{"id":2316,"date":"2021-08-12T12:21:43","date_gmt":"2021-08-12T12:21:43","guid":{"rendered":"https:\/\/www.aspectratioai.com\/?page_id=2316"},"modified":"2022-07-12T10:07:58","modified_gmt":"2022-07-12T10:07:58","slug":"beauty-salon-sales-recommendation-engine","status":"publish","type":"page","link":"https:\/\/www.aspectratioai.com\/case-studies\/advanced-analytics\/beauty-salon-sales-recommendation-engine\/","title":{"rendered":"Targeted Campaign (Beauty Salon Sales Recommendation Engine) Case Study"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2316\" class=\"elementor elementor-2316\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-62e9353b elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"62e9353b\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6507c903\" data-id=\"6507c903\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6cb9e517 elementor-widget elementor-widget-spacer\" data-id=\"6cb9e517\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-399f7f9 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"399f7f9\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-af0913f\" data-id=\"af0913f\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1262b5aa elementor-widget elementor-widget-html\" data-id=\"1262b5aa\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1>\r\n    <div class=\"h1-Title-Sub h1-Left cs-Sub\">\r\n        Advanced Analytics\r\n    <\/div>\r\n    \r\n    <div class=\"h1-Title-Main h1-Title-Effect h1-Left cs-Main\">\r\n        Targeted\r\n        <br>\r\n        Campaign\r\n    <\/div>\r\n<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-686407f\" data-id=\"686407f\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5ecd2dc elementor-widget elementor-widget-image\" data-id=\"5ecd2dc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"960\" height=\"754\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauy-Salon-Chain-Premium-Services-Sales-Increase-Advanced-Analytics-Aspect-Ratio-Header-1.jpg\" class=\"attachment-full size-full wp-image-2333\" alt=\"Targeted campaign to sell premium services for a major beauty salon chain\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauy-Salon-Chain-Premium-Services-Sales-Increase-Advanced-Analytics-Aspect-Ratio-Header-1.jpg 960w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauy-Salon-Chain-Premium-Services-Sales-Increase-Advanced-Analytics-Aspect-Ratio-Header-1-300x236.jpg 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauy-Salon-Chain-Premium-Services-Sales-Increase-Advanced-Analytics-Aspect-Ratio-Header-1-768x603.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2445d635 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2445d635\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-50e1e873\" data-id=\"50e1e873\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b0ad737 elementor-widget elementor-widget-spacer\" data-id=\"1b0ad737\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d8631e1 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"d8631e1\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-52718b0 elementor-hidden-desktop\" data-id=\"52718b0\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eee11ac elementor-widget elementor-widget-image\" data-id=\"eee11ac\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"263\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Bottom-Aspect-Ratio.jpg\" class=\"attachment-large size-large wp-image-2319\" alt=\"How to sell premium services using business forecasting and advanced analytics from Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Bottom-Aspect-Ratio.jpg 670w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Bottom-Aspect-Ratio-300x123.jpg 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3c2dad0 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"3c2dad0\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c927709 elementor-hidden-tablet elementor-hidden-phone\" data-id=\"c927709\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25866b2 elementor-widget elementor-widget-image\" data-id=\"25866b2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"670\" height=\"500\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Left-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2320\" alt=\"How to sell premium services using business forecasting and advanced analytics from Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Left-Aspect-Ratio.jpg 670w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Left-Aspect-Ratio-300x224.jpg 300w\" sizes=\"(max-width: 670px) 100vw, 670px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-16d03bc\" data-id=\"16d03bc\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f3f176c elementor-widget elementor-widget-spacer\" data-id=\"f3f176c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48ae9dd elementor-widget elementor-widget-heading\" data-id=\"48ae9dd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-37bc0361 elementor-widget elementor-widget-heading\" data-id=\"37bc0361\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Objective<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2309fa1e elementor-widget elementor-widget-spacer\" data-id=\"2309fa1e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23835ed elementor-widget elementor-widget-text-editor\" data-id=\"23835ed\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Sharing an introductory offer for premium services with the entire customer base was expensive, and a more targeted approach was required.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3538a854 elementor-widget elementor-widget-spacer\" data-id=\"3538a854\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-224f39f elementor-hidden-tablet elementor-hidden-phone\" data-id=\"224f39f\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1a53c62 elementor-widget elementor-widget-image\" data-id=\"1a53c62\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"655\" height=\"500\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Right-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2321\" alt=\"How to target specific customers to sell premium services using business analytics and advanced forecasting tools Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Right-Aspect-Ratio.jpg 655w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Right-Aspect-Ratio-300x229.jpg 300w\" sizes=\"(max-width: 655px) 100vw, 655px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5f532f8 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"5f532f8\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b8cf829 elementor-hidden-desktop\" data-id=\"b8cf829\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-114d7be elementor-widget elementor-widget-image\" data-id=\"114d7be\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"655\" height=\"174\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Top-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2322\" alt=\"How to target specific customers to sell premium services using business analytics and advanced forecasting tools Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Top-Aspect-Ratio.jpg 655w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/beauty-Salon-Equipment-Services-Top-Aspect-Ratio-300x80.jpg 300w\" sizes=\"(max-width: 655px) 100vw, 655px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1e5a4496 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"1e5a4496\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4d7ee233\" data-id=\"4d7ee233\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-52703192 elementor-widget elementor-widget-spacer\" data-id=\"52703192\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-60da4b8c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"60da4b8c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-779d657d\" data-id=\"779d657d\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4f05187c elementor-widget elementor-widget-heading\" data-id=\"4f05187c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Our<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69b4d1c4 elementor-widget elementor-widget-heading\" data-id=\"69b4d1c4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Approach<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3913f75b elementor-widget elementor-widget-spacer\" data-id=\"3913f75b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d3196a7 elementor-section-full_width elementor-section-stretched elementor-reverse-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"d3196a7\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-79e88922\" data-id=\"79e88922\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-58c8537c animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"58c8537c\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_mobile&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"960\" height=\"763\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/customers-Premium-Services-Analysis-Targeted-Messaging-Campaign-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2325\" alt=\"Targeted messaging campaign specific demographics Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/customers-Premium-Services-Analysis-Targeted-Messaging-Campaign-Aspect-Ratio.jpg 960w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/customers-Premium-Services-Analysis-Targeted-Messaging-Campaign-Aspect-Ratio-300x238.jpg 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/customers-Premium-Services-Analysis-Targeted-Messaging-Campaign-Aspect-Ratio-768x610.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6fae66b8\" data-id=\"6fae66b8\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e4b1462 elementor-widget elementor-widget-text-editor\" data-id=\"4e4b1462\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Existing customers for premium services were analyzed to understand the services they most preferred.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7992c289 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"7992c289\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-49154b01\" data-id=\"49154b01\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-17a07b64 elementor-widget elementor-widget-spacer\" data-id=\"17a07b64\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d3e037e elementor-widget elementor-widget-text-editor\" data-id=\"3d3e037e\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Clustering analysis of entire customer base was undertaken.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4f81bd2f\" data-id=\"4f81bd2f\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39a0407e animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"39a0407e\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"643\" height=\"554\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/cluster-Analysis-Customer-Base-Beauty-Salon-Chain-Optimization-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2324\" alt=\"Cluster analysis of customer base to identify customers that would be interested in premium services, how to upsell, Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/cluster-Analysis-Customer-Base-Beauty-Salon-Chain-Optimization-Aspect-Ratio.jpg 643w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/cluster-Analysis-Customer-Base-Beauty-Salon-Chain-Optimization-Aspect-Ratio-300x258.jpg 300w\" sizes=\"(max-width: 643px) 100vw, 643px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-27fb943a elementor-section-full_width elementor-section-stretched elementor-reverse-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"27fb943a\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-63773903\" data-id=\"63773903\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3158b9ec animated-slow elementor-hidden-phone elementor-invisible elementor-widget elementor-widget-image\" data-id=\"3158b9ec\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;,&quot;_animation_mobile&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"960\" height=\"960\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2326\" alt=\"Target specific demographics to increase revenues and profitability, Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio.jpg 960w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-300x300.jpg 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-150x150.jpg 150w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-768x768.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57a5f2ad animated-slow elementor-hidden-desktop elementor-hidden-tablet elementor-invisible elementor-widget elementor-widget-image\" data-id=\"57a5f2ad\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;,&quot;_animation_mobile&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-Mobile.jpg\" class=\"attachment-full size-full wp-image-2327\" alt=\"Target specific demographics to increase revenues and profitability, Aspect Ratio\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-Mobile.jpg 480w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-Mobile-300x300.jpg 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/increased-Engagement-Fashion-Beauty-Products-Services-Advanced-Analytics-Aspect-Ratio-Mobile-150x150.jpg 150w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-49f390a6\" data-id=\"49f390a6\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6d7a07b elementor-widget elementor-widget-spacer\" data-id=\"6d7a07b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b5434b7 elementor-widget elementor-widget-text-editor\" data-id=\"7b5434b7\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Marketing efforts were targeted to clusters with the highest probability of engagement.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2c743e35 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"2c743e35\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-65285a69\" data-id=\"65285a69\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3f5b7b94 elementor-widget elementor-widget-spacer\" data-id=\"3f5b7b94\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-512b08a0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"512b08a0\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ed75c6f\" data-id=\"ed75c6f\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7b0f16c4 elementor-widget elementor-widget-spacer\" data-id=\"7b0f16c4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66290846 elementor-widget elementor-widget-heading\" data-id=\"66290846\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-356d61ca elementor-widget elementor-widget-heading\" data-id=\"356d61ca\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Outcome<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7297246a elementor-widget elementor-widget-spacer\" data-id=\"7297246a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-699679b5 elementor-widget elementor-widget-text-editor\" data-id=\"699679b5\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The response rate was measured and compared to that of a control group.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-18379ee1 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"18379ee1\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-295c7fb4 elementor-hidden-tablet elementor-hidden-phone\" data-id=\"295c7fb4\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-581d1e elementor-widget elementor-widget-image\" data-id=\"581d1e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"496\" height=\"417\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/case-Studies-Outcome-Orange-Panel-Side-Graphic-Aspect-Ratio-Left-1.jpg\" class=\"attachment-full size-full wp-image-2287\" alt=\"\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/case-Studies-Outcome-Orange-Panel-Side-Graphic-Aspect-Ratio-Left-1.jpg 496w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/case-Studies-Outcome-Orange-Panel-Side-Graphic-Aspect-Ratio-Left-1-300x252.jpg 300w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1eb8290e\" data-id=\"1eb8290e\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b25ef42 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"4b25ef42\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6d15f50c\" data-id=\"6d15f50c\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18b652f6 elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"18b652f6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b0caea elementor-widget elementor-widget-heading\" data-id=\"2b0caea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2X<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7de0d20c elementor-widget elementor-widget-heading\" data-id=\"7de0d20c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">The response rate was measured and compared against a control group<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72cb3079 elementor-hidden-phone elementor-widget elementor-widget-spacer\" data-id=\"72cb3079\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5e053ff4 elementor-hidden-tablet elementor-hidden-phone\" data-id=\"5e053ff4\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-421d8e7f elementor-widget elementor-widget-image\" data-id=\"421d8e7f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"496\" height=\"417\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/case-Studies-Outcome-Orange-Panel-Side-Graphic-Aspect-Ratio-Right-1.jpg\" class=\"attachment-full size-full wp-image-2286\" alt=\"\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/case-Studies-Outcome-Orange-Panel-Side-Graphic-Aspect-Ratio-Right-1.jpg 496w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/case-Studies-Outcome-Orange-Panel-Side-Graphic-Aspect-Ratio-Right-1-300x252.jpg 300w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ca4f662 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"ca4f662\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-155143de\" data-id=\"155143de\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48f4619b elementor-widget elementor-widget-spacer\" data-id=\"48f4619b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bf33269 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"bf33269\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-314e42e2\" data-id=\"314e42e2\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1ac9b281 elementor-hidden-phone elementor-widget elementor-widget-image\" data-id=\"1ac9b281\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1920\" height=\"1280\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio.jpg\" class=\"attachment-full size-full wp-image-2328\" alt=\"Upsell premium packages and plans to customers using Aspect Ratio&#039;s business forecasting and advanced analytics tools\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio.jpg 1920w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-300x200.jpg 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-1024x683.jpg 1024w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-768x512.jpg 768w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-1536x1024.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38ad4ab2 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"38ad4ab2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"720\" height=\"480\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-Mobile.jpg\" class=\"attachment-full size-full wp-image-2342\" alt=\"Upsell premium packages and plans to customers using Aspect Ratio&#039;s business forecasting and advanced analytics tools\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-Mobile.jpg 720w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/08\/premium-Customer-Purchase-Plans-Packages-Increase-Beauty-Salon-Cosmetic-Products-Aspect-Ratio-Mobile-300x200.jpg 300w\" sizes=\"(max-width: 720px) 100vw, 720px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2e6a121 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"2e6a121\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f558c50\" data-id=\"6f558c50\" data-element_type=\"column\" data-settings=\"{&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-654b53c elementor-widget elementor-widget-spacer\" data-id=\"654b53c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-55971e0 elementor-widget elementor-widget-html\" data-id=\"55971e0\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1>\r\n    <div class=\"h1-Title-Sub\">\r\n        Other Similar\r\n    <\/div>\r\n    \r\n    <div class=\"h1-Title-Main h1-Title-Effect\">\r\n        Case \r\n        Studies\r\n    <\/div>\r\n<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a4390a5 elementor-widget elementor-widget-spacer\" data-id=\"5a4390a5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31ca880e elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"31ca880e\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4d6ba55c\" data-id=\"4d6ba55c\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7edf2874 elementor-widget elementor-widget-spacer\" data-id=\"7edf2874\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-658a25b3 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-heading\" data-id=\"658a25b3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Business Intelligence<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cc1ba1b elementor-widget elementor-widget-heading\" data-id=\"4cc1ba1b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Patient<br>Personas<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76861a3d elementor-widget elementor-widget-text-editor\" data-id=\"76861a3d\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>A pharmaceutical giant needed to develop personas for potential patients.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-934bf80 elementor-widget elementor-widget-html\" data-id=\"934bf80\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/case-studies\/advanced-analytics\/pharmaceutical-patient-personas\/\" title = \"Case study on how Aspect Ratio developed accurate patient personas for a pharmaceutical giant\">\r\n<div style = \"display:flex; justify-content: center;\">\r\n<button class=\"learn-more\" style =\"width:14rem;\">\r\n    <span class=\"circle\" aria-hidden=\"true\">\r\n      <span class=\"icon arrow\"><\/span>\r\n    <\/span>\r\n    <span class=\"button-text\">View Study<\/span>\r\n  <\/button>\r\n <\/div>\r\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-122fe4d2 elementor-widget elementor-widget-spacer\" data-id=\"122fe4d2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-757ac98b\" data-id=\"757ac98b\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0f46ec elementor-widget elementor-widget-spacer\" data-id=\"a0f46ec\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-430d7a95 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-heading\" data-id=\"430d7a95\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Process Automation<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36360515 elementor-widget elementor-widget-heading\" data-id=\"36360515\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Increased<br>Card Spending<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-668e28f8 elementor-widget elementor-widget-text-editor\" data-id=\"668e28f8\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>A major bank with 50MM+ credit card customers wanted to increase its revenue and customer spend per credit card.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a4f57e elementor-widget elementor-widget-html\" data-id=\"7a4f57e\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/case-studies\/advanced-analytics\/increase-credit-card-spending\/\" title = \"Case study on how Aspect Ratio increased credit card spending for customers of a major bank, without straining marketing budgets\">\r\n<div style = \"display:flex; justify-content: center;\">\r\n<button class=\"learn-more\" style =\"width:14rem;\">\r\n    <span class=\"circle\" aria-hidden=\"true\">\r\n      <span class=\"icon arrow\"><\/span>\r\n    <\/span>\r\n    <span class=\"button-text\">View Study<\/span>\r\n  <\/button>\r\n <\/div>\r\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-396509be elementor-widget elementor-widget-spacer\" data-id=\"396509be\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-662bf79a elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"662bf79a\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-708dcc93\" data-id=\"708dcc93\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_teleporter_use&quot;:false}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61f126fe elementor-widget elementor-widget-spacer\" data-id=\"61f126fe\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dd6c8d7 elementor-widget elementor-widget-heading\" data-id=\"7dd6c8d7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Have A Challenging<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76a594d3 elementor-widget elementor-widget-heading\" data-id=\"76a594d3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Requirement?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68736955 elementor-widget elementor-widget-spacer\" data-id=\"68736955\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-507cb921 elementor-widget elementor-widget-text-editor\" data-id=\"507cb921\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Let\u2019s open a conversation on how Aspect Ratio can give your organization a competitive edge.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6eca310f elementor-button-align-center elementor-widget elementor-widget-form\" data-id=\"6eca310f\" data-element_type=\"widget\" data-settings=\"{&quot;step_next_label&quot;:&quot;Next&quot;,&quot;step_previous_label&quot;:&quot;Previous&quot;,&quot;button_width&quot;:&quot;100&quot;,&quot;step_type&quot;:&quot;number_text&quot;,&quot;step_icon_shape&quot;:&quot;circle&quot;}\" data-widget_type=\"form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<form class=\"elementor-form\" method=\"post\" name=\"Case-Studies-Inquiry\">\n\t\t\t<input type=\"hidden\" name=\"post_id\" value=\"2316\"\/>\n\t\t\t<input type=\"hidden\" name=\"form_id\" value=\"6eca310f\"\/>\n\t\t\t<input type=\"hidden\" name=\"referer_title\" value=\"Aspect Ratio\" \/>\n\n\t\t\t\n\t\t\t<div class=\"elementor-form-fields-wrapper elementor-labels-above\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-name elementor-col-33 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-name\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tFirst Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[name]\" id=\"form-field-name\" class=\"elementor-field elementor-size-md  elementor-field-textual\" required=\"required\" aria-required=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-email elementor-col-33 elementor-field-required elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-email\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tLast Name\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[email]\" id=\"form-field-email\" class=\"elementor-field elementor-size-md  elementor-field-textual\" required=\"required\" aria-required=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_f7b995f elementor-col-33\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_f7b995f\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tOrganization\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_f7b995f]\" id=\"form-field-field_f7b995f\" class=\"elementor-field elementor-size-md  elementor-field-textual\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-text elementor-field-group elementor-column elementor-field-group-field_4969493 elementor-col-33\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_4969493\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tDesignation\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"text\" name=\"form_fields[field_4969493]\" id=\"form-field-field_4969493\" class=\"elementor-field elementor-size-md  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elementor-mark-required\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-field_d65d725\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tEmail Address\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<input size=\"1\" type=\"email\" name=\"form_fields[field_d65d725]\" id=\"form-field-field_d65d725\" class=\"elementor-field elementor-size-md  elementor-field-textual\" required=\"required\" aria-required=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"elementor-field-type-textarea elementor-field-group elementor-column elementor-field-group-message elementor-col-100\">\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"form-field-message\" class=\"elementor-field-label\">\n\t\t\t\t\t\t\t\tMessage\t\t\t\t\t\t\t<\/label>\n\t\t\t\t\t\t<textarea class=\"elementor-field-textual elementor-field  elementor-size-md\" name=\"form_fields[message]\" id=\"form-field-message\" rows=\"3\" placeholder=\"Message\"><\/textarea>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div 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elementor-element-5024a22d elementor-widget elementor-widget-heading\" data-id=\"5024a22d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Our<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15fba3e0 elementor-widget elementor-widget-heading\" data-id=\"15fba3e0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Services<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec8ae82 elementor-widget elementor-widget-spacer\" data-id=\"ec8ae82\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ecf2331 elementor-widget elementor-widget-html\" data-id=\"3ecf2331\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/advanced-analytics-service\" title = \"Gain valuable insights from structured and unstructured data using advanced analytical algorithms\">\n<h4 class = \"other-Services-Title-New\">\n    Advanced<br>Analytics\n<\/h4>\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33c8e690 elementor-widget elementor-widget-image\" data-id=\"33c8e690\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"450\" height=\"3\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png\" class=\"attachment-large size-large wp-image-581\" alt=\"\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png 450w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-300x2.png 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-330x3.png 330w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29cebc0d elementor-widget elementor-widget-html\" data-id=\"29cebc0d\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/business-forecasting-service\" title = \"Platform-independent bespoke solutions that allow a business to foresee numerous future what-if scenarios through an exciting user interface\">\n<h4 class = \"other-Services-Title-New\">\n    Business<br>Forecasting\n<\/h4>\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50cc7399 elementor-widget elementor-widget-image\" data-id=\"50cc7399\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"450\" height=\"3\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png\" class=\"attachment-large size-large wp-image-581\" alt=\"\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png 450w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-300x2.png 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-330x3.png 330w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-446abe08 elementor-widget elementor-widget-html\" data-id=\"446abe08\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/process-automation-service\" title = \"A wide range of business process automation solutions help execute mundane tasks, freeing up employees to work on projects that best utilize their skill sets\">\n<h4 class = \"other-Services-Title-New\">\n    Process<br>Automation\n<\/h4>\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d114aa4 elementor-widget elementor-widget-image\" data-id=\"5d114aa4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"450\" height=\"3\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png\" class=\"attachment-large size-large wp-image-581\" alt=\"\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png 450w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-300x2.png 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-330x3.png 330w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6df602c8 elementor-widget elementor-widget-html\" data-id=\"6df602c8\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/business-intelligence-service\" title = \"Convert latent data into rich organizational insights that are accessible to employees at all levels for better decision-making\">\n<h4 class = \"other-Services-Title-New\">\n    Business<br>Intelligence\n<\/h4>\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a68d9a elementor-widget elementor-widget-image\" data-id=\"9a68d9a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"450\" height=\"3\" src=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png\" class=\"attachment-large size-large wp-image-581\" alt=\"\" srcset=\"https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line.png 450w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-300x2.png 300w, https:\/\/www.aspectratioai.com\/wp-content\/uploads\/2021\/06\/other-Services-Divider-Line-330x3.png 330w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22bea7b5 elementor-widget elementor-widget-html\" data-id=\"22bea7b5\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<a href = \"https:\/\/www.aspectratioai.com\/market-intelligence-service\" title = \"Gain a 360 degree view of external environments, enabling strategic decision-making for a more targeted approach\">\n<h4 class = \"other-Services-Title-New\">\n    Market<br>Intelligence\n<\/h4>\n<\/a>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Advanced Analytics Targeted Campaign The Objective Sharing an introductory offer for premium services with the entire customer base was expensive, and a more targeted approach was required. Our Approach Existing customers for premium services were analyzed to understand the services they most preferred.\u00a0 Clustering analysis of entire customer base was undertaken. Marketing efforts were targeted [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2325,"parent":2571,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Targeted Campaign Advanced Analytics Case Study - Aspect Ratio<\/title>\n<meta name=\"description\" content=\"A 2X response rate was achieved through a targeted campaign for a major beauty salon chain by developing a custom Sales Recommendation Engine\" \/>\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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