{"id":4862,"date":"2017-07-04T06:47:35","date_gmt":"2017-07-04T01:17:35","guid":{"rendered":"http:\/\/www.allerin.com\/blog\/?p=4862"},"modified":"2017-07-04T14:38:39","modified_gmt":"2017-07-04T09:08:39","slug":"3-ways-big-data-is-transforming-marketing-and-sales","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/","title":{"rendered":"3 ways big data is transforming marketing and sales"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4894\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\" alt=\"\" width=\"770\" height=\"513\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg 770w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales-300x200.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales-768x512.jpg 768w\" sizes=\"auto, (max-width: 770px) 100vw, 770px\" \/><\/a><\/p>\n<p>Today, marketers and sales leaders are in the midst of a major technology-driven transformation. We have access to a flood of data, giving us visibility into customer behavior and effectiveness of our marketing programs. However, we are a creating a new silo of data with every marketing application that goes live. And so what we lack is a visibility into the end-to-end customer journey or the aggregated customer view. We need to know better, and this is why it is crucial to understand how big data is transforming marketing and sales.<\/p>\n<h1>Ways how big data is transforming marketing and sales<\/h1>\n<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/07\/4.jul_.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4884 size-full\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/07\/4.jul_.jpg\" alt=\"\" width=\"758\" height=\"574\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/4.jul_.jpg 758w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/4.jul_-300x227.jpg 300w\" sizes=\"auto, (max-width: 758px) 100vw, 758px\" \/><\/a><\/p>\n<h1>Identifying valuable opportunities<\/h1>\n<p>In order to discover opportunities, you need to pull in relevant data sets; not just from within the company, but also outside it. Once you have the data, <a href=\"https:\/\/www.allerin.com\/services\/big-data-analytics\">next comes analytics<\/a>. And analytics leaders believe in \u2018destination thinking\u2019, and not mass analysis of all the data collected. Destination thinking involves writing, in simple sentences, the questions you need answers for or the business problems you wish to solve. Big data and its analysis is transforming marketing and sales by going beyond the broad and vague goals, into a level of specificity. For example, a company may have 20 percent of the overall market, a micro market analysis may reveal that while it has 60 percent of share in some markets, its share in others may be as little as 10 percent.<\/p>\n<h1>Starting with the consumer decision journey<\/h1>\n<p>Consumers today surf multiple channels and use an array of devices, technologies, and tools to fulfill a task. Data collected from these sources is critical to understanding the decision journey of a customer; this helps in not just identifying new customers, but also retaining the existing ones. Let\u2019s take the example of B2B companies understand the importance of mapping customer decision journey in marketing and sales outcomes. 35 percent of B2B pre-purchase activities are digital in nature, and so B2B companies need to invest in websites that can effectively communicate the value of their products, SEO technologies to find potential customers and social media for spotting new sales opportunities. The underlying idea is for marketing and sales leaders to use big data for forming complete pictures of their customers; thereby, creating products and messages that are relevant to them. <a href=\"https:\/\/www.allerin.com\/blog\/big-data-trends-that-will-dominate-2017\">Big data helps you gain clarity<\/a>, deliver more personalized products and services, up the ROI on marketing spend, and lift sales.<\/p>\n<h1>Adding speed and simplicity<\/h1>\n<p>The rate at which data is growing worldwide is proving to be quite daunting for most marketing and sales leaders. However, approaches like predictive statistics, natural language mining, and machine learning that allow for processing of vast amounts of data, employing a self-learning process, help create better and more relevant interactions with customers. For this, companies need to invest in what is called as algorithmic marketing. Algorithmic marketing uses big data and lends speed and simplicity to your marketing and sales activities. For example, you cannot just track keywords automatically, but also update them every 15 seconds based on ad costs, customer behavior, or change in search terms used. Advanced analytics, when applied to big data, not just speeds up your efforts at marketing and sales, but also shields your customer service operator or field sales representative, from analytical complexity; all you have in hand are simple guidelines and recommended actions.<\/p>\n<p>Big data is a goldmine for <a href=\"https:\/\/blog.hubspot.com\/sales\/lessons-from-sales-marketing-leaders\">marketing and sales leaders<\/a>, waiting to be mined for umpteen possibilities. You need to think beyond immediate revenues to make the most of it.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Today, marketers and sales leaders are in the midst of a major technology-driven transformation. We have access to a flood of data, giving us visibility into customer behavior and effectiveness&#8230;<\/p>\n","protected":false},"author":1,"featured_media":4894,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[126,3],"tags":[374],"class_list":["post-4862","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data","category-technology","tag-big-data-is-transforming-marketing-and-sales"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>3 ways big data is transforming marketing and sales<\/title>\n<meta name=\"description\" content=\"Big data and its analysis is transforming marketing and sales by going beyond the broad and vague goals , into a level of specificity.\" \/>\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\/3-ways-big-data-is-transforming-marketing-and-sales\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"3 ways big data is transforming marketing and sales\" \/>\n<meta property=\"og:description\" content=\"Today, marketers and sales leaders are in the midst of a major technology-driven transformation. We have access to a flood of data, giving us visibility\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/\" \/>\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=\"2017-07-04T01:17:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2017-07-04T09:08:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"770\" \/>\n\t<meta property=\"og:image:height\" content=\"513\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\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=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/\"},\"author\":{\"name\":\"Naveen Joshi\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\"},\"headline\":\"3 ways big data is transforming marketing and sales\",\"datePublished\":\"2017-07-04T01:17:35+00:00\",\"dateModified\":\"2017-07-04T09:08:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/\"},\"wordCount\":592,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/07\\\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\",\"keywords\":[\"\u2013 big data is transforming marketing and sales\"],\"articleSection\":[\"Big Data\",\"Technology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/\",\"name\":\"3 ways big data is transforming marketing and sales\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/07\\\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\",\"datePublished\":\"2017-07-04T01:17:35+00:00\",\"dateModified\":\"2017-07-04T09:08:39+00:00\",\"description\":\"Big data and its analysis is transforming marketing and sales by going beyond the broad and vague goals , into a level of specificity.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/07\\\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\",\"contentUrl\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/wp-content\\\/uploads\\\/2017\\\/07\\\/3-ways-big-data-is-transforming-marketing-and-sales.jpg\",\"width\":770,\"height\":513},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/3-ways-big-data-is-transforming-marketing-and-sales\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"3 ways big data is transforming marketing and sales\"}]},{\"@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":"3 ways big data is transforming marketing and sales","description":"Big data and its analysis is transforming marketing and sales by going beyond the broad and vague goals , into a level of specificity.","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\/3-ways-big-data-is-transforming-marketing-and-sales\/","og_locale":"en_US","og_type":"article","og_title":"3 ways big data is transforming marketing and sales","og_description":"Today, marketers and sales leaders are in the midst of a major technology-driven transformation. We have access to a flood of data, giving us visibility","og_url":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/","og_site_name":"Artificial Intelligence, ROBOTICS, AUTOMATION","article_publisher":"https:\/\/www.facebook.com\/allerintech","article_published_time":"2017-07-04T01:17:35+00:00","article_modified_time":"2017-07-04T09:08:39+00:00","og_image":[{"width":770,"height":513,"url":"https:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg","type":"image\/jpeg"}],"author":"Naveen Joshi","twitter_card":"summary_large_image","twitter_creator":"@joshinav","twitter_misc":{"Written by":"Naveen Joshi","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#article","isPartOf":{"@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/"},"author":{"name":"Naveen Joshi","@id":"https:\/\/www.allerin.com\/blog\/#\/schema\/person\/d01e43be365179dae3ff572b2007c64e"},"headline":"3 ways big data is transforming marketing and sales","datePublished":"2017-07-04T01:17:35+00:00","dateModified":"2017-07-04T09:08:39+00:00","mainEntityOfPage":{"@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/"},"wordCount":592,"commentCount":0,"publisher":{"@id":"https:\/\/www.allerin.com\/blog\/#organization"},"image":{"@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#primaryimage"},"thumbnailUrl":"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg","keywords":["\u2013 big data is transforming marketing and sales"],"articleSection":["Big Data","Technology"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/","url":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/","name":"3 ways big data is transforming marketing and sales","isPartOf":{"@id":"https:\/\/www.allerin.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#primaryimage"},"image":{"@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#primaryimage"},"thumbnailUrl":"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg","datePublished":"2017-07-04T01:17:35+00:00","dateModified":"2017-07-04T09:08:39+00:00","description":"Big data and its analysis is transforming marketing and sales by going beyond the broad and vague goals , into a level of specificity.","breadcrumb":{"@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#primaryimage","url":"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg","contentUrl":"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2017\/07\/3-ways-big-data-is-transforming-marketing-and-sales.jpg","width":770,"height":513},{"@type":"BreadcrumbList","@id":"https:\/\/www.allerin.com\/blog\/3-ways-big-data-is-transforming-marketing-and-sales\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.allerin.com\/blog\/"},{"@type":"ListItem","position":2,"name":"3 ways big data is transforming marketing and sales"}]},{"@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\/4862","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=4862"}],"version-history":[{"count":4,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/posts\/4862\/revisions"}],"predecessor-version":[{"id":4883,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/posts\/4862\/revisions\/4883"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/media\/4894"}],"wp:attachment":[{"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/media?parent=4862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/categories?post=4862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.allerin.com\/blog\/wp-json\/wp\/v2\/tags?post=4862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}