{"id":114731,"date":"2016-03-08T16:03:00","date_gmt":"2016-03-08T21:03:00","guid":{"rendered":"https:\/\/www.dacgroup.com\/marketing-alchemy-turning-big-data-into-big-insights\/"},"modified":"2024-12-23T00:36:59","modified_gmt":"2024-12-23T05:36:59","slug":"marketing-alchemy-turning-big-data-into-big-insights","status":"publish","type":"post","link":"https:\/\/www.dacgroup.com\/en-gb\/insights\/blog\/analytics\/marketing-alchemy-turning-big-data-into-big-insights\/","title":{"rendered":"Marketing Alchemy: Turning Big Data into Big Insights"},"content":{"rendered":"<p style=\"text-align: center;\"><em>\u00a0\u201cBig data really isn&#8217;t the end unto itself. It\u2019s actually big insights from big data. It\u2019s throwing away 99.999% of that data to find things that are actionable.\u201d<\/em><\/p>\n<p style=\"text-align: center;\"><em>&#8211;\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 <\/em>Bob Borchers, Chief Marketing Officer for Dolby Laboratories<\/p>\n<p>Data and knowledge are two very different things. Data without knowledge is about as useful as having petrol but no car \u2013 you\u2019re not going to get very far and you\u2019ll end up with a real headache.<\/p>\n<p>Fortunately, there are some quick and easy ways to add context in Google Analytics, deriving knowledge from your data. User behaviour flow is one such feature \u2013 it shows the paths followed by customers on your website creating a visual map of the user journey.<\/p>\n<p>So rather than just looking at a list of pages; it\u2019s more about understanding the user journey, from a marketing touchpoint through your website. Where do they end up? How many leak out and where? What are the most popular pages? All of these questions can be answered quickly and simply with user behaviour flow.<\/p>\n<p>Sounds good, right? But there is one major disadvantage: the data does not show any patterns. It shows many parallel flows of users going in different directions.<\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_5954\" style=\"width: 876px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/ambergreeninternetmarketing.com\/wpe-content\/uploads\/2016\/03\/user-flow.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5954\" class=\"wp-image-5954\" src=\"https:\/\/ambergreeninternetmarketing.com\/wpe-content\/uploads\/2016\/03\/user-flow.png\" alt=\"User behaviour flow\" width=\"866\" height=\"293\" \/><\/a><p id=\"caption-attachment-5954\" class=\"wp-caption-text\"><em>Tip! &#8211; User behaviour flow is also very useful to create visibility of customer behaviour on AJAX sites where all pages are tracked with events<\/em><\/p><\/div>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/ambergreeninternetmarketing.com\/wpe-content\/uploads\/2016\/03\/user-journey.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-5955 size-full\" src=\"https:\/\/ambergreeninternetmarketing.com\/wpe-content\/uploads\/2016\/03\/user-journey.png\" alt=\"User journey\" width=\"550\" height=\"332\" \/><\/a><\/p>\n<p>But what use it the tool if it\u2019s incapable of providing insight? The answer is simple: until you view the data through the lens of your marketing funnel and marketing personas, you\u2019ll see averaged, uncleaned data, blurring any insights about your customers\u2019 behaviour.<\/p>\n<p>At Ambergreen, we know the danger of drowning in a sea of data, when even the sharpest minds can feel overwhelmed without easy-to-spot patterns. Fortunately we\u2019ve developed an approach that\u2019ll keep you afloat even in the most tempestuous of seas.<\/p>\n<p>First, we start with a workshop to examine the existing perception of the marketing and sales funnel. Where do you think your customers\u2019 journeys start? What sits at the top of the funnel? What touchpoints exist on customers\u2019 paths? What pattern is more relevant to each stage of the marketing funnel?<\/p>\n<section id=\"hub-newsletter-signup\" data-role=\"forward-email-subscription-container\" class=\"full-width w-100 d-flex justify-content-center align-items-center bg-c7f2b3\">\n    \n    <div class=\"max-w-1400 w-100 form\">\n        <div class=\"text-content-container\">\n            <h2>\n                Stay Forward            <\/h2>\n            <p class=\"subtitle\">\n                Get exclusive insights into digital <br class=\"d-none d-lg-block\">media's top-trending topics delivered<br class=\"d-none d-lg-block\"> directly to your inbox.            <\/p>\n        <\/div>\n\n        <div data-role=\"form-group\">\n            <div class=\"d-flex flex-column w-100\">\n                <form data-forward-email-form class='custom-hubspot-form' id='hubspot_form_6ab0e67b77b9e'>\n    <div class='d-flex input'>\n        <input type='email' class='form-control me-2 input' placeholder='Email address' aria-label='Email' name='email' required>\n        <button type='submit' class='btn_primary-filled_white'>Submit\n<\/button>\n    <\/div>\n    <input type='text' name='dac_hp' value='' tabindex='-1' autocomplete='off' aria-hidden='true' style='position:absolute;left:-9999px;height:0;width:0;border:0;padding:0;overflow:hidden'>\n    \n    <p class='hubspot-status'><\/p>\n<\/form>\n<script>\njQuery(document).ready(function($) {\n    var loadedAt = Date.now();\n    var form = $('#hubspot_form_6ab0e67b77b9e');\n    form.on('submit', function(event) {\n        event.preventDefault();\n\n        \/\/ Get email input value\n        var emailInput = form.find('input[name=\"email\"]');\n        var email = emailInput.val().trim();\n\n        \/\/ Get the status element for this form\n        var statusElement = form.siblings('.forward-email-status-container');\n\n        \/\/ Submit through the site's form proxy (form IDs stay server-side)\n        fetch('https:\/\/www.dacgroup.com\/en-gb\/wp-json\/api\/v1\/forms\/submit', {\n            method: 'POST',\n            headers: {\n                'Content-Type': 'application\/json'\n            },\n            body: JSON.stringify({\n                form: 'newsletter',\n                source: 'block-hub-newsletter',\n                lang: 'en-gb',\n                email: email,\n                hp: form.find('input[name=\"dac_hp\"]').val(),\n                turnstileToken: form.find('[name=\"cf-turnstile-response\"]').val() || '',\n                elapsed: Date.now() - loadedAt,\n                pageUri: window.location.href,\n                pageName: document.title\n            })\n        })\n        .then(response => response.json().catch(function() { return {}; }).then(result => {\n            if (response.ok && result.success) {\n                if(statusElement) {\n                    statusElement.text('Thanks for Subscribing!');\n                    statusElement.css('color', 'green');\n                }\n\n                var userInfo = JSON.parse(localStorage.getItem('userInfo'));\n                if (userInfo) {\n                    userInfo.event = 'Form_submit';\n                    userInfo.email = email;\n                    userInfo.form_name = 'Newsletter';\n                    window.dataLayer = window.dataLayer || [];\n                    window.dataLayer.push(userInfo);\n                }\n\n                emailInput.val(''); \/\/ Clear the email field\n                window.dispatchEvent(new CustomEvent('newsletter-submit'));\n            } else {\n                if(statusElement) {\n                    statusElement.text((result.data && result.data.message) || \"There was an error submitting the form.\");\n                    statusElement.css({\n                        'color': 'red',\n                        'padding-top': '10px'\n                    });\n                }\n            }\n        }))\n        .catch(error => {\n            console.error('Error:', error);\n            statusElement.text(\"There was an error submitting the form.\");\n            statusElement.css({\n                'color': 'red',\n                'padding-top': '10px'\n            });\n        });\n    });\n});\n<\/script>                <span class=\"forward-email-status-container\"><\/span>\n            <\/div>\n\n            <button id=\"forward-form-submission\" class=\"subscribe-btn\" type=\"button\" onclick=\"triggerButton(this)\">\n                <span class=\"d-inline-block\">\n                    SUBSCRIBE                <\/span>\n                <span class=\"d-inline-block bell-container\">\n                    <svg width=\"28\" height=\"28\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                        <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M3.5458 14.4774L4.50055 13.234C4.50657 11.8629 4.56791 9.80824 5.17539 8.00401C5.52706 6.95953 6.09459 5.89126 7.03537 5.08C7.70533 4.50227 8.51103 4.10149 9.44696 3.90922C9.50872 3.69984 9.5922 3.49047 9.70471 3.28979C9.91134 2.92122 10.2194 2.57523 10.654 2.33189C11.0827 2.09183 11.5478 2 12 2C12.4355 2 12.8969 2.08208 13.3272 2.31763C13.7695 2.55969 14.0812 2.91045 14.2866 3.28943C14.3999 3.49849 14.4813 3.71787 14.5396 3.93682C15.5444 4.18145 16.3788 4.69659 17.0444 5.38131C17.9498 6.3126 18.4937 7.50224 18.8321 8.60503C19.3645 10.3395 19.4725 12.1499 19.4944 13.1421C19.9371 13.6338 20.3502 14.1627 20.6914 14.626C21.9447 16.3277 20.6148 18.5001 18.7001 18.5001L5.52863 18.5C3.45543 18.5 2.28314 16.1217 3.5458 14.4774Z\" stroke=\"#171616\" \/>\n                        <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M9.0857 19.3749C9.431 19.1461 9.89639 19.2405 10.1252 19.5858C10.874 20.7159 12.7481 21.0858 13.9 19.5501C14.1485 19.2187 14.6186 19.1516 14.95 19.4001C15.2813 19.6486 15.3485 20.1187 15.1 20.4501C13.2518 22.9143 10.126 22.3027 8.87475 20.4143C8.64596 20.069 8.74041 19.6037 9.0857 19.3749Z\" fill=\"#171616\" \/>\n                    <\/svg>\n                <\/span>\n            <\/button>\n        <\/div>\n    <\/div>\n\n    \n    <script>\n        function triggerButton(button) {\n\n            var container = button.closest('[data-role=\"forward-email-subscription-container\"]');\n            var form = container.querySelector('[data-forward-email-form]');\n\n            if (form) {\n                jQuery(form).find(\"button[type='submit']\").trigger('click');\n            }\n        }\n    <\/script>\n\n<\/section>\n\n\n<p>Having both domain experts and data analysts in the same room gives us the opportunity to collect qualitative data about marketing and the product lifecycle, while backing this us with hard data. The result of this workshop is a framework of your sales funnel with marketing touchpoints and KPIs at each stage.<\/p>\n<div id=\"attachment_5960\" style=\"width: 476px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-5960\" class=\" wp-image-5960\" src=\"https:\/\/ambergreeninternetmarketing.com\/wpe-content\/uploads\/2016\/03\/businessmen-152572_640.png\" alt=\"Persona workshop\" width=\"466\" height=\"318\" \/><p id=\"caption-attachment-5960\" class=\"wp-caption-text\"><em>Which persona do your customers fall in to?<\/em><\/p><\/div>\n<p>Then, we create personas of your perceived customers. Who are the people who will be looking at your website? Are they the same people who will make a purchase decision? What do we know about these groups and what can we assume?<\/p>\n<p>Our persona workshop walks you through the who, where, why, and how of your main customer segments, fleshing out a complete picture of your likely customers. When used alongside your sales funnel, the customer personas act as a sort of crib sheet, helping you identify who the potential customer is and where they are on their buying journey. With this insight at your fingertips, targeting a user with the right information in the right format at the right time becomes easy.<\/p>\n<p>Finally, we analyse the data. At this stage, we are fully armed with the rules to segment customers by the marketing funnel and by personas. This makes it possible to filter out the noise in the data and boil it down to pure insights, e.g. what different personas do on each stage of the funnel, what the marketing touchpoints are, what format and tone of voice work best for them, and what support they need to convert more effectively.<\/p>\n<p>Thus, applying the segmentation rules we derive during the funnel workshop and personas development, we make the data speak for itself. The only thing left to do is to combine the data about customers and their journey into one big picture.<\/p>\n<p>This big picture view helps visualise a complete customer-centric marketing strategy, as well as guiding acquisition and retention strategies and optimising conversion rate going forward.<\/p>\n<p>And there you have it! A handy customer journey canvas with KPIs based on a thorough understanding of customer behaviour at each stage of the funnel. This empowers your attribution modelling for the customer journey, helping you improve results for every marketing channel.<\/p>\n<p><strong>If you\u2019d like to understand your customers behaviour, <a href=\"https:\/\/ambergreeninternetmarketing.com\/contact\/\">get in touch to arrange a call<\/a>.<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00a0\u201cBig data really isn&#8217;t the end unto itself. It\u2019s actually big insights from big data. It\u2019s throwing away 99.999% of that data to find things that are actionable.\u201d &#8211;\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 Bob Borchers, Chief Marketing Officer for Dolby Laboratories Data and knowledge are two very different things. Data without knowledge is about as useful as having petrol [&hellip;]<\/p>\n","protected":false},"author":88,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","reading_level":"Strategic","reading_level_confidence":0.72,"reading_level_needs_review":"0","in_short_ai_headline":"","in_short_ai_body":"","in_short_status":"","footnotes":""},"categories":[2861],"tags":[740,741,742,743,744,745],"class_list":["post-114731","post","type-post","status-publish","format-standard","hentry","category-analytics","tag-big-data","tag-big-insight","tag-personas","tag-sales-funnel","tag-user-behaviour-flow","tag-user-journey"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Marketing Alchemy: Turning Big Data into Big Insights | DAC<\/title>\n<meta name=\"description\" content=\"Data and knowledge are two very different things. 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