{"id":1738,"date":"2019-07-01T12:07:00","date_gmt":"2019-07-01T16:07:00","guid":{"rendered":"https:\/\/www.dialoginsight.com\/gestion-analyse-donnees\/"},"modified":"2023-07-03T15:37:18","modified_gmt":"2023-07-03T19:37:18","slug":"data-driven-marketing-analytics-data-management","status":"publish","type":"post","link":"https:\/\/www.dialoginsight.com\/en\/blog\/analytics\/data-driven-marketing-analytics-data-management\/","title":{"rendered":"How Can Marketers Use Insight Driven Marketing?"},"content":{"rendered":"<p>Customer knowledge is key to success when it comes to insight driven marketing. The most successful companies know what consumers want and can also anticipate new needs by delivering offers based on past behavior. To get there, they need to look at the data, and that vision is called\u00a0<strong>Data Driven Marketing (DDM)<\/strong>.<\/p>\n<p>The challenge, however, is that few marketers have the expertise to use data effectively. I am convinced that few of us, including myself, have taken extensive courses in statistics. I am also convinced that few of us have access to data visualization tools and know how to use them. Finally, I am convinced that few of us have the skills to analyze different metrics to detect customer patterns, behaviors, trends, etc. \u2026 neither can we recognize if a metric is likely to lead us in the wrong direction.<\/p>\n<p>Difficult introduction, is it not? Nowadays, data is recognized at the center of tomorrow\u2019s marketing, and large companies with significant resources are already taking full advantage of it. However, it is not a generalized reality, and it must change in the coming years.<\/p>\n<p>My question now is this: how do we reconcile skills that are not acquired in formal training courses, but are essential to field teams? Here is a real challenge that must be faced.<\/p>\n<p>Now that the table is put, let\u2019s see how to\u00a0introduce insight-driven marketing strategies in your daily life realistically.<\/p>\n<p>\u00a0<\/p>\n<h2><span class=\"text-color-brand-color-4\"><strong>Data Driven Marketing<\/strong><\/span><\/h2>\n<p>Let\u2019s start from the basics: what is Data-Driven Marketing? It is a method of acquiring, analyzing and applying data based on the needs, context, behavior and motivations of customers or prospects. These actions bring out insights, which will influence plans, campaigns, content, channels, and much more.<\/p>\n<p>Beyond its technical application, I would also say that DDM is synonymous with customer-oriented, insight driven marketing. To be a genuine customer-based company, you need to have the means to know your buyers, and the way\u00a0to that knowledge is through data. Let us also say that DDM is a global organizational approach, which must be chosen by senior management, systematically applied at all levels of the organization, and be an\u00a0<strong>integral part of the organization\u2019s vision<\/strong>.<\/p>\n<p>Now that you know more about what it is, let\u2019s see how to introduce concepts into each of the 3 actions mentioned: data acquisition, analysis and application.<\/p>\n<h2>\u00a0<\/h2>\n<h2><span class=\"text-color-brand-color-4\"><strong>Insight Driven Marketing and Data Acquisition<\/strong><\/span><\/h2>\n<p>Data acquisition is generally not a problem \u2013 if you use at least one tech or digital solution, you are already acquiring and storing data. The challenge is not the data, nor the quantity, but rather the quality.<\/p>\n<p>Underlying quality,\u00a0a question we often see is where do I find quality data? I don\u2019t think that\u2019s necessarily the best way to ask the question.\u00a0I would rather ask \u2018\u2019where is the data that will really serve me\u2019\u2019?\u00a0There are two things to evaluate before you even start looking for quality data, and I\u2019ll start with the second part.<\/p>\n<p>Start with the \u2018\u2019will really serve part\u2019\u2019 and think about why you should get data that will not help you in the end? It will only make\u00a0your database more complex with duplicates, errors, or\u00a0becoming very big.\u00a0Quality is then found in useful data because it enriches what you are about to do.\u00a0When looking at the\u00a0insight-driven marketing\u00a0level, we\u2019re talking data to<b>\u00a0improve your marketing campaigns, choose the right communication channel, adapt content<\/b>\u00a0(for example, an offer in the hero of your email),<b>\u00a0evaluate scenario triggers,<\/b>\u00a0and more.<\/p>\n<p>Only after you have evaluated this information can you start looking for the right data, asking yourself the following questions:<\/p>\n<p><strong>1. Is the customer data in a tool I have access to?<\/strong><\/p>\n<ul>\n<li>Is the data available in the same tool with which I want to\u00a0orchestrate my marketing\u00a0action?<\/li>\n<li>If not, how can I transfer it to the tool I will use?<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p><strong>2. Is the data in a tool that I don\u2019t have access to?<\/strong><\/p>\n<ul>\n<li>What tool is it in?<\/li>\n<li>Who is responsible for this tool?<\/li>\n<li>How can I get it?<\/li>\n<li>How can I transfer it?<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-columns blog-txt-block-with-bg has-background is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\" style=\"background-color:#05d17d\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<h2 class=\"wp-block-heading has-text-align-left has-text-color\" style=\"color:#0c2734;font-style:normal;font-weight:700\"><strong>EXPERT NOTE<\/strong><\/h2>\n\n\n\n<p>To facilitate the work of marketing teams in the short, medium and long term, I strongly suggest you centralize knowledge by<strong>&nbsp;mapping the computer systems around you, the in and out of these systems, and of course, the data that is transferred.<\/strong><\/p>\n\n\n\n<p>This is a job I personally did at Dialog Insight. Although it is an organic project that continues to evolve, I have better control over my marketing actions because I know what to work with. I have a global view of sales tools and customer service, in addition to marketing, and these are the ones that feed my marketing campaigns.<\/p>\n\n\n\n<p>No need to go into big mapping plans either. Go small, with the tools you personally use, or that your team uses, and it will grow as you find more value.<\/p>\n<\/div>\n<\/div>\n\n\n<h3>Data Management with a Customer Data Platform<\/h3>\n<p>There are several ways to centralize customer data to make it easier to use. Data Lakes are a good example, but they are difficult for marketers to operate.\u00a0Since 2018, we have been talking more about the\u00a0<a href=\"https:\/\/www.dialoginsight.com\/en\/solutions\/customer-data\/data-management-acquisition\/\">Customer Data Management Acquisition Platform<\/a>\u00a0to\u00a0<b>meet these specialists\u2019 needs better.<\/b><\/p>\n<p>If you would like to know more about this new product category,\u00a0<a href=\"https:\/\/www.dialoginsight.com\/en\/resources\/taming-vocabulary-in-the-world-of-marketing-data-management-tools\/\">we invite you to read this article<\/a>. In general, the CDP greatly facilitates the collection and centralization of customer data as it is designed to increase connectivity to external systems. These systems can be of different kinds (company owned, or SAAS owned), and their number should not be a problem. Its objective is to generate a centralized database, which recognizes a contact on several channels, whether it comes from CRM, ERP, a website, call center, etc.<\/p>\n<p>From this perspective, the CDP is really the next major step in insight driven marketing evolution, and it will be able to address a significant issue surrounding customer data.<\/p>\n<p>\u00a0<\/p>\n<h2><strong>2. Insight Driven Marketing and Data Analysis<\/strong><\/h2>\n<p>This portion is the most technical, and getting to do advanced analysis without an analyst\u2019s support is, in all honesty, rather difficult.<\/p>\n<p>However, you do not need advanced data visualization tools in your first steps with\u00a0Insight Driven Marketing.\u00a0In its simplest form, you could already turn toward the measurement of web indicators,\u00a0which can already guide many of your decisions.<\/p>\n<p>In the best known, there are:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.dialoginsight.com\/en\/resources\/measure-your-email-marketing-campaigns-with-these-6-indicators\/\">Openings and clicks of messages<\/a><\/li>\n<li><a href=\"https:\/\/www.dialoginsight.com\/en\/resources\/15-kpis-to-measure-when-doing-marketing-automation\/\">Engagement on your marketing messages<\/a><\/li>\n<li>Answers to a satisfaction survey<\/li>\n<li>Subscription preferences<\/li>\n<li>Behaviors on the website<\/li>\n<li>Transaction History<\/li>\n<\/ul>\n<p>These KPIs are collected in the tools\u00a0you already use. Even if they\u00a0are rather basic and not very contextualized, they will enlighten you.\u00a0You could also use paid online tools, or open source one like Google Analytics. Obviously, you must set them up,\u00a0but\u00a0<b>nothing is\u00a0<\/b><b>too difficult or complex<\/b>\u00a0compared to other data analysis options.\u00a0<\/p>\n<p>Finally, in analysis mode, do not hesitate to use\u00a0A\/X testing. Build\u00a0different versions of the same action to evaluate what is doing more. In best practices, be sure to change only one variable at a time to identify the real impact. This way, you\u2019ll eliminate external variables.<\/p>\n<p>\u00a0<\/p>\n<h3><strong>In addition to your basic analysis<\/strong><\/h3>\n<p>To enhance the previously mentioned KPIs\u2019 contribution, you could go further with\u00a0<b>the creation of dashboards<\/b>.\u00a0A dashboard is an information management (data) tool that tracks, analyzes, and visually displays KPIs, metrics, and key data points to monitor the health of a business, service, or a specific process. They are customizable to meet the specific needs of a service\/business. Contrary to a report, a dashboard is updated automatically\u00a0when viewed and enriched\u00a0by accumulating information over time.<\/p>\n<p>The reason a dashboard is so relevant is that it does 4 things:<\/p>\n<ol>\n<li>Simplifies what is complex<\/li>\n<li>Tell a story<\/li>\n<li>Express what the data means<\/li>\n<li>Reveals the required details (no more and no less)<\/li>\n<\/ol>\n<p>\u00a0<\/p>\n<p>In fact, a figure without context means nothing. The dashboard allows you to add a context, explaining the numbers that are displayed. How?<\/p>\n<ul>\n<li>Looking at the same period to compare them (e.g. to previous period, previous month or last year)<\/li>\n<li>Exposing the source of the data, and placing them in the right place of the dashboard<\/li>\n<li>Expressing the updated data time frame, which is essential.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<h2><strong>3. Insight Driven Marketing and Data Application<\/strong><\/h2>\n<p>It is not enough to just collect and analyze the data, it must also be used. The possibilities that comes with using data is as endless as your imagination (in a perspective where data is fluid and transparent).<\/p>\n<p>However, from a first step perspective, it is obvious that your decisions will have to be based on what you retain from the previous section.\u00a0Whether you have dashboards or not, some elements of your marketing actions will have to be\u00a0<b>modified<\/b>\u00a0<b>by your KPIs\u2019 insights<\/b>.\u00a0Some simple example of what can easily be modified and measured according to basic metrics are:<\/p>\n<ul>\n<li>The sending moments<\/li>\n<li>Contents<\/li>\n<li>Design and visuals<\/li>\n<\/ul>\n<p>Sending times may vary between those done manually (are you better in the morning or afternoon) or those triggered in your automated scenarios (depending on different triggers possible).\u00a0Content is very variable since it can be the subject of an email,\u00a0the sender\u2019s address,\u00a0the first contents presented on a web page, etc.\u00a0<\/p>\n<p>Finally, design and visuals can be about\u00a0<strong>colors, the layout of the contents, the calls to action<\/strong>\u00a0that stand out, and so on. If you have never tested these elements, then it could be a great starting point. If you have already done multiple tests at this level, I would say it\u2019s time for you to move on to the next step.<\/p>\n<p>\u00a0<\/p>\n<h3><strong>Insight Driven Marketing: Orchestration of Omnichannel Campaigns<\/strong><\/h3>\n<p>Silo data application (on a single channel) is one thing, and that\u2019s the beginning, but where you need to lead your\u00a0insight driven marketing\u00a0is the use of omnichannel data on all your communication channels.\u00a0To go back to the notions of the Customer Data Platform presented above,\u00a0<b>the data\u2019s actual value\u00a0<\/b>lies in using engagement data, preferences, and much more.\u00a0Not just one channel at a time, but on all your channels simultaneously.<\/p>\n<p>With a CDP,\u00a0it is possible.\u00a0This way, you can enjoy all the recorded historical data, on all the channels,\u00a0for each contact.\u00a0This can lead to real-time\u00a0interaction,\u00a0insight driven marketing, distributed marketing,\u00a0and even more personalized\u00a0approaches to customers.<\/p>\n<p>\u00a0<\/p>\n<p><strong>Conclusion<\/strong><\/p>\n<p>Honestly, analytics and metrics are within your reach.\u00a0There are various tools, free or paid, that you can use to study your contacts\u2019 behavior.\u00a0Wherever you are with\u00a0<b>insight driven marketing<\/b>\u00a0are, start by planning the first actions you will take, one channel at a time. Then you can move on to the next steps, but your foundation will be strong. Good luck!<\/p>","protected":false},"excerpt":{"rendered":"<p>The most successful companies know exactly who their customers are and what they want. And they can adapt their communications to effectively reach their target.<\/p>\n","protected":false},"author":3,"featured_media":736,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-1738","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inside Driven Marketing: How Can Marketers Use It | Dialog Insight<\/title>\n<meta name=\"description\" content=\"Discover how marketers can use insight driven marketing with the help of Dialog Insight marketing experts. 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