{"id":2622,"date":"2026-07-14T09:57:36","date_gmt":"2026-07-14T09:57:36","guid":{"rendered":"https:\/\/www.digimarketing.sg\/blog\/?p=2622"},"modified":"2026-07-20T12:54:22","modified_gmt":"2026-07-20T12:54:22","slug":"how-ai-analytics-helps-businesses-make-better-marketing-decisions","status":"publish","type":"post","link":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/","title":{"rendered":"How AI Analytics Helps Businesses Make Better Marketing Decisions"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2622\" class=\"elementor elementor-2622\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-24730045 e-flex e-con-boxed e-con e-parent\" data-id=\"24730045\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-531db369 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"531db369\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Digital Marketing Analytics<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7be9dcc4 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"7be9dcc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">How AI Analytics Helps Businesses Make Better Marketing Decisions<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6fd06c elementor-widget elementor-widget-heading\" data-id=\"b6fd06c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Introduction<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bb8784a elementor-widget elementor-widget-text-editor\" data-id=\"bb8784a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Marketing decisions are often made with incomplete information. A business may know that website traffic increased, social media engagement improved, or an email campaign received more clicks, but it can still be difficult to understand why those changes happened and what to do next.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI analytics helps businesses turn marketing data into clearer insights. Instead of spending hours reviewing spreadsheets, dashboards, and reports, business owners and marketing teams can use artificial intelligence to identify patterns, summarize performance, predict trends, and find opportunities for improvement.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">This guide explains how AI analytics supports better marketing decisions, where it can be used, and how businesses can apply it responsibly.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-540ad431 post-cntn e-flex e-con-boxed e-con e-parent\" data-id=\"540ad431\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-48a3ef3f e-con-full e-grid e-con e-child\" data-id=\"48a3ef3f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ebf8ac0 e-con-full e-flex e-con e-child\" data-id=\"ebf8ac0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-786d9785 e-con-full e-flex e-con e-child\" data-id=\"786d9785\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c4ea621 elementor-widget elementor-widget-heading\" data-id=\"1c4ea621\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What Is AI Marketing Analytics?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-591fe36d e-con-full e-flex e-con e-child\" data-id=\"591fe36d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7025ff elementor-widget elementor-widget-text-editor\" data-id=\"c7025ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.digimarketing.sg\/digiai-marketing\">AI marketing<\/a> analytics is the use of artificial intelligence to collect, organize, analyze, and interpret marketing data. AI tools can process large amounts of information faster than manual analysis and identify trends that may be difficult to spot.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI analytics can help businesses review data from sources such as:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0841d74 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"0841d74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 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8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Website analytics<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 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23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Search engine optimization performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path 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21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Email marketing platforms<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g 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3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Social media accounts<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 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3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Paid advertising campaigns<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ecommerce platforms<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer reviews<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Sales data<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer service conversations<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b297d98 elementor-widget elementor-widget-text-editor\" data-id=\"b297d98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The goal is not to replace marketing professionals or business owners. AI analytics provides insights that help people make more informed decisions.<\/span><\/p>\t\t\t\t\t\t\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-6ad380e elementor-widget elementor-widget-image\" data-id=\"6ad380e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1920\" src=\"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp\" class=\"attachment-full size-full wp-image-2877\" alt=\"\" srcset=\"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp 1920w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564-300x300.webp 300w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564-1024x1024.webp 1024w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564-150x150.webp 150w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564-768x768.webp 768w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564-1536x1536.webp 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<div class=\"elementor-element elementor-element-2cc142e e-con-full e-flex e-con e-child\" data-id=\"2cc142e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-25af4a9 e-con-full e-flex e-con e-child\" data-id=\"25af4a9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f5ef79f e-con-full e-flex e-con e-child\" data-id=\"f5ef79f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c8ddf7 elementor-widget elementor-widget-heading\" data-id=\"0c8ddf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Better Marketing Decisions Matter\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7288ec9 e-con-full e-flex e-con e-child\" data-id=\"7288ec9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-20b768a e-con-full e-flex e-con e-child\" data-id=\"20b768a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3ae2f8 elementor-widget elementor-widget-text-editor\" data-id=\"e3ae2f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Every marketing activity requires time, budget, and effort. Businesses need to understand which campaigns are creating value and which ones need improvement.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Without clear data, businesses may continue investing in channels that are not generating leads or sales. They may also overlook high-performing content, customer segments, or marketing opportunities.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI analytics helps reduce guesswork by showing what is working, what is not working, and where to focus next.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">For example, AI may identify that a specific blog topic is generating high-quality leads, that one email segment is more likely to purchase, or that customers from a certain location are responding better to a campaign.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e9ecd7 e-con-full e-flex e-con e-child\" data-id=\"5e9ecd7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1b18205 e-con-full e-flex e-con e-child\" data-id=\"1b18205\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-93f178b e-con-full e-flex e-con e-child\" data-id=\"93f178b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-537ae29 elementor-widget elementor-widget-heading\" data-id=\"537ae29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. AI Analytics Helps Businesses Understand Customer Behavior\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a3d7b1c e-con-full e-flex e-con e-child\" data-id=\"a3d7b1c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bfe40f1 e-con-full e-flex e-con e-child\" data-id=\"bfe40f1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c768973 elementor-widget elementor-widget-text-editor\" data-id=\"c768973\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Customer behavior data can reveal how people interact with your business before they make a purchase or submit an enquiry. AI can analyze this information and identify common journeys, interests, and barriers.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help businesses understand:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9137b1 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d9137b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which pages customers visit before converting<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">How long visitors spend on key pages<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which products or services customers view most often<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which channels bring the highest-quality leads<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which customer segments are most likely to buy<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which content topics generate interest<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">What questions customers ask before making a decision<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-166c81c elementor-widget elementor-widget-text-editor\" data-id=\"166c81c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, if customers frequently visit a pricing page and then leave without contacting the business, AI analytics may highlight this pattern. The business can then review pricing clarity, add FAQs, improve calls to action, or create a comparison guide.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c667083 e-con-full e-flex e-con e-child\" data-id=\"c667083\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-676cd78 e-con-full e-flex e-con e-child\" data-id=\"676cd78\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bf6d7c4 e-con-full e-flex e-con e-child\" data-id=\"bf6d7c4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a532086 elementor-widget elementor-widget-heading\" data-id=\"a532086\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2. Improve SEO Strategy With AI Analytics\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-18760bf e-con-full e-flex e-con e-child\" data-id=\"18760bf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-09baf24 e-con-full e-flex e-con e-child\" data-id=\"09baf24\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-68878d2 e-con-full e-flex e-con e-child\" data-id=\"68878d2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3a5e00 elementor-widget elementor-widget-text-editor\" data-id=\"f3a5e00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.digimarketing.sg\/seo-optimization\">SEO<\/a> produces a large amount of data, including keyword rankings, impressions, clicks, pages, backlinks, and user behavior. AI can help businesses organize this information and identify the areas that are most likely to improve organic visibility.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can support <a href=\"https:\/\/www.digimarketing.sg\/seo-optimization\">SEO<\/a> decisions by helping identify:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67e83b4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"67e83b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Keywords that are close to ranking on the first page<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pages with high impressions but low click-through rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Content gaps compared with competitors<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Topics that should be updated or expanded<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Internal-linking opportunities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Search-intent mismatches<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Pages with declining traffic<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Duplicate or overlapping content<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Questions that should be added to FAQ sections<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b68663 elementor-widget elementor-widget-text-editor\" data-id=\"7b68663\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, AI can identify a page that ranks well but receives few clicks because the title tag and meta description are not compelling. Updating those elements may improve click-through rates without requiring a completely new page.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI should support <a href=\"https:\/\/www.digimarketing.sg\/seo-optimization\">SEO<\/a> analysis, but keyword data, search results, and technical issues should still be verified using reliable <a href=\"https:\/\/www.digimarketing.sg\/seo-optimization\">SEO<\/a> tools and website data.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-04b4391 e-con-full e-flex e-con e-child\" data-id=\"04b4391\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-fb43de0 e-con-full e-flex e-con e-child\" data-id=\"fb43de0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-bd1b468 e-con-full e-flex e-con e-child\" data-id=\"bd1b468\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1208711 elementor-widget elementor-widget-heading\" data-id=\"1208711\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. Improve Paid Advertising Performance\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8f0069 e-con-full e-flex e-con e-child\" data-id=\"a8f0069\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-04ac634 e-con-full e-flex e-con e-child\" data-id=\"04ac634\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f55cc52 e-con-full e-flex e-con e-child\" data-id=\"f55cc52\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36383c6 elementor-widget elementor-widget-text-editor\" data-id=\"36383c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Paid advertising platforms provide detailed data, but reviewing every campaign, keyword, audience, and creative can be time-consuming. AI analytics can help businesses identify where advertising budget is being used effectively and where it may be wasted.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help analyze:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d877abb elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d877abb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cost per click<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cost per lead<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cost per acquisition<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Conversion rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Ad creative performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Audience performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Search-term relevance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Budget allocation<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Landing page performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Campaign trends over time<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3506fd elementor-widget elementor-widget-text-editor\" data-id=\"e3506fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, AI may identify that a particular audience segment has a lower cost per lead but a higher conversion rate. A business can then consider shifting more budget toward that audience.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can also help create reporting summaries that make it easier for business owners to understand campaign performance without reviewing every dashboard manually.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-58ad615 e-con-full e-flex e-con e-child\" data-id=\"58ad615\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-62bfb0b e-con-full e-flex e-con e-child\" data-id=\"62bfb0b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-14c7d1e e-con-full e-flex e-con e-child\" data-id=\"14c7d1e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10fd7b1 elementor-widget elementor-widget-heading\" data-id=\"10fd7b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">4. Make Email Marketing More Effective\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f0e33e4 e-con-full e-flex e-con e-child\" data-id=\"f0e33e4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-298c64b e-con-full e-flex e-con e-child\" data-id=\"298c64b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6cec3b7 e-con-full e-flex e-con e-child\" data-id=\"6cec3b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df4d6f1 elementor-widget elementor-widget-text-editor\" data-id=\"df4d6f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Email marketing data can show how subscribers respond to different messages, offers, and content types. AI analytics can help businesses identify which email campaigns are creating engagement and conversions.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help analyze:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2dc6e54 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2dc6e54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Open rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Click-through rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Conversion rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Unsubscribe rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Email timing<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Subject line performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer segments<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Product or service interest<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Automated workflow performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Re-engagement opportunities<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddab740 elementor-widget elementor-widget-text-editor\" data-id=\"ddab740\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, AI may reveal that new subscribers are more likely to engage with educational emails, while repeat customers respond better to product recommendations or loyalty offers.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">These insights can help businesses create more relevant email campaigns and reduce the number of generic messages sent to their list.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bd23e96 e-con-full e-flex e-con e-child\" data-id=\"bd23e96\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3dc7227 e-con-full e-flex e-con e-child\" data-id=\"3dc7227\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-34e0f33 e-con-full e-flex e-con e-child\" data-id=\"34e0f33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c58f151 elementor-widget elementor-widget-heading\" data-id=\"c58f151\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">5. Use AI Analytics to Improve Social Media Marketing\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-78683d5 e-con-full e-flex e-con e-child\" data-id=\"78683d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-47e8226 e-con-full e-flex e-con e-child\" data-id=\"47e8226\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2033032 e-con-full e-flex e-con e-child\" data-id=\"2033032\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e736183 elementor-widget elementor-widget-text-editor\" data-id=\"e736183\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Social media platforms generate data about reach, engagement, follower growth, video views, shares, saves, clicks, and messages. AI can help businesses identify which content types and topics are creating meaningful engagement.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help analyze:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-627b9bf elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"627b9bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Best-performing post formats<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Topics that generate comments and shares<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Video watch time<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Posting times<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Audience engagement patterns<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Hashtag performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Content trends<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Brand mentions<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Competitor activity<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Social media traffic to your website<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-97504f8 elementor-widget elementor-widget-text-editor\" data-id=\"97504f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, AI may show that educational carousel posts generate more saves, while behind-the-scenes videos generate more comments. This helps businesses create a more effective content mix.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Focus on engagement that supports your business goals. A post with many likes may not be as valuable as a post that generates website visits, enquiries, or sales.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0186145 e-con-full e-flex e-con e-child\" data-id=\"0186145\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-fa76be9 e-con-full e-flex e-con e-child\" data-id=\"fa76be9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-deea7ca e-con-full e-flex e-con e-child\" data-id=\"deea7ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a277dd9 elementor-widget elementor-widget-heading\" data-id=\"a277dd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">6. Identify High-Value Customer Segments\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f0638f3 e-con-full e-flex e-con e-child\" data-id=\"f0638f3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a0f5b05 e-con-full e-flex e-con e-child\" data-id=\"a0f5b05\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-cc48ce2 e-con-full e-flex e-con e-child\" data-id=\"cc48ce2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63d252c elementor-widget elementor-widget-text-editor\" data-id=\"63d252c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Not all customers have the same value to a business. AI analytics can help identify customer segments that are more likely to purchase, return, refer others, or spend more over time.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Businesses can use AI to analyze:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c53aabe elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"c53aabe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Purchase frequency<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Average order value<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer lifetime value<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Product preferences<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Location<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g 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3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Engagement level<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lead source<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Buying behavior<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer retention<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Referral activity<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dd9bc7 elementor-widget elementor-widget-text-editor\" data-id=\"7dd9bc7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, an ecommerce business may identify a group of repeat customers who regularly purchase from a specific product category. The business can then create targeted offers, product recommendations, and loyalty campaigns for that segment.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">This helps businesses focus their marketing budget and effort on audiences that are most likely to create long-term value.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f0f86d e-con-full e-flex e-con e-child\" data-id=\"7f0f86d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-afbff49 e-con-full e-flex e-con e-child\" data-id=\"afbff49\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e4daac3 e-con-full e-flex e-con e-child\" data-id=\"e4daac3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f04be4 elementor-widget elementor-widget-heading\" data-id=\"5f04be4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">7. Predict Trends and Future Opportunities\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a09671d e-con-full e-flex e-con e-child\" data-id=\"a09671d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5d20856 e-con-full e-flex e-con e-child\" data-id=\"5d20856\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a58a778 e-con-full e-flex e-con e-child\" data-id=\"a58a778\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9320c7f elementor-widget elementor-widget-text-editor\" data-id=\"9320c7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">AI analytics can help businesses use historical data to identify possible future trends. While predictions are not guaranteed, they can help marketing teams plan ahead and prepare for likely changes.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI may help identify:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23de650 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"23de650\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Seasonal demand patterns<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Products or services with growing interest<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer segments that may become inactive<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Keywords with increasing search interest<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Campaigns that may need more budget<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customers who may be ready to purchase<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Content topics that are gaining attention<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Potential churn risks<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8dec3a1 elementor-widget elementor-widget-text-editor\" data-id=\"8dec3a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, a business may see that demand for a particular service increases every few months. AI analytics can help identify the pattern early, allowing the business to prepare content, promotions, inventory, or staffing in advance.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Predictions should be treated as guidance, not certainty. Business owners should consider market conditions, customer feedback, and industry changes before making major decisions.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-126b033b e-con-full e-flex e-con e-child\" data-id=\"126b033b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3bf4792e elementor-widget elementor-widget-image\" data-id=\"3bf4792e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"1505\" src=\"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-scaled.webp\" class=\"attachment-full size-full wp-image-2876\" alt=\"\" srcset=\"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-scaled.webp 2560w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-300x176.webp 300w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-1024x602.webp 1024w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-768x452.webp 768w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-1536x903.webp 1536w, https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/How-AI-Analytics-Helps-Businesses-Make-Better-Marketing-Decisions-2048x1204.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\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<div class=\"elementor-element elementor-element-ffb0a01 e-con-full e-flex e-con e-child\" data-id=\"ffb0a01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2860e09 e-con-full e-flex e-con e-child\" data-id=\"2860e09\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3cd4f83 e-con-full e-flex e-con e-child\" data-id=\"3cd4f83\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d613c9 elementor-widget elementor-widget-heading\" data-id=\"4d613c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">8. Create Faster and Clearer Marketing Reports\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2da1b5a e-con-full e-flex e-con e-child\" data-id=\"2da1b5a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-701e309 e-con-full e-flex e-con e-child\" data-id=\"701e309\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4fbcb97 e-con-full e-flex e-con e-child\" data-id=\"4fbcb97\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35d7e29 elementor-widget elementor-widget-text-editor\" data-id=\"35d7e29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Marketing reports are important, but they can take time to prepare and may be difficult for non-marketing stakeholders to understand. AI can help summarize performance data and turn it into clear, actionable reporting.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help create reports that explain:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ba7640 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"9ba7640\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">What improved during the reporting period<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">What declined<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which channels performed bestx<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which campaigns generated leads or sales<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Which pages or content pieces performed well<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Where budget was spent<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">What opportunities should be prioritized next<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Recommended next steps<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9df1227 elementor-widget elementor-widget-text-editor\" data-id=\"9df1227\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">This makes it easier for business owners to understand results and make decisions without getting lost in technical metrics.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">However, always verify AI-generated summaries against your original analytics data before sharing reports or making budget decisions.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1b59fb6 e-con-full e-flex e-con e-child\" data-id=\"1b59fb6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d33ae82 e-con-full e-flex e-con e-child\" data-id=\"d33ae82\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-68d062d e-con-full e-flex e-con e-child\" data-id=\"68d062d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7248c84 elementor-widget elementor-widget-heading\" data-id=\"7248c84\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">9. Reduce Marketing Waste\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-788c02c e-con-full e-flex e-con e-child\" data-id=\"788c02c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e36dcf6 e-con-full e-flex e-con e-child\" data-id=\"e36dcf6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4b07c05 e-con-full e-flex e-con e-child\" data-id=\"4b07c05\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3191c70 elementor-widget elementor-widget-text-editor\" data-id=\"3191c70\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">One of the biggest benefits of AI analytics is the ability to identify wasted marketing effort. Businesses may be spending time or budget on content, ads, tools, or campaigns that are not producing results.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help identify:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a38966 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"9a38966\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Low-performing ad campaigns<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Underperforming landing pages<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Content that receives traffic but does not convert<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Email segments with low engagement<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Social media channels that are not reaching the right audience<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Keywords that are not relevant to your business<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Duplicate marketing efforts<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Unused marketing tools or subscriptions<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb8ea54 elementor-widget elementor-widget-text-editor\" data-id=\"eb8ea54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">By identifying these issues early, businesses can reallocate resources toward activities that are more likely to create results.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-358120f e-con-full e-flex e-con e-child\" data-id=\"358120f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-68e9f39 e-con-full e-flex e-con e-child\" data-id=\"68e9f39\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-a94a772 e-con-full e-flex e-con e-child\" data-id=\"a94a772\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4473d21 elementor-widget elementor-widget-heading\" data-id=\"4473d21\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">10. Improve Marketing and Sales Alignment\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2fe4617 e-con-full e-flex e-con e-child\" data-id=\"2fe4617\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-de3b40e e-con-full e-flex e-con e-child\" data-id=\"de3b40e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-36f56ce e-con-full e-flex e-con e-child\" data-id=\"36f56ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75a76f3 elementor-widget elementor-widget-text-editor\" data-id=\"75a76f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Marketing and sales teams often work with different data and goals. AI analytics can help connect marketing performance with sales outcomes, making it easier to understand which marketing activities are producing qualified leads.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">AI can help businesses analyze:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2ddfc6 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"e2ddfc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lead quality by source<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Sales conversion rates<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Time from lead to customer<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Common sales objections<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Content that supports conversions<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Customer questions before purchase<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Lead follow-up performance<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Revenue by marketing channel<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13ab931 elementor-widget elementor-widget-text-editor\" data-id=\"13ab931\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">For example, AI may show that leads from organic search take longer to convert but have a higher lifetime value than leads from paid ads. This insight can help businesses balance short-term lead generation with long-term growth.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1f2e983 e-con-full e-flex e-con e-child\" data-id=\"1f2e983\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8925336 e-con-full e-flex e-con e-child\" data-id=\"8925336\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3cb79c7 e-con-full e-flex e-con e-child\" data-id=\"3cb79c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86bae96 elementor-widget elementor-widget-heading\" data-id=\"86bae96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">11. Use AI Analytics Responsibly\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff01359 e-con-full e-flex e-con e-child\" data-id=\"ff01359\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c4a2478 e-con-full e-flex e-con e-child\" data-id=\"c4a2478\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0ea388d e-con-full e-flex e-con e-child\" data-id=\"0ea388d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-018c008 elementor-widget elementor-widget-text-editor\" data-id=\"018c008\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">AI analytics is only useful when the data is accurate, secure, and interpreted carefully. Businesses should establish clear processes for data privacy, quality control, and human review.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Follow these best practices:<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e45442 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"7e45442\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Use accurate and up-to-date data.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Protect customer information.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Avoid entering sensitive data into public AI tools.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Avoid entering sensitive data into public AI tools.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Verify AI-generated insights before acting on them.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Use AI to support decisions, not make every decision automatically.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Review data privacy laws that apply to your business.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><g clip-path=\"url(#clip0_776_2)\"><path d=\"M13.4671 24H10.5321C10.0738 23.9997 9.63431 23.8176 9.31015 23.4936C8.98598 23.1697 8.80362 22.7303 8.80309 22.272V17.544L4.70409 19.909C4.30546 20.133 3.83501 20.192 3.39339 20.0735C2.95177 19.9551 2.57407 19.6684 2.34109 19.275L0.872091 16.728C0.757089 16.5314 0.682621 16.3137 0.653081 16.0879C0.62354 15.862 0.639524 15.6326 0.700091 15.413C0.821091 14.97 1.10709 14.598 1.50609 14.366L5.60009 12L1.50909 9.636C1.11189 9.40665 0.821457 9.02958 0.701091 8.587C0.640518 8.36683 0.624708 8.13676 0.654594 7.91038C0.684481 7.68399 0.759457 7.4659 0.875091 7.269L2.34009 4.729C2.57187 4.33571 2.94816 4.04855 3.38869 3.9288C3.82921 3.80905 4.2991 3.86618 4.69809 4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Monitor for bias in customer segmentation or 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4.088L8.80409 6.457V1.728C8.80462 1.2697 8.98698 0.830328 9.31115 0.506351C9.63531 0.182374 10.0748 0.00026461 10.5331 0L13.4681 0C13.9264 0.00026461 14.3659 0.182374 14.69 0.506351C15.0142 0.830328 15.1966 1.2697 15.1971 1.728V6.456L19.2961 4.091C19.6947 3.86703 20.1652 3.80797 20.6068 3.92646C21.0484 4.04495 21.4261 4.33157 21.6591 4.725L23.1281 7.272C23.3601 7.67 23.4221 8.138 23.3001 8.587C23.1802 9.02875 22.8905 9.40513 22.4941 9.634L18.4001 12L22.4911 14.364C22.8921 14.598 23.1781 14.97 23.2991 15.413C23.4211 15.862 23.3601 16.33 23.1251 16.731L21.6601 19.272C21.4285 19.6655 21.0522 19.9528 20.6116 20.0726C20.171 20.1924 19.701 20.1351 19.3021 19.913L15.1961 17.544V22.272C15.1956 22.7303 15.0132 23.1697 14.689 23.4936C14.3649 23.8176 13.9254 23.9997 13.4671 24Z\" fill=\"black\"><\/path><\/g><defs><clipPath id=\"clip0_776_2\"><rect width=\"24\" height=\"24\" fill=\"white\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Keep human oversight for important marketing and budget decisions.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-334471a elementor-widget elementor-widget-text-editor\" data-id=\"334471a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Responsible use helps businesses gain the benefits of AI analytics while protecting customer trust and business reputation.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e13abd e-con-full e-flex e-con e-child\" data-id=\"0e13abd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6015060 e-con-full e-flex e-con e-child\" data-id=\"6015060\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8dc19b8 e-con-full e-flex e-con e-child\" data-id=\"8dc19b8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e13f55 elementor-widget elementor-widget-heading\" data-id=\"5e13f55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Final Thoughts\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e74057 elementor-widget elementor-widget-text-editor\" data-id=\"5e74057\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">AI analytics can help businesses make better marketing decisions by turning large amounts of data into useful insights. It can improve <a href=\"https:\/\/www.digimarketing.sg\/seo-optimization\">SEO<\/a>, paid advertising, email marketing, social media, customer segmentation, reporting, and lead generation.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">The most effective approach is to start with a clear business question. For example, you may want to know which marketing channel generates the highest-quality leads, why a landing page is not converting, or which content topics are driving organic traffic.<\/span><\/p><p>\u00a0<\/p><p><span style=\"font-weight: 400;\">Use AI to analyze the data, verify the findings, and apply the insights through a focused marketing action. Over time, this process can help your business reduce waste, improve performance, and make more confident marketing decisions.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Marketing decisions are often made with incomplete information. A business may know that website traffic increased, social media engagement improved, or an email campaign received more clicks, but it can still be difficult to understand why those changes happened and what to do next.<br \/>\nAI analytics helps businesses turn marketing data into clearer insights. Instead of spending hours reviewing spreadsheets, dashboards, and reports, business owners and marketing teams can use artificial intelligence to identify patterns, summarize performance, predict trends, and find opportunities for improvement.<br \/>\nThis guide explains how AI analytics supports better marketing decisions, where it can be used, and how businesses can apply it responsibly.<\/p>\n","protected":false},"author":1,"featured_media":2877,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","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":"","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":""}},"footnotes":""},"categories":[198,8,201],"tags":[250,253,251,254,252],"class_list":["post-2622","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-marketing","category-latest","category-marketing-tools","tag-ai-marketing-analytics","tag-customer-behavior-analysis","tag-data-driven-marketing","tag-digital-marketing-insights","tag-marketing-decision-making"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How AI Analytics Helps Businesses Make Better Marketing Decisions<\/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:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Analytics Helps Businesses Make Better Marketing Decisions\" \/>\n<meta property=\"og:description\" content=\"Marketing decisions are often made with incomplete information. A business may know that website traffic increased, social media engagement improved, or an email campaign received more clicks, but it can still be difficult to understand why those changes happened and what to do next. AI analytics helps businesses turn marketing data into clearer insights. Instead of spending hours reviewing spreadsheets, dashboards, and reports, business owners and marketing teams can use artificial intelligence to identify patterns, summarize performance, predict trends, and find opportunities for improvement. 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A business may know that website traffic increased, social media engagement improved, or an email campaign received more clicks, but it can still be difficult to understand why those changes happened and what to do next. AI analytics helps businesses turn marketing data into clearer insights. Instead of spending hours reviewing spreadsheets, dashboards, and reports, business owners and marketing teams can use artificial intelligence to identify patterns, summarize performance, predict trends, and find opportunities for improvement. This guide explains how AI analytics supports better marketing decisions, where it can be used, and how businesses can apply it responsibly.","og_url":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/","og_site_name":"Web Design &amp; Development Company in Singapore","article_published_time":"2026-07-14T09:57:36+00:00","article_modified_time":"2026-07-20T12:54:22+00:00","og_image":[{"width":1920,"height":1920,"url":"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp","type":"image\/webp"}],"author":"shayankhanwd@gmail.com","twitter_card":"summary_large_image","twitter_misc":{"Written by":"shayankhanwd@gmail.com","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#article","isPartOf":{"@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/"},"author":{"name":"shayankhanwd@gmail.com","@id":"https:\/\/www.digimarketing.sg\/blog\/#\/schema\/person\/421d07247beafebd60e3129dfdff6701"},"headline":"How AI Analytics Helps Businesses Make Better Marketing Decisions","datePublished":"2026-07-14T09:57:36+00:00","dateModified":"2026-07-20T12:54:22+00:00","mainEntityOfPage":{"@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/"},"wordCount":1808,"image":{"@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp","keywords":["AI Marketing Analytics","Customer Behavior Analysis","Data-Driven Marketing","Digital Marketing Insights","Marketing Decision Making"],"articleSection":["AI Marketing","Latest","Marketing Tools"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/","url":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/","name":"How AI Analytics Helps Businesses Make Better Marketing Decisions","isPartOf":{"@id":"https:\/\/www.digimarketing.sg\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#primaryimage"},"image":{"@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#primaryimage"},"thumbnailUrl":"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp","datePublished":"2026-07-14T09:57:36+00:00","dateModified":"2026-07-20T12:54:22+00:00","author":{"@id":"https:\/\/www.digimarketing.sg\/blog\/#\/schema\/person\/421d07247beafebd60e3129dfdff6701"},"breadcrumb":{"@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#primaryimage","url":"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp","contentUrl":"https:\/\/www.digimarketing.sg\/blog\/wp-content\/uploads\/2026\/07\/Frame-2147230564.webp","width":1920,"height":1920},{"@type":"BreadcrumbList","@id":"https:\/\/www.digimarketing.sg\/blog\/how-ai-analytics-helps-businesses-make-better-marketing-decisions\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.digimarketing.sg\/blog\/"},{"@type":"ListItem","position":2,"name":"How AI Analytics Helps Businesses Make Better Marketing Decisions"}]},{"@type":"WebSite","@id":"https:\/\/www.digimarketing.sg\/blog\/#website","url":"https:\/\/www.digimarketing.sg\/blog\/","name":"Web Design &amp; 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