MACHINE LEARNING<\/p>\n
Email marketing is most effective when every message is tailored to the individual customer. We developed an AI-powered personalization engine that generated unique product recommendations for millions of customers, helping the retailer increase engagement, conversions, and revenue.<\/p>\n\t
Impact<\/p>\n\t
+$30M<\/p>\n\t
in Revenue<\/p>\n\tPersonalized Recommenda-
\ntions Delivered to 50+ Million Customers\n\t
A\/B Tested Across Randomized Customer Cohorts<\/p>\n\tMudrick & Associates partnered with the digital marketing team of a $7B retailer to deliver AI-powered personalization across one of its largest customer outreach channels. Using a TensorFlow-based neural network and a scalable microservices architecture, we developed a recommendation engine capable of generating customer-specific product and image recommendations for more than 50 million customers based on historical purchasing behavior and engagement data.\nThe personalized recommendations were embedded directly into the retailer’s 2024 Valentine’s Day email campaign, ensuring that each recipient received content tailored to their interests and shopping history. To accurately measure business impact, the campaign was deployed using randomized A\/B testing, with half of recipients receiving personalized emails and the other half receiving standard marketing content. This approach provided clear insight into improvements in customer engagement, conversion rates, and incremental revenue.\n\t
The Result: The AI-powered email campaign delivered personalized product recommendations to more than 50 million customers, generating over $30 million in incremental revenue<\/strong> while increasing customer engagement and conversion through rigorously measured A\/B testing.<\/p>\n\n","protected":false},"excerpt":{"rendered":" MACHINE LEARNING AI-Powered Personalized Email Campaigns That Drive Customer Engagement Email marketing is most effective when every message is tailored […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"unboxed","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":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1022","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=\/wp\/v2\/posts\/1022","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1022"}],"version-history":[{"count":10,"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=\/wp\/v2\/posts\/1022\/revisions"}],"predecessor-version":[{"id":1890,"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=\/wp\/v2\/posts\/1022\/revisions\/1890"}],"wp:attachment":[{"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1022"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1022"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fiduciaries.ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1022"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}