{"id":97,"date":"2023-03-23T11:35:32","date_gmt":"2023-03-23T11:35:32","guid":{"rendered":"https:\/\/www.contata.com\/case-studies\/?post_type=case-studies&#038;p=97"},"modified":"2025-11-13T11:05:06","modified_gmt":"2025-11-13T11:05:06","slug":"customer-data-analytics-for-a-retail-company-looking-to-improve-marketing-strategies","status":"publish","type":"case-studies","link":"https:\/\/www.contata.com\/case-studies\/customer-data-analytics-for-a-retail-company-looking-to-improve-marketing-strategies\/","title":{"rendered":"Customer Data Analytics for Retail Company Looking to Improve Marketing Strategies"},"content":{"rendered":"\r\n<p class=\"has-medium-font-size\"><strong>Overview<\/strong><\/p>\r\n\r\n\r\n\r\n<p>The client is a prominent retail chain in Western US with over US$ 6.5 million in revenue and 300+ premium convenience stores globally.<\/p>\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>Challenges<\/strong><\/p>\r\n\r\n\r\n\r\n<p>The client sought insights into customer behavior and loyalty to improve <a href=\"https:\/\/www.contata.com\/strategy\">marketing strategies<\/a>. The retail transactional data, containing critical customer information, needed to be cleaned and deduplicated to evaluate customer lifetime value (CLV) and total revenue across diverse customer segments and demographics.<\/p>\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>Solution<\/strong>&#8211;<strong>Customer Data Analytics for Retail Company<\/strong><\/p>\r\n\r\n\r\n\r\n<p>Contata mined and processed data, creating dashboards in Google Cloud Storage and BigQuery. We Included ETL using Google Cloud Dataflow, cleaning\/prep with Cloud Dataprep, BigQuery design, <a href=\"https:\/\/www.contata.com\/ai-machine-learning\">ML model<\/a> development, and Google Data Studio-based reports. Propensity analysis ML model identified leads for targeted cross-selling, boosting average customer spending per visit. We also implemented A\/B loyalty schemes on retail transactional data for measurable results, forming a successful program template for franchise expansion.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-group block-container is-vertical is-layout-flex wp-container-core-group-is-layout-8cf370e7 wp-block-group-is-layout-flex\">\r\n<h3 class=\"wp-block-heading\">Benefits<\/h3>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Significantly reduced marketing costs with improved conversion rates.<\/li>\r\n\r\n\r\n\r\n<li>Enhanced <a href=\"https:\/\/www.contata.com\/business-intelligence\">business intelligence<\/a> for tracking customer lifetime value.<\/li>\r\n\r\n\r\n\r\n<li>Templated customer spending model for franchise expansion based on data reports and trends.<\/li>\r\n\r\n\r\n\r\n<li>Cleaned and refined insights from historical data.<\/li>\r\n<\/ul>\r\n<\/div>\r\n\r\n\r\n\r\n<p class=\"has-medium-font-size\"><strong>About Contata<\/strong><\/p>\r\n\r\n\r\n\r\n<p><a href=\"https:\/\/www.contata.com\">Contata Solutions<\/a> is a trusted leader in technology and digital innovation. Through our work in data engineering, <a href=\"https:\/\/www.contata.com\/data-analytics\">data analytics<\/a>, machine learning, marketing automation and <a href=\"https:\/\/www.contata.com\/application-development\">app development<\/a>, we deliver solutions that address complex problems in ways that are simple, insightful and impactful.<\/p>\r\n\r\n\r\n\r\n<p>Our promise and value proposition to our customers is simple: we leverage our deep technical expertise and global presence to bring software products and data-driven decision capabilities to life.<\/p>\r\n\r\n\r\n\r\n<p>Founded in 2000, Contata is a privately-held company headquartered in Minneapolis that serves clients globally from offices in the United States and India.<\/p>\r\n\r\n\r\n\r\n<p class=\"download-cs\"><a href=\"https:\/\/www.contata.com\/case-studies\/wp-content\/themes\/contata\/assets\/cs\/customer-data-analytics-for-a-retail-company-looking-to-improve-marketing-strategies.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Download<\/a><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Data Analytics to understand consumer behavior and improve digital marketing campaigns.<\/p>\n","protected":false},"author":5,"featured_media":98,"parent":0,"template":"","news_category":[3],"class_list":["post-97","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","news_category-data-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Customer Data Analytics for Retail Company to Boost Marketing Strategy<\/title>\n<meta name=\"description\" content=\"Explore how customer data analytics helped a retail company understand consumer behavior, optimize marketing strategies, and enhance engagement and success\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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