{"id":502,"date":"2016-09-27T16:51:25","date_gmt":"2016-09-27T13:51:25","guid":{"rendered":"http:\/\/kusuaks7\/?p=107"},"modified":"2025-03-24T17:16:23","modified_gmt":"2025-03-24T17:16:23","slug":"big-data-driven-marketing-analytics-invades-enterprise","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/ai-ml\/big-data-driven-marketing-analytics-invades-enterprise\/","title":{"rendered":"Big Data Driven Marketing Analytics Invades the Enterprise"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"502\" class=\"elementor elementor-502\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-459ef803 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"459ef803\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5654fa28\" data-id=\"5654fa28\" 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-5e1c9053 elementor-widget elementor-widget-text-editor\" data-id=\"5e1c9053\" 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\tAccording to McKinsey, a comfortable 20% of marketing budgets can actually be redirected to other necessary expenditure without the risk of losing marketing ROI, which amounts to about $200 billion of global marketing budget. This view has been further supported by many worldwide analysts.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-da7ffef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"da7ffef\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3ea8711\" data-id=\"3ea8711\" 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-fc212dc elementor-widget elementor-widget-text-editor\" data-id=\"fc212dc\" 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<em>In the present data economy, where is enterprise marketing headed with big data? What may be considered a necessary marketing expenditure?<\/em>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-0f803ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f803ae\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-60d0c4c\" data-id=\"60d0c4c\" 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-e921000 elementor-widget elementor-widget-text-editor\" data-id=\"e921000\" 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\tOur\u00a0research attests that\u00a0big-data technology enabled marketing teams are becoming an unchallenged value addition in any enterprise. Increasingly\u00a0marketers need to extend the traditional marketing mix to a more data-technology oriented marketing strategy. Big data has proven its worth to enterprise marketing.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-92a950a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"92a950a\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-52cc2d6\" data-id=\"52cc2d6\" 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-f41b196 elementor-widget elementor-widget-text-editor\" data-id=\"f41b196\" 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\tWhile research-data sample size indicates the technology penetration has not happened as widely as forecasted, today&#8217;s marketing departments have seriously started reconsidering redistributing their budgets to include smart analytics at every facet of marketing. Two recent trends in technology have reinforced the technology enabled marketing mix concept more convincingly: the availability of high-quality data, and the emergence of powerful analysis tools.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-12640a9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12640a9\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f97b37\" data-id=\"4f97b37\" 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-6ecfd92 elementor-widget elementor-widget-heading\" data-id=\"6ecfd92\" 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<h3 class=\"elementor-heading-title elementor-size-default\"><h3>What big data means to marketers<\/h3><\/h3>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-ec6be6f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ec6be6f\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cae991c\" data-id=\"cae991c\" 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-06b13f8 elementor-widget elementor-widget-text-editor\" data-id=\"06b13f8\" 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\tIndustry sectors, large or small, have all tasted the power of big data in varying degrees. While most industry leaders understand that the benefits of this catch-all technology will not be realized overnight, they recognize the urgent need to move forward from the past practice of simply exploring probable definitions of this complex term.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-994a026 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"994a026\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a653c07\" data-id=\"a653c07\" 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-5d803c2 elementor-widget elementor-widget-text-editor\" data-id=\"5d803c2\" 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\tFatemeh Khatibloo, a senior Forrester Analyst, feels this is the right time to explore big-data technologies as many vendors are aggressively pushing their analytics platforms which claim to magically solve any and every marketing problem.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-ee2ae7d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ee2ae7d\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-736245d\" data-id=\"736245d\" 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-ce92ad9 elementor-widget elementor-widget-text-editor\" data-id=\"ce92ad9\" 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\tAs Ms. Khatibloo rightly points out, big-data is not simply a conglomeration of technologies, tools, high-velocity data, and high-volume data. Big data, according to her is a journey that every enterprise must undertake to to\u00a0close the gap between the data that&#8217;s available to them, and the business insights they&#8217;re deriving from that data. During her research with her colleague on the visible opportunities and challenges of big data, she discovered several important issues, such as:\n<ol>\n \t<li>The immense potential of business data to disrupt the existing models of business for positive transformation.<\/li>\n \t<li>The risks and unknown threats associated with the application of this technology, such as privacy issues, legal violations, and ethical concerns arising from possible misuse of classified data.<\/li>\n \t<li>From the last five years of defining, now it&#8217;s time to move onto the hows and whys of big data, which includes changing the organizational\u00a0culture, nurturing the right\u00a0talent, and gradually building the big-data infrastructure to transform business results.<\/li>\n \t<li>Marketing departments have to serve as advisors to their technology peers, and step up activities to bridge this yawning gap between marketing goals and objectives and available technological solutions.<\/li>\n<\/ol>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-9e64768 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9e64768\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b75e849\" data-id=\"b75e849\" 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-38ac5f6 elementor-widget elementor-widget-text-editor\" data-id=\"38ac5f6\" 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<em>\u00a0<\/em>Jonathan Gordon<em>,\u00a0Jesko Perrey, and\u00a0<\/em>Dennis Spillecke, <em>Partners <\/em><em>at\u00a0<\/em>McKinsey &amp; Company, and the co-authors of <a href=\"http:\/\/cmsoforum.mckinsey.com\/article\/ebook-big-data-analytics-and-the-future-of-marketing-sales\" rel=\"noopener\"><em>Big Data, Analytics, and the Future of Marketing &amp; Sales<\/em><\/a>, feel that big-data is possibly the biggest game-changer for marketing and sales ever since the Internet penetrated the mainstream society about 20 years ago.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-d3fbff6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d3fbff6\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f186265\" data-id=\"f186265\" 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-a19c175 elementor-widget elementor-widget-text-editor\" data-id=\"a19c175\" 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 their e-book, these authors attempt to explain how the recent data explosion and emerging data technologies together present rare opportunities to study customer behavior. \u00a0While most organizations are inundated with vast amounts of data on one hand\u0097the changing customer behavior on the other hand\u0097provides unique challenges to compete in the current competitive market. The highest impact of this present wave has been felt in the rapidly surfacing, digital marketing channels and platforms.<\/p>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-d7f7d93 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d7f7d93\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2577a98\" data-id=\"2577a98\" 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-d9155fc elementor-widget elementor-widget-text-editor\" data-id=\"d9155fc\" 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\tAccording to this McKinsey research report, companies that aggressively use data-technology driven marketing and sales decisions stand a chance to improve their marketing\u00a0return on investment\u00a0(MROI) by 15 -20 percent.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-9c1b624 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9c1b624\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e449ed2\" data-id=\"e449ed2\" 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-75af6d9 elementor-widget elementor-widget-text-editor\" data-id=\"75af6d9\" 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\tIt may be of interest to note that this 15-20 percent MROI translates to about $150-$200 billion of value-add, considering the global annual marketing spend of an estimated $1 trillion.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-3415b37 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3415b37\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-29312df\" data-id=\"29312df\" 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-850ca72 elementor-widget elementor-widget-video\" data-id=\"850ca72\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;www.youtube.com\\\/embed\\\/Sc5FFY-IVDQ?rel=0&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-2bbd4cf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bbd4cf\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e4c54ca\" data-id=\"e4c54ca\" 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-75b4f51 elementor-widget elementor-widget-text-editor\" data-id=\"75b4f51\" 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<em>McKinsey&#8217;s Tim McGuire on three key challenges of making data analytics work<\/em>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-0a0e09f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0a0e09f\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f6a8897\" data-id=\"f6a8897\" 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-ebb1c91 elementor-widget elementor-widget-heading\" data-id=\"ebb1c91\" 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<h3 class=\"elementor-heading-title elementor-size-default\"><h3><strong>Transforming marketing through smart analytics<\/strong><\/h3><\/h3>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-06cc883 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"06cc883\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b8ea266\" data-id=\"b8ea266\" 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-9f0c7fa elementor-widget elementor-widget-text-editor\" data-id=\"9f0c7fa\" 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\tThe popular belief in the industry is that data, by itself, cannot transform business unless it is aided by decision-making, analytical tools. This argument holds true for marketing analytics as well. Marketing data, however high-volume and high-velocity, will deliver no value unless that data have been processed by insightful analytical tools.\n<ul>\n \t<li><strong>Data by itself cannot transform business marketing:<\/strong> The hidden power of big data lies in its ability to discover hidden trends and patterns in disparate data that could lead to some competitive advantage in business. Data discovery can also unlock potential markets, potential customer segments, or solve complex problems.<\/li>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-85928c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"85928c6\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b2e9ee4\" data-id=\"b2e9ee4\" 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-70f15cd elementor-widget elementor-widget-text-editor\" data-id=\"70f15cd\" 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 most cases, this data discovery process requires exploring data in new ways. For example, a specific micro-market analysis in a chemical company revealed that while this company enjoyed a 20 percent market share of the overall market, it ruled up to 60 percent of some <em>niche<\/em> markets, and 10 percent of some others\u0097demonstrating the capability of big-data analytics to uncover micro segments.\n<ul>\n \t<li>\u00a0<strong>Pre-purchase customer behavior proves to be a goldmine:<\/strong> \u00a0Studying and analyzing the development of customer decisions prior to a particular purchase, can unravel potential customer winning strategies, or can protect existing customers from the prying eyes of competition. \u00a0More than a third of all pre-purchase activities today are online, which indicates the power of effective digital marketing strategies. These strategies may include tailored marketing campaigns based on customer data analytics, highly targeted product messages and offers, and personalized customer engagement through emails, landing pages, and social media.<\/li>\n<\/ul>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-6e42dd6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6e42dd6\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-54a02b5\" data-id=\"54a02b5\" 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-b8fb4a6 elementor-widget elementor-widget-text-editor\" data-id=\"b8fb4a6\" 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<ul>\n \t<li><strong>Need for automation to handle data deluge: <\/strong>As data volume continues to grow exponentially, the need for automating data acquisition and processing is becoming imperative. Algorithmic marketing, which combines machine learning, predictive analytics, and natural language processing\u0097may soon become common practice to tackle vast loads of marketing data in enterprises. These kinds of automated tools are usually designed to act on triggers like customer search preferences, price comparisons, or inventory.<\/li>\n<\/ul>\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-cc9d0ae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cc9d0ae\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bf8c44f\" data-id=\"bf8c44f\" 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-44ea71f elementor-widget elementor-widget-text-editor\" data-id=\"44ea71f\" 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\tBig data analytics can also be used to empower front-line operations like customer-service or sales representatives. The success of this application will lie solely on simplifying the actionable decisions for the front-line staff. As an example of this practice, you can consider the case of a cargo airline that developed a complex algorithm to study the <em>frequently changing dynamics of the cargo industry<\/em>, leading to a supply-demand based negotiating strategy. But what the system delivered to its front-line sales staff was a friendly dashboard that revealed flight capacity, corresponding pricing, and competitor options. This automated system boosted sales by 20 percent.\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-a934069 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a934069\" 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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f5f7c4\" data-id=\"4f5f7c4\" 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-d5529f1 elementor-widget elementor-widget-text-editor\" data-id=\"d5529f1\" 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\n<p class=\"yt\"><strong>Need help with your Marketing Analytics strategy\u00a0or implementation project? \u00a0Post your project in the\u00a0<a href=\"https:\/\/www.experfy.com\/\">Experfy Marketplace<\/a>\u00a0to solicit bids from\u00a0vetted\u00a0experts. Experfy has the world\u0092s leading marketing analytics\u00a0experts, who specialize in specific industry data and can ask the right questions of your data. You can also email support@www.experfy.com for concierge service, where we handle your project end-t0-end.<\/strong><\/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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>According to McKinsey, a comfortable 20% of marketing budgets can actually be redirected to other necessary expenditure without the<\/p>\n","protected":false},"author":11,"featured_media":2837,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[183],"tags":[165],"ppma_author":[1606],"class_list":["post-502","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml","tag-customer-and-marketing-analytics"],"authors":[{"term_id":1606,"user_id":11,"is_guest":0,"slug":"cameron-turner","display_name":"Cameron Turner","avatar_url":{"url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2024\/09\/cameron.jpeg","url2x":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2024\/09\/cameron.jpeg"},"user_url":"","last_name":"Turner","first_name":"Cameron","job_title":"","description":""}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/502","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=502"}],"version-history":[{"count":4,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/502\/revisions"}],"predecessor-version":[{"id":37431,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/502\/revisions\/37431"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/2837"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=502"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=502"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=502"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=502"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}