{"id":45028,"date":"2023-08-04T13:57:02","date_gmt":"2023-08-04T13:57:02","guid":{"rendered":"https:\/\/www.engagebay.com\/blog\/?p=45028"},"modified":"2026-03-10T15:52:49","modified_gmt":"2026-03-10T15:52:49","slug":"ecommerce-emails-predictive-analytics","status":"publish","type":"post","link":"https:\/\/www.engagebay.com\/blog\/ecommerce-emails-predictive-analytics\/","title":{"rendered":"Predictive Analytics for eCommerce Emails: Beginner&#8217;s Guide"},"content":{"rendered":"<p>Predictive analytics can improve your eCommerce revenue by revealing bottlenecks, collecting data, and detecting trends. Using this data to improve your email marketing campaigns will <a href=\"https:\/\/www.engagebay.com\/blog\/email-list\/\">build a stronger email list<\/a>, improve your open rates, and boost your click-through rates.<\/p>\n<p>This guide will explain how predictive analytics work for email marketers, with plenty of examples, tips, and strategies to use this data to the fullest.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_74 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-emails-predictive-analytics\/#What_Are_Predictive_Analytics_for_eCommerce_Email_Marketing\" >What Are Predictive Analytics for eCommerce Email Marketing?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-emails-predictive-analytics\/#Benefits_Of_Predictive_Analytics_in_eCommerce_Email_Marketing\" >Benefits Of Predictive Analytics in eCommerce Email Marketing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-emails-predictive-analytics\/#Predictive_Analytics_Software_for_eCommerce_Emails_5_Tools_To_Try\" >Predictive Analytics Software for eCommerce Emails: 5 Tools To Try<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-emails-predictive-analytics\/#Bottom_Line\" >Bottom Line<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2><span class=\"ez-toc-section\" id=\"What_Are_Predictive_Analytics_for_eCommerce_Email_Marketing\"><\/span><span style=\"color: #339966;\"><strong>What Are Predictive Analytics for eCommerce Email Marketing?<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Predictive analytics is data analytics with a figurative eye toward the future. While traditional data analytics ask questions such as \u201cWhat happened?\u201d, \u201cWhy?\u201d and \u201cWhat comes next?\u201d predictive data assesses the answer to one question.<\/p>\n<p>What could happen in the future?<\/p>\n<p>To answer that, predictive analytics review historical data to make insights, reveal trends, and spotlight issues that could impede your eCommerce revenue.<\/p>\n<p>This might sound like some sort of futuristic technology, but it\u2019s far more modern than you might think. For example, weather stations use these analytics to predict weekly and extended forecasts.<\/p>\n<p>Unlike the weather, predictive data for an <a href=\"https:\/\/www.engagebay.com\/blog\/targeted-email-marketing\/\">email marketing campaign<\/a> promises more accuracy. This is the closest you have to gazing into a crystal ball and determining your business&#8217;s future.<\/p>\n\r\n            <script>\r\n                var EhAPI = EhAPI || {}; \r\n                EhAPI.after_load = function() {\r\n                    EhAPI.set_account('ktb76s1540fl2hnhbqnrtd2npb', 'our');\r\n                    EhAPI.execute('rules');\r\n                };\r\n                (function(d, s, f) {\r\n                    var sc = document.createElement(s);\r\n                    sc.type = 'text\/javascript';\r\n                    sc.async = true;\r\n                    sc.src = f;\r\n                    var m = document.getElementsByTagName(s)[0];\r\n                    m.parentNode.insertBefore(sc, m);   \r\n                })(document, 'script', '\/\/d2p078bqz5urf7.cloudfront.net\/jsapi\/ehform.js');\r\n            <\/script>\r\n            <script>\r\n                function waitForEhForms() {\r\n                    const interval = 100; \/\/ Check every 100ms\r\n                    const checkAndLoad = () => {\r\n                        const params = new URLSearchParams(window.location.search);\r\n                        const elementorPreviewParam = params.get('elementor-preview');\r\n                        if (elementorPreviewParam && typeof EhForms !== 'undefined' && typeof EhForms.loadForms === 'function') {\r\n                            EhForms.loadForms();\r\n                            console.log('EhForms.loadForms() called successfully.');\r\n                        } else {\r\n                            setTimeout(checkAndLoad, interval);\r\n                        }\r\n                    };\r\n                    checkAndLoad();\r\n                }\r\n                \/\/ Call the function\r\n                waitForEhForms();\r\n            <\/script>\r\n        <div class='engage-hub-form-embed' id='eh_form_5161654467690496' data-id='5161654467690496'><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Benefits_Of_Predictive_Analytics_in_eCommerce_Email_Marketing\"><\/span><span style=\"color: #339966;\"><strong>Benefits Of Predictive Analytics in eCommerce Email Marketing<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Predictive analytics can enhance your <a href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-email-marketing-examples\/\">eCommerce email marketing<\/a> performance. Let\u2019s see how.<\/p>\n<h3><span style=\"color: #993300;\"><strong>Larger customer base<\/strong><\/span><\/h3>\n<p>Companies of all sizes strive to acquire more customers, and <a href=\"https:\/\/www.engagebay.com\/marketing\/email-marketing\">email marketing<\/a> is a large part of the process. Analytics will tell you where you lose customers in the funnel so you can strive to meet their needs better.<\/p>\n<p>Perhaps you use email automation to ensure your small business sends emails at specific moments to move leads along the sales funnel. For example, leads will expect a welcome email soon after joining your email list.<\/p>\n<h3><strong><span style=\"color: #993300;\">Personalized communication<\/span><\/strong><\/h3>\n<p>You can also rely on predictive data to <a href=\"https:\/\/www.engagebay.com\/blog\/what-is-audience-segmentation\/\">segment your audience<\/a> by feeding the analytics software demographic and psychographic audience data. Lead segmentation will help you identify relevant offers to your various groups based on their pain points.<\/p>\n<p>As an aside, you can also use predictive data similarly for long-term customers, segmenting them to present them with tailored offers.<\/p>\n<h3><strong><span style=\"color: #993300;\">Better customer retention<\/span><\/strong><\/h3>\n<p>How do you use <a href=\"https:\/\/www.engagebay.com\/marketing\/email-marketing\">email marketing<\/a> to increase customer retention? Through frequent (but not excessive) communications designed to engage and connect with your customers. Predictive data indicates what kinds of email marketing campaigns your customers will react the most favorably to so you can replicate them.<\/p>\n<p>You can also evaluate the success of those campaigns and create new digital marketing strategies based on what has already worked, often by reviewing campaign reports through dashboards or an <a href=\"https:\/\/www.wps.com\/academy\/excel-spreadsheet\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\">Excel download<\/a> for deeper analysis.<\/p>\n<p>Managing and analyzing this growing volume of customer data becomes more scalable and reliable after an <a href=\"https:\/\/nix-united.com\/services\/aws-migration-services-and-consulting\/\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\">AWS workload migration<\/a>, especially as marketing systems expand.<\/p>\n<p>For example, if you know a product has sold well among a subset of your customer base, you can recommend the latest edition of that product or a relevant but different product.<\/p>\n<p>Predictive data also help you cross-sell and upsell. Let\u2019s say you sold one audience segment the latest laptop you carry. You can also assume they\u2019ll need accessories such as a laptop bag, battery charger, and a mouse.<\/p>\n<h3><span style=\"color: #993300;\"><strong>Improved re-engagement<\/strong><\/span><\/h3>\n<p>Here\u2019s yet another way predictive analytics shine in an eCommerce marketing campaign: <a href=\"https:\/\/www.engagebay.com\/blog\/win-back-email-examples\/\">re-engagement<\/a>. Customers might still open your emails but don\u2019t bother clicking. A lack of clicks translates to a lack of purchases.<\/p>\n<p>Predictive data helps you dig back through history, understanding where the customer drop-off happened. You might not always know the circumstances that surrounded this change, but you can gauge how long it\u2019s happened so you can see what kinds of campaigns have failed to motivate the customer to engage.<\/p>\n<p>Segmenting your customers to understand their current challenges and pain points will put you in a more advantageous position to successfully recommend products and services your customers might have an interest in.<\/p>\n<p>You can rely on predictive data to indicate the best times and frequencies for emailing your customers and the personalization methods they\u2019re most responsive to.<\/p>\n<h3><span style=\"color: #993300;\"><strong>Better email receptivity<\/strong><\/span><\/h3>\n<p>Pouring hours into each email to generate low <a href=\"https:\/\/www.engagebay.com\/blog\/email-ab-testing\/\">open and click-through rates<\/a> can frustrate any marketer. Predictive data unpacks email engagement over time, helping you glean which types of emails generate the biggest response.<\/p>\n<p>You can fine-tune your email send rate, the time you mail your audience, and the type of content until more of your audience excitedly opens your messages and engages with the content within.<\/p>\n<h3><strong><span style=\"color: #993300;\">More and faster conversions<\/span><\/strong><\/h3>\n<p>What is your current customer conversion rate? If it falls below your industry average, focusing on your email marketing is one way to increase it. Predictive data helps you identify customer pain points and <a href=\"https:\/\/www.engagebay.com\/blog\/customer-journey-mapping-tools\/\">map the customer journey<\/a> more successfully to increase conversions.<\/p>\n<p>Your small business might even discover a faster conversion rate. After all, once you understand where your customers enter the <a href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-sales-funnels\/\">sales funnel<\/a>, their challenges, and which products and services best solve them, it becomes easier and more efficient to convert customers.<\/p>\n<p>Of course, each customer is different, and their experience in the funnel can vary. However, if most of your incoming leads follow in the footsteps of the average customer, you will increase your audience base consistently month over month by converting those leads.<\/p>\n<h3><strong><span style=\"color: #993300;\">Better customer loyalty<\/span><\/strong><\/h3>\n<p>Consistently sending your audience targeted, relevant email content makes your messages can\u2019t-miss. Your customers will also appreciate how the messages are always tailored toward their needs, no matter how frequent they are. This is one way to increase <a href=\"https:\/\/www.engagebay.com\/blog\/retail-marketing-strategies\/\">customer loyalty<\/a>.<\/p>\n<p>With loyalty comes more purchases and possibly referrals. Word-of-mouth marketing is exceptionally powerful.<\/p>\n<h3><span style=\"color: #993300;\"><strong>Healthier bottom line<\/strong><\/span><\/h3>\n<p>Between converting more customers, retaining your current customers and making them more loyal, and engaging with your audience, your eCommerce emails will increase sales.<\/p>\n<p><a class=\"fasc-button fasc-size-medium fasc-type-flat fasc-rounded-medium ico-fa fasc-ico-before fa-arrow-circle-right\" style=\"background-color: #33809e; color: #ffffff;\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-analytics-tools\/\">Read also: 12 eCommerce Analytics Tools for Pro-Level Tracking<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Predictive_Analytics_Software_for_eCommerce_Emails_5_Tools_To_Try\"><\/span><span style=\"color: #339966;\"><strong>Predictive Analytics Software for eCommerce Emails: 5 Tools To Try<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Is your small business ready to get underway with predictive analytics to drive your email marketing campaigns forward? The five software options we\u2019ve recommended here are a great starting point.<\/p>\n<h3><span style=\"color: #993300;\"><strong>1. <\/strong><a style=\"color: #993300;\" href=\"https:\/\/www.domo.com\/business-intelligence\"><strong>Domo<\/strong><\/a><\/span><\/h3>\n<figure style=\"width: 708px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"r48jcc pT0Scc iPVvYb\" src=\"https:\/\/gdm-catalog-fmapi-prod.imgix.net\/ProductScreenshot\/ef2de921-fe08-430e-bf1a-04390d36cd10.png\" alt=\"Domo Software Reviews, Demo &amp; Pricing - 2023\" width=\"708\" height=\"531\" aria-hidden=\"false\"><figcaption class=\"wp-caption-text\"><em>Image courtesy of Software Advice<\/em><\/figcaption><\/figure>\n<p>Preferred by major brands such as Nestle, Univision, Cisco, and ESPN, Domo is a data experience platform with an intuitive business intelligence suite that includes predictive data. You can visualize data within Domo that\u2019s customized and personalized.<\/p>\n<p>Domo\u2019s machine learning and AI-driven insights help you make better campaign decisions. <a href=\"https:\/\/www.engagebay.com\/blog\/daily-sales-report\/\">Automate your reporting<\/a> so you always have reliable data on your side. Domo pricing starts at $125 per month.<\/p>\n<h3><span style=\"color: #993300;\"><strong>2. <\/strong><a style=\"color: #993300;\" href=\"https:\/\/www.tableau.com\/\"><strong>Tableau<\/strong><\/a><\/span><\/h3>\n<figure style=\"width: 840px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"r48jcc pT0Scc iPVvYb\" src=\"https:\/\/www.tableau.com\/sites\/default\/files\/2022-05\/Products_Server_Intro.png\" alt=\"Tableau Server | Governed, self-service analytics at scale\" width=\"840\" height=\"506\" aria-hidden=\"false\"><figcaption class=\"wp-caption-text\"><em>Image courtesy of Tableau<\/em><\/figcaption><\/figure>\n<p>Tableau is a Salesforce business intelligence tool. Create a visual analytics interface, then use advanced analyses to generate predictive forecasting data that can paint a clear picture of the future of your campaigns.<\/p>\n<p>You can also manage data within Tableau, and the tool integrates with Google Sheets, Microsoft Excel, Google BigQuery, Hive, Vertica, Salesforce, Splunk, and many more.<\/p>\n<p>Tableau costs $70 per month for one creator and $140 per month for two creators, with custom pricing for more creators.<\/p>\n<p><a class=\"fasc-button fasc-size-medium fasc-type-flat fasc-rounded-medium ico-fa fasc-ico-before fa-arrow-circle-right\" style=\"background-color: #33809e; color: #ffffff;\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-emails-advanced-segmentation-strategies\/\">Read also: eCommerce Emails: 50+ Basic and Advanced Segmentation Strategies<\/a><\/p>\n<h3><span style=\"color: #993300;\"><strong>3. <\/strong><a style=\"color: #993300;\" href=\"https:\/\/azure.microsoft.com\/en-us\"><strong>Microsoft Azure<\/strong><\/a><\/span><\/h3>\n<figure style=\"width: 1033px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"r48jcc pT0Scc iPVvYb\" src=\"https:\/\/editor.analyticsvidhya.com\/uploads\/43045azure_services.png\" alt=\"Create a Virtual Machine for Free on Microsoft Azure - Analytics Vidhya\" width=\"1033\" height=\"576\" aria-hidden=\"false\"><figcaption class=\"wp-caption-text\"><em>Image courtesy of Analytics Vidhya<\/em><\/figcaption><\/figure>\n<p>The cloud computing tool Microsoft Azure is another optimal selection for analyzing ongoing campaigns and using predictive data. It combines its suite of tools with AI modeling. You can even pay as you go, making Azure a cost-effective small business solution.<\/p>\n<p>Microsoft charges Azure users by the feature. For instance, if you use its Virtual Machines, storage accounts, and SQL databases, you\u2019d pay more than if you only use Azure Cosmos DB or app services.<\/p>\n<p><a class=\"fasc-button fasc-size-medium fasc-type-flat fasc-rounded-medium ico-fa fasc-ico-before fa-arrow-circle-right\" style=\"background-color: #33809e; color: #ffffff;\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-email-heatmap-analysis\/\">Read also: How To Optimize Your CTR With eCommerce Email Heatmap Analysis<\/a><\/p>\n<h3><span style=\"color: #993300;\"><strong>4. <\/strong><a style=\"color: #993300;\" href=\"https:\/\/www.sap.com\/products\/technology-platform\/cloud-analytics.html\"><strong>SAP Analytics Cloud<\/strong><\/a><\/span><\/h3>\n<p>One of the premier business intelligence tools is SAP Analytics Cloud. The machine-generated augmented analytics are automated and intelligent. Algorithms within the software allow the predictive data to become smarter and more accurate with time.<\/p>\n<p>SAP Analytics Cloud pricing starts at $36 a month with quarterly or annual billing for the Business plan. The Enterprise plan has custom pricing.<\/p>\n<h3><span style=\"color: #993300;\"><strong>5. <\/strong><a style=\"color: #993300;\" href=\"https:\/\/www.ibm.com\/products\/watson-studio\"><strong>IBM Watson Studio<\/strong><\/a><\/span><\/h3>\n<figure style=\"width: 793px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"r48jcc pT0Scc iPVvYb\" src=\"https:\/\/miro.medium.com\/v2\/resize:fit:1200\/0*lltUIjY5DYOpoACF.\" alt=\"Introducing IBM Watson Studio. Professionals are putting AI to work to\u2026 | by Armand Ruiz | IBM Watson Assistant | Medium\" width=\"793\" height=\"454\" aria-hidden=\"false\"><figcaption class=\"wp-caption-text\"><em>Image courtesy of <\/em><em>Medium<\/em><\/figcaption><\/figure>\n<p>Building the future of your small business email campaigns is simple with IBM Watson Studio on your side. This AI-augmented tool uses open-source frameworks, including scikit-learn, TensorFlow, and PyTorch, and communicates in coding languages from Scala to Python.<\/p>\n<p>The Watson Studio Lite with basic features is free, whereas the Professional plan starts at $1.02 per capacity unit-hour. <strong>&nbsp;<\/strong><\/p>\n<p><a class=\"fasc-button fasc-size-medium fasc-type-flat fasc-rounded-medium ico-fa fasc-ico-before fa-arrow-circle-right\" style=\"background-color: #33809e; color: #ffffff;\" target=\"_blank\" rel=\"noopener\" href=\"https:\/\/www.engagebay.com\/blog\/ecommerce-analytics\/\">Read also: Master the Art of eCommerce Analytics with These 16 KPIs<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bottom_Line\"><\/span><span style=\"color: #339966;\"><strong>Bottom Line<\/strong><\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Predictive analytics is the future of <a href=\"https:\/\/www.engagebay.com\/marketing\/email-marketing\">email marketing<\/a>, and it applies to eCommerce just as much as any other kind of business.<\/p>\n<p>This data accurately indicates where your campaigns need improvement and where to double down to <a href=\"https:\/\/www.engagebay.com\/blog\/buyer-enablement\/\">increase your conversions<\/a>, customer loyalty and retention, and sales.<\/p>\n<p>Have you used any predictive analytics software yet? Will you be trying some after reading this article? Let us know in the comments.<\/p>\n<p>p.s. How does a <a href=\"https:\/\/www.engagebay.com\/products\/crm\">free CRM<\/a> with marketing automation sound? <a href=\"https:\/\/www.engagebay.com\/\">Try EngageBay<\/a> if you&#8217;d like to start saving big on your business software \ud83d\ude42<\/p>\n\r\n            <script>\r\n                var EhAPI = EhAPI || {}; \r\n                EhAPI.after_load = function() {\r\n                    EhAPI.set_account('ktb76s1540fl2hnhbqnrtd2npb', 'our');\r\n                    EhAPI.execute('rules');\r\n                };\r\n                (function(d, s, f) {\r\n                    var sc = document.createElement(s);\r\n                    sc.type = 'text\/javascript';\r\n                    sc.async = true;\r\n                    sc.src = f;\r\n                    var m = document.getElementsByTagName(s)[0];\r\n                    m.parentNode.insertBefore(sc, m);   \r\n                })(document, 'script', '\/\/d2p078bqz5urf7.cloudfront.net\/jsapi\/ehform.js');\r\n            <\/script>\r\n            <script>\r\n                function waitForEhForms() {\r\n                    const interval = 100; \/\/ Check every 100ms\r\n                    const checkAndLoad = () => {\r\n                        const params = new URLSearchParams(window.location.search);\r\n                        const elementorPreviewParam = params.get('elementor-preview');\r\n                        if (elementorPreviewParam && typeof EhForms !== 'undefined' && typeof EhForms.loadForms === 'function') {\r\n                            EhForms.loadForms();\r\n                            console.log('EhForms.loadForms() called successfully.');\r\n                        } else {\r\n                            setTimeout(checkAndLoad, interval);\r\n                        }\r\n                    };\r\n                    checkAndLoad();\r\n                }\r\n                \/\/ Call the function\r\n                waitForEhForms();\r\n            <\/script>\r\n        <div class='engage-hub-form-embed' id='eh_form_6268678992035840' data-id='6268678992035840'><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Predictive analytics can improve your eCommerce revenue by revealing bottlenecks, collecting data, and detecting trends. Using this data to improve [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":45408,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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