"2021-12-16T04:37:13+00:00","description":"A rapidly increasing number of internet users use voice search to seek content on the internet. Businesses can involve AI in SEO processes to make their content more visible in such search results.","breadcrumb":{"@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#primaryimage","url":"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg","contentUrl":"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2021\/12\/AI-in-SEO.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/www.allerin.com\/blog\/using-ai-to-optimize-voice-search-to-improve-your-website-content\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.allerin.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Using AI To Optimize Voice Search To Improve Your Website Content"}]},{"@type":"WebSite","@id":"https:\/\/www.allerin.com\/blog\/#website","url":"https:\/\/www.allerin.com\/blog\/","name":"Artificial Intelligence, ROBOTICS, AUTOMATION","description":"Empowering Futures: Innovating with AI and Machine Learning","publisher":{"@id":"https:\/\/www.allerin.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.allerin.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.allerin.com\/blog\/#organization","name":"Allerin","url":"https:\/\/www.allerin.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.allerin.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2016\/06\/logo-fire.png","contentUrl":"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2016\/06\/logo-fire.png","width":1000,"height":1000,"caption":"Allerin"},"image":{"@id":"https:\/\/www.allerin.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/allerintech","https:\/\/www.linkedin.com\/company\/allerintech"]},{"@type":"Person","@id":"https:\/\/www.allerin.com\/blog\/#\/schema\/person\/d01e43be365179dae3ff572b2007c64e","name":"Naveen Joshi","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/84481da5c6f8416248744f676c850c7dec534781024b854c7f3d26d2586a9f53?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/84481da5c6f8416248744f676c850c7dec534781024b854c7f3d26d2586a9f53?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/84481da5c6f8416248744f676c850c7dec534781024b854c7f3d26d2586a9f53?s=96&d=mm&r=g","caption":"Naveen Joshi"},"sameAs":["https:\/\/x.com\/joshinav"],"url":"https:\/\/www.allerin.com\/blog\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/posts\/12660","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/comments?post=12660"}],"version-history":[{"count":1,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/posts\/12660\/revisions"}],"predecessor-version":[{"id":12664,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/posts\/12660\/revisions\/12664"}],"wp:attachment":[{"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/media?parent=12660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/categories?post=12660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/tags?post=12660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}