{"id":226060,"date":"2025-05-06T04:26:53","date_gmt":"2025-05-06T04:26:53","guid":{"rendered":"https:\/\/peraltafinancing.com\/analytics\/the-greatest-marketing-analytics-equation-of-all-time\/"},"modified":"2025-05-06T04:26:53","modified_gmt":"2025-05-06T04:26:53","slug":"the-greatest-marketing-analytics-equation-of-all-time","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=226060","title":{"rendered":"The Greatest Marketing Analytics Equation of All Time"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div id=\"post-body-8255780129951419382\" itemprop=\"description articleBody\">\n<p><span style=\"font-family: arial;\">It&#8217;s 1992 at Lands&#8217; End, and I&#8217;m responsible for analyzing mail\/holdout tests &#8230; you execute email and\/or print mail\/holdout tests in 2025, right?<\/span><\/p>\n<p><span style=\"font-family: arial;\">Here&#8217;s the results of a mail\/holdout test.<\/span><\/p>\n<div style=\"text-align: justify;\">\n<div class=\"separator\" style=\"clear: both; text-align: center;\"><a href=\"https:\/\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiKApLk-kxNo2yiRZz3tcj6hTpRmC3TWAfRQNwBv6dWjAakilKHNnBQufgrqfKcFuT6OASpszJAKgNqWPawtbSzVOw5xTenQwmB1sqGYyrxq88y1s7RPB_oFQIy9I5vZticmoeDPZ-unXwl64kOUihQXqngoO2TwPfFJWw9VQYaCDuDARzC7BZKBQ\/s1280\/mtd_20250428.jpg\" style=\"margin-left: 1em; margin-right: 1em;\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" data-original-height=\"335\" data-original-width=\"1280\" height=\"105\" src=\"https:\/\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiKApLk-kxNo2yiRZz3tcj6hTpRmC3TWAfRQNwBv6dWjAakilKHNnBQufgrqfKcFuT6OASpszJAKgNqWPawtbSzVOw5xTenQwmB1sqGYyrxq88y1s7RPB_oFQIy9I5vZticmoeDPZ-unXwl64kOUihQXqngoO2TwPfFJWw9VQYaCDuDARzC7BZKBQ\/w400-h105\/mtd_20250428.jpg\" width=\"400\"\/><\/a><\/div>\n<p><span style=\"font-family: arial;\"><br \/><\/span><\/div>\n<p><span style=\"font-family: arial;\">An average professional doesn&#8217;t bother with mail\/holdout tests.<\/span><\/p>\n<p><span style=\"font-family: arial;\">A smart professional measures profit via the &#8220;Increment&#8221; line in the table above. The smart professional doesn&#8217;t overstate results via matchbacks, they leverage the incremental contribution (which likely means they&#8217;ll spend fewer marketing dollars).<\/span><\/p>\n<p><span style=\"font-family: arial;\">The curious professional notices a relationship.<\/span><\/p>\n<div style=\"text-align: justify;\">\n<ul>\n<li><span style=\"font-family: arial;\">0\/3 mailings = $0.<\/span><\/li>\n<li><span style=\"font-family: arial;\">2\/3 mailings = $8.40.<\/span><\/li>\n<li><span style=\"font-family: arial;\">3\/3 mailings = $10.50.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: arial;\">The curious professional adjusts the relationship, converting both sides of the relationship to fractions.<\/span><\/p>\n<div>\n<ul>\n<li><span style=\"font-family: arial;\">0.000 mailings = 0.000 spent.<\/span><\/li>\n<li><span style=\"font-family: arial;\">0.667 mailings = 0.800 spent.<\/span><\/li>\n<li><span style=\"font-family: arial;\">1.000 mailings = 1.000 spent.<\/span><\/li>\n<\/ul>\n<\/div>\n<p><span style=\"font-family: arial;\">The curious professional plots the relationship, then fits a line through the relationship.<\/span><\/p>\n<div>\n<div class=\"separator\" style=\"clear: both; text-align: center;\"><a href=\"https:\/\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiLlquyNZtZfJqKNRd_xXSFMa_u7wMFvKAZ9sbO0odr9P6R8Izsy_X0Qd02AtZ1oGh95VV65bniWfRpg-BMcTVXgUub_nEtLWHhOOJoBdUuLEtdo6_bHXgUb0B2OB8kAh7mxtCoZo8E2BO5qfdMLbAVS9nRVwwoFHP0smaK3zKzMUZ3bhHio4f5KQ\/s1280\/mtd_20250428a.jpg\" style=\"margin-left: 1em; margin-right: 1em;\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" data-original-height=\"720\" data-original-width=\"1280\" height=\"225\" src=\"https:\/\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiLlquyNZtZfJqKNRd_xXSFMa_u7wMFvKAZ9sbO0odr9P6R8Izsy_X0Qd02AtZ1oGh95VV65bniWfRpg-BMcTVXgUub_nEtLWHhOOJoBdUuLEtdo6_bHXgUb0B2OB8kAh7mxtCoZo8E2BO5qfdMLbAVS9nRVwwoFHP0smaK3zKzMUZ3bhHio4f5KQ\/w400-h225\/mtd_20250428a.jpg\" width=\"400\"\/><\/a><\/div>\n<p><span style=\"font-family: arial;\"><br \/><\/span><\/div>\n<p><span style=\"font-family: arial;\">What is the structure of a Power Function?<\/span><\/p>\n<div>\n<ul>\n<li><span style=\"font-family: arial;\">Fraction of Demand = a*(Fraction of Mailings) ^ b.<\/span><\/li>\n<\/ul>\n<\/div>\n<p><span style=\"font-family: arial;\">The equation above?<\/span><\/p>\n<div>\n<ul>\n<li><span style=\"font-family: arial;\">Fraction of Demand = 1.00 * (Fraction of Mailings) ^ 0.583.<\/span><\/li>\n<\/ul>\n<\/div>\n<p><span style=\"font-family: arial;\">In marketing, your ROAS relationships and\/or investment decisions follow a Power Function. Once you see it, you cannot unsee it. In fact, the Power Function is everywhere.<\/span><\/p>\n<div>\n<ul>\n<li><span style=\"font-family: arial;\">Price Elasticity.<\/span><\/li>\n<li><span style=\"font-family: arial;\">The Difference in Customer Segment Performance.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Paid Social Advertising.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Product Listing Ad Spend.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Catalog Mailing Frequency.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Email Marketing Weekly Contact Frequency.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Merchandise Assortment Size.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Creative &#8220;Winners&#8221; vs. &#8220;Experimental Photography&#8221;.<\/span><\/li>\n<li><span style=\"font-family: arial;\">Winners vs. Contenders vs. Others within your Assortment.<\/span><\/li>\n<\/ul>\n<\/div>\n<p><span style=\"font-family: arial;\">I could go on and on, for hours.<\/span><\/p>\n<p><span style=\"font-family: arial;\">Power Functions explain most of your investment decisions in marketing. The functions are different &#8230; your Paid Social &#8220;b&#8221; coefficient is different from your Email Weekly Contact Frequency &#8220;b&#8221; coefficient.<br \/><\/span><\/p>\n<p><span style=\"font-family: arial;\">This is the point in the post where the curious marketer will take the topic further. You&#8217;re free to email me (kevinh@minethatdata.com) and ask questions. The Power Function is the greatest marketing analytics equation of all time! The equation unlocks the secrets of your business.<\/span><\/p>\n<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>It&#8217;s 1992 at Lands&#8217; End, and I&#8217;m responsible for analyzing mail\/holdout tests &#8230; you execute email and\/or print mail\/holdout tests in 2025, right? Here&#8217;s the results of a mail\/holdout test. An average professional doesn&#8217;t bother with mail\/holdout tests. A smart professional measures profit via the &#8220;Increment&#8221; line in the table above. The smart professional doesn&#8217;t [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":226061,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12033],"tags":[12765,48800,2583,8402,1231],"dealstore":[],"offerexpiration":[],"class_list":["post-226060","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","tag-analytics","tag-equation","tag-greatest","tag-marketing","tag-time"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Greatest Marketing Analytics Equation of All Time - Som2ny Network<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fivemor.com\/?p=226060\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Greatest Marketing Analytics Equation of All Time - Som2ny Network\" \/>\n<meta property=\"og:description\" content=\"It&#8217;s 1992 at Lands&#8217; End, and I&#8217;m responsible for analyzing mail\/holdout tests &#8230; you execute email and\/or print mail\/holdout tests in 2025, right? 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