{"id":24241,"date":"2025-07-31T13:00:40","date_gmt":"2025-07-31T06:00:40","guid":{"rendered":"https:\/\/predictive.co.th\/?p=24241"},"modified":"2025-07-31T13:02:15","modified_gmt":"2025-07-31T06:02:15","slug":"data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a","status":"publish","type":"post","link":"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/","title":{"rendered":"Data-Informed, Not Data-Blinded: \u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e43\u0e2b\u0e49 Conversion \u0e1e\u0e38\u0e48\u0e07 \u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e48 \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e21\u0e35"},"content":{"rendered":"\n<p>\u0e43\u0e19\u0e42\u0e25\u0e01\u0e17\u0e35\u0e48\u0e17\u0e38\u0e01\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e27\u0e31\u0e14\u0e1c\u0e25\u0e44\u0e14\u0e49 \u0e17\u0e38\u0e01\u0e01\u0e32\u0e23\u0e04\u0e25\u0e34\u0e01 \u0e17\u0e38\u0e01\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e2b\u0e19\u0e49\u0e32\u0e08\u0e2d \u0e17\u0e38\u0e01\u0e1e\u0e24\u0e15\u0e34\u0e01\u0e23\u0e23\u0e21\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e25\u0e49\u0e27\u0e19\u0e16\u0e39\u0e01\u0e40\u0e01\u0e47\u0e1a\u0e44\u0e27\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<br>\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01\u0e08\u0e36\u0e07\u0e40\u0e23\u0e34\u0e48\u0e21\u0e43\u0e2b\u0e49\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e01\u0e31\u0e1a <strong>Conversion Rate Optimization (CRO)<\/strong> \u0e2b\u0e23\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e0a\u0e21\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32<br>\u0e41\u0e15\u0e48\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e15\u0e32\u0e21\u0e21\u0e32\u0e04\u0e37\u0e2d\u0e1b\u0e23\u0e32\u0e01\u0e0f\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e23\u0e35\u0e22\u0e01\u0e27\u0e48\u0e32 \u201c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e25\u0e49\u0e19\u0e40\u0e01\u0e34\u0e19\u201d (Data Overload)<\/p><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e2d\u0e48\u0e32\u0e19\u0e2b\u0e31\u0e27\u0e02\u0e49\u0e2d\u0e17\u0e35\u0e48\u0e04\u0e38\u0e13\u0e2a\u0e19\u0e43\u0e08<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #3d4459;color:#3d4459\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #3d4459;color:#3d4459\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" 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href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#%E0%B9%80%E0%B8%A1%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B9%80%E0%B8%A2%E0%B8%AD%E0%B8%B0%E0%B9%80%E0%B8%81%E0%B8%B4%E0%B8%99%E0%B9%84%E0%B8%9B_%E0%B8%81%E0%B8%A5%E0%B8%B1%E0%B8%9A%E0%B8%97%E0%B8%B3%E0%B9%83%E0%B8%AB%E0%B9%89_%E2%80%9C%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%81%E0%B8%A5%E0%B9%89%E0%B8%B2%E0%B8%82%E0%B8%A2%E0%B8%B1%E0%B8%9A%E2%80%9D\" >\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e22\u0e2d\u0e30\u0e40\u0e01\u0e34\u0e19\u0e44\u0e1b \u0e01\u0e25\u0e31\u0e1a\u0e17\u0e33\u0e43\u0e2b\u0e49 \u201c\u0e44\u0e21\u0e48\u0e01\u0e25\u0e49\u0e32\u0e02\u0e22\u0e31\u0e1a\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#%E0%B8%88%E0%B8%B2%E0%B8%81_Data-Driven_%E2%86%92_Data-Informed_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B9%80%E0%B8%9E%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88%E0%B9%80%E0%B8%9E%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%AA%E0%B8%B1%E0%B8%9A%E0%B8%AA%E0%B8%99\" >\u0e08\u0e32\u0e01 Data-Driven \u2192 Data-Informed: \u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e31\u0e1a\u0e2a\u0e19<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#3_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%97%E0%B8%B2%E0%B8%87_Data-Informed_%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B9%80%E0%B8%A7%E0%B9%87%E0%B8%9A%E0%B9%84%E0%B8%8B%E0%B8%95%E0%B9%8C\" >3 \u0e41\u0e19\u0e27\u0e17\u0e32\u0e07 Data-Informed \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#1_%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81_%E2%80%9C%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%AA%E0%B8%87%E0%B8%AA%E0%B8%B1%E0%B8%A2%E2%80%9D_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88%E0%B8%88%E0%B8%B2%E0%B8%81_%E2%80%9CDashboard%E2%80%9D\" >1. \u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01 \u201c\u0e02\u0e49\u0e2d\u0e2a\u0e07\u0e2a\u0e31\u0e22\u201d \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e08\u0e32\u0e01 \u201cDashboard\u201d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#2_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%97%E0%B8%B8%E0%B8%81%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87_%E2%80%94_%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B9%81%E0%B8%84%E0%B9%88%E0%B8%88%E0%B8%B8%E0%B8%94%E0%B8%97%E0%B8%B5%E0%B9%88_%E2%80%9C%E0%B8%84%E0%B8%B8%E0%B9%89%E0%B8%A1%E2%80%9D_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AA%E0%B8%B8%E0%B8%94\" >2. \u0e44\u0e21\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e1b\u0e23\u0e31\u0e1a\u0e17\u0e38\u0e01\u0e2d\u0e22\u0e48\u0e32\u0e07 \u2014 \u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e04\u0e48\u0e08\u0e38\u0e14\u0e17\u0e35\u0e48 \u201c\u0e04\u0e38\u0e49\u0e21\u201d \u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#3_%E0%B9%83%E0%B8%AB%E0%B9%89_AI_%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%94%E0%B8%B4%E0%B8%9A_%E0%B9%81%E0%B8%A5%E0%B9%89%E0%B8%A7%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C\" >3. \u0e43\u0e2b\u0e49 AI \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e34\u0e1a \u0e41\u0e25\u0e49\u0e27\u0e04\u0e38\u0e13\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e40\u0e0a\u0e34\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#Case_Study_%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%AB%E0%B8%99%E0%B9%89%E0%B8%B2_Landing_Page_%E0%B8%94%E0%B9%89%E0%B8%A7%E0%B8%A2%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88\" >Case Study: \u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e1b\u0e23\u0e31\u0e1a\u0e2b\u0e19\u0e49\u0e32 Landing Page \u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e48<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/predictive.co.th\/en\/blog\/data-informed-not-data-blinded-%e0%b8%a7%e0%b8%b2%e0%b8%87%e0%b8%81%e0%b8%a5%e0%b8%a2%e0%b8%b8%e0%b8%97%e0%b8%98%e0%b9%8c%e0%b8%9b%e0%b8%a3%e0%b8%b1%e0%b8%9a%e0%b9%80%e0%b8%a7%e0%b9%87%e0%b8%9a\/#%E0%B8%9A%E0%B8%97%E0%B8%AA%E0%B8%A3%E0%B8%B8%E0%B8%9B_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%94%E0%B8%B5_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%84%E0%B8%94%E0%B9%89%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5_%E0%B9%81%E0%B8%95%E0%B9%88%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81%E0%B8%84%E0%B8%B3%E0%B8%96%E0%B8%B2%E0%B8%A1%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%96%E0%B8%B9%E0%B8%81%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87\" >\u0e1a\u0e17\u0e2a\u0e23\u0e38\u0e1b: \u0e01\u0e32\u0e23\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e17\u0e35\u0e48\u0e14\u0e35 \u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e41\u0e15\u0e48\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e04\u0e33\u0e16\u0e32\u0e21\u0e17\u0e35\u0e48\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07<\/a><\/li><\/ul><\/nav><\/div>\n\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B9%80%E0%B8%A1%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B9%80%E0%B8%A2%E0%B8%AD%E0%B8%B0%E0%B9%80%E0%B8%81%E0%B8%B4%E0%B8%99%E0%B9%84%E0%B8%9B_%E0%B8%81%E0%B8%A5%E0%B8%B1%E0%B8%9A%E0%B8%97%E0%B8%B3%E0%B9%83%E0%B8%AB%E0%B9%89_%E2%80%9C%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%81%E0%B8%A5%E0%B9%89%E0%B8%B2%E0%B8%82%E0%B8%A2%E0%B8%B1%E0%B8%9A%E2%80%9D\"><\/span><strong>\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e22\u0e2d\u0e30\u0e40\u0e01\u0e34\u0e19\u0e44\u0e1b \u0e01\u0e25\u0e31\u0e1a\u0e17\u0e33\u0e43\u0e2b\u0e49 \u201c\u0e44\u0e21\u0e48\u0e01\u0e25\u0e49\u0e32\u0e02\u0e22\u0e31\u0e1a\u201d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0e43\u0e19\u0e02\u0e13\u0e30\u0e17\u0e35\u0e48\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e47\u0e19 Data-Driven \u0e16\u0e39\u0e01\u0e22\u0e01\u0e43\u0e2b\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e17\u0e35\u0e48\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07 \u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e01\u0e25\u0e31\u0e1a\u0e40\u0e23\u0e34\u0e48\u0e21\u0e1e\u0e1a\u0e27\u0e48\u0e32<br>\u0e1e\u0e27\u0e01\u0e40\u0e02\u0e32\u0e01\u0e33\u0e25\u0e31\u0e07 \u201c\u0e08\u0e21\u0e19\u0e49\u0e33\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u201d<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Dashboard \u0e40\u0e15\u0e47\u0e21\u0e44\u0e1b\u0e14\u0e49\u0e27\u0e22 Metrics \u0e41\u0e15\u0e48\u0e44\u0e21\u0e48\u0e23\u0e39\u0e49\u0e27\u0e48\u0e32\u0e2d\u0e31\u0e19\u0e44\u0e2b\u0e19\u0e2a\u0e33\u0e04\u0e31\u0e0d<\/li>\n\n\n\n<li>\u0e21\u0e35 A\/B Test \u0e40\u0e22\u0e2d\u0e30 \u0e41\u0e15\u0e48\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e01\u0e25\u0e31\u0e1a\u0e44\u0e21\u0e48\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19<\/li>\n\n\n\n<li>Heatmap \u0e21\u0e35\u0e04\u0e23\u0e1a \u0e41\u0e15\u0e48\u0e44\u0e21\u0e48\u0e21\u0e35\u0e43\u0e04\u0e23\u0e01\u0e25\u0e49\u0e32\u0e40\u0e2a\u0e19\u0e2d\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e1b\u0e23\u0e31\u0e1a<\/li>\n\n\n\n<li>Traffic \u0e40\u0e02\u0e49\u0e32\u0e21\u0e32\u0e21\u0e32\u0e01\u0e21\u0e32\u0e22 \u0e41\u0e15\u0e48 Conversion \u0e01\u0e25\u0e31\u0e1a\u0e19\u0e34\u0e48\u0e07\u0e2a\u0e19\u0e34\u0e17<\/li>\n<\/ul>\n\n\n\n<p>\u0e19\u0e31\u0e48\u0e19\u0e40\u0e1e\u0e23\u0e32\u0e30\u0e40\u0e23\u0e32\u0e2d\u0e32\u0e08\u0e25\u0e37\u0e21\u0e44\u0e1b\u0e27\u0e48\u0e32 <strong>\u0e01\u0e32\u0e23\u0e21\u0e35\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/strong> \u0e44\u0e21\u0e48\u0e40\u0e17\u0e48\u0e32\u0e01\u0e31\u0e1a <strong>\u0e01\u0e32\u0e23\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e1b\u0e31\u0e0d\u0e2b\u0e32<\/strong><br>\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e44\u0e25\u0e48\u0e14\u0e39\u0e15\u0e31\u0e27\u0e40\u0e25\u0e02\u0e44\u0e1b\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e22 \u0e46 \u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e21\u0e35\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07\u0e17\u0e35\u0e48\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 \u0e2d\u0e32\u0e08\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e31\u0e1a\u0e14\u0e31\u0e01\u0e17\u0e35\u0e48\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e40\u0e23\u0e32\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e1c\u0e34\u0e14\u0e08\u0e38\u0e14<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%88%E0%B8%B2%E0%B8%81_Data-Driven_%E2%86%92_Data-Informed_%E0%B9%83%E0%B8%8A%E0%B9%89%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B9%80%E0%B8%9E%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88%E0%B9%80%E0%B8%9E%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%AA%E0%B8%A3%E0%B9%89%E0%B8%B2%E0%B8%87%E0%B8%84%E0%B8%A7%E0%B8%B2%E0%B8%A1%E0%B8%AA%E0%B8%B1%E0%B8%9A%E0%B8%AA%E0%B8%99\"><\/span><strong>\u0e08\u0e32\u0e01 Data-Driven \u2192 Data-Informed: \u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e2a\u0e23\u0e49\u0e32\u0e07\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e31\u0e1a\u0e2a\u0e19<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u201cBeing data-driven means letting data dictate your decisions. Being data-informed means letting data support your intuition.\u201d<br>\u2014 Andrew Chen, General Partner at Andreessen Horowitz<\/p>\n\n\n\n<p>\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e47\u0e19 <strong>Data-Informed<\/strong> \u0e04\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1b\u0e47\u0e19 \u201c\u0e1c\u0e39\u0e49\u0e0a\u0e48\u0e27\u0e22\u0e04\u0e34\u0e14\u201d \u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19 \u201c\u0e40\u0e08\u0e49\u0e32\u0e19\u0e32\u0e22\u0e17\u0e35\u0e48\u0e2a\u0e31\u0e48\u0e07\u0e43\u0e2b\u0e49\u0e17\u0e33\u0e15\u0e32\u0e21\u201d<br>\u0e43\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e43\u0e2b\u0e49 Conversion \u0e14\u0e35\u0e02\u0e36\u0e49\u0e19 \u0e01\u0e32\u0e23\u0e21\u0e35\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e48\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e17\u0e35\u0e21:<\/p>\n\n\n\n<p>\u2705 \u0e42\u0e1f\u0e01\u0e31\u0e2a\u0e01\u0e31\u0e1a\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e48\u0e07\u0e1c\u0e25\u0e08\u0e23\u0e34\u0e07<br>\u2705 \u0e01\u0e25\u0e49\u0e32\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e44\u0e2d\u0e40\u0e14\u0e35\u0e22\u0e17\u0e35\u0e48\u0e21\u0e35\u0e40\u0e2b\u0e15\u0e38\u0e1c\u0e25\u0e23\u0e2d\u0e07\u0e23\u0e31\u0e1a<br>\u2705 \u0e25\u0e14\u0e02\u0e49\u0e2d\u0e16\u0e01\u0e40\u0e16\u0e35\u0e22\u0e07\u0e20\u0e32\u0e22\u0e43\u0e19\u0e17\u0e35\u0e21<br>\u2705 \u0e27\u0e32\u0e07\u0e25\u0e33\u0e14\u0e31\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e44\u0e14\u0e49\u0e14\u0e35\u0e02\u0e36\u0e49\u0e19<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E0%B9%81%E0%B8%99%E0%B8%A7%E0%B8%97%E0%B8%B2%E0%B8%87_Data-Informed_%E0%B8%AA%E0%B8%B3%E0%B8%AB%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B9%80%E0%B8%A7%E0%B9%87%E0%B8%9A%E0%B9%84%E0%B8%8B%E0%B8%95%E0%B9%8C\"><\/span><strong>3 \u0e41\u0e19\u0e27\u0e17\u0e32\u0e07 Data-Informed \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81_%E2%80%9C%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%AA%E0%B8%87%E0%B8%AA%E0%B8%B1%E0%B8%A2%E2%80%9D_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88%E0%B8%88%E0%B8%B2%E0%B8%81_%E2%80%9CDashboard%E2%80%9D\"><\/span>1. \u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01 \u201c\u0e02\u0e49\u0e2d\u0e2a\u0e07\u0e2a\u0e31\u0e22\u201d \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e08\u0e32\u0e01 \u201cDashboard\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e01\u0e32\u0e23\u0e40\u0e1b\u0e34\u0e14 Heatmap \u0e2b\u0e23\u0e37\u0e2d Dashboard \u0e41\u0e25\u0e49\u0e27\u0e1e\u0e22\u0e32\u0e22\u0e32\u0e21\u0e2b\u0e32\u0e27\u0e48\u0e32 \u201c\u0e08\u0e30\u0e1b\u0e23\u0e31\u0e1a\u0e2d\u0e30\u0e44\u0e23\u0e14\u0e35\u201d \u0e04\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e17\u0e33 CRO \u0e41\u0e1a\u0e1a\u0e44\u0e23\u0e49\u0e40\u0e02\u0e47\u0e21\u0e17\u0e34\u0e28<br>\u0e43\u0e19\u0e17\u0e32\u0e07\u0e01\u0e25\u0e31\u0e1a\u0e01\u0e31\u0e19 \u0e2b\u0e32\u0e01\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e2a\u0e21\u0e21\u0e15\u0e34\u0e10\u0e32\u0e19\u0e2b\u0e23\u0e37\u0e2d\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e17\u0e35\u0e48\u0e0a\u0e31\u0e14 \u0e08\u0e30\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e15\u0e32\u0e21\u0e21\u0e32\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e2b\u0e21\u0e32\u0e22\u0e21\u0e32\u0e01\u0e02\u0e36\u0e49\u0e19<\/p>\n\n\n\n<p><strong>\u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201c\u0e40\u0e23\u0e32\u0e2a\u0e31\u0e07\u0e40\u0e01\u0e15\u0e27\u0e48\u0e32\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e40\u0e02\u0e49\u0e32\u0e2b\u0e19\u0e49\u0e32 Landing Page \u0e41\u0e25\u0e49\u0e27 Bounce \u0e40\u0e23\u0e47\u0e27\u0e21\u0e32\u0e01 \u0e2d\u0e32\u0e08\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e1e\u0e23\u0e32\u0e30\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\u0e40\u0e1b\u0e34\u0e14\u0e44\u0e21\u0e48\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19\u201d<br>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e08\u0e36\u0e07\u0e43\u0e0a\u0e49 Session Replay \u0e41\u0e25\u0e30 Scroll Map \u0e21\u0e32\u0e22\u0e37\u0e19\u0e22\u0e31\u0e19\u0e27\u0e48\u0e32\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e2d\u0e48\u0e32\u0e19\u0e41\u0e04\u0e48\u0e1a\u0e23\u0e23\u0e17\u0e31\u0e14\u0e41\u0e23\u0e01\u0e41\u0e25\u0e49\u0e27\u0e40\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e1c\u0e48\u0e32\u0e19\u0e17\u0e31\u0e19\u0e17\u0e35<\/p>\n<\/blockquote>\n\n\n\n<p>\u0e40\u0e21\u0e37\u0e48\u0e2d\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e04\u0e33\u0e16\u0e32\u0e21\u0e17\u0e35\u0e48\u0e16\u0e39\u0e01 \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e47\u0e08\u0e30\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e19\u0e33\u0e17\u0e32\u0e07 \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e20\u0e32\u0e23\u0e30<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%97%E0%B8%B8%E0%B8%81%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B8%87_%E2%80%94_%E0%B9%80%E0%B8%A5%E0%B8%B7%E0%B8%AD%E0%B8%81%E0%B9%81%E0%B8%84%E0%B9%88%E0%B8%88%E0%B8%B8%E0%B8%94%E0%B8%97%E0%B8%B5%E0%B9%88_%E2%80%9C%E0%B8%84%E0%B8%B8%E0%B9%89%E0%B8%A1%E2%80%9D_%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%AA%E0%B8%B8%E0%B8%94\"><\/span>2. \u0e44\u0e21\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e1b\u0e23\u0e31\u0e1a\u0e17\u0e38\u0e01\u0e2d\u0e22\u0e48\u0e32\u0e07 \u2014 \u0e40\u0e25\u0e37\u0e2d\u0e01\u0e41\u0e04\u0e48\u0e08\u0e38\u0e14\u0e17\u0e35\u0e48 \u201c\u0e04\u0e38\u0e49\u0e21\u201d \u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e41\u0e21\u0e49 CRO \u0e08\u0e30\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e15\u0e48\u0e2d\u0e40\u0e19\u0e37\u0e48\u0e2d\u0e07 \u0e41\u0e15\u0e48\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07 \u0e17\u0e35\u0e21\u0e21\u0e35\u0e17\u0e23\u0e31\u0e1e\u0e22\u0e32\u0e01\u0e23\u0e41\u0e25\u0e30\u0e40\u0e27\u0e25\u0e32\u0e08\u0e33\u0e01\u0e31\u0e14<br>\u0e01\u0e32\u0e23\u0e23\u0e39\u0e49\u0e27\u0e48\u0e32 \u201c\u0e08\u0e30\u0e40\u0e23\u0e34\u0e48\u0e21\u0e1b\u0e23\u0e31\u0e1a\u0e15\u0e23\u0e07\u0e44\u0e2b\u0e19\u0e01\u0e48\u0e2d\u0e19\u201d \u0e08\u0e36\u0e07\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e21\u0e32\u0e01<\/p>\n\n\n\n<p>\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e2d\u0e22\u0e48\u0e32\u0e07 <a href=\"https:\/\/vwo.com\" target=\"_blank\" rel=\"noopener\">VWO<\/a> \u0e21\u0e35\u0e1f\u0e35\u0e40\u0e08\u0e2d\u0e23\u0e4c\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e04\u0e38\u0e13\u0e08\u0e31\u0e14\u0e25\u0e33\u0e14\u0e31\u0e1a \u201c\u0e44\u0e2d\u0e40\u0e14\u0e35\u0e22\u0e01\u0e32\u0e23\u0e17\u0e14\u0e25\u0e2d\u0e07\u201d \u0e15\u0e32\u0e21\u0e01\u0e23\u0e2d\u0e1a Impact vs Effort<br>\u0e42\u0e14\u0e22\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1e\u0e24\u0e15\u0e34\u0e01\u0e23\u0e23\u0e21\u0e08\u0e23\u0e34\u0e07\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19 \u0e41\u0e25\u0e30\u0e04\u0e27\u0e32\u0e21\u0e22\u0e32\u0e01\u0e07\u0e48\u0e32\u0e22\u0e43\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49\u0e04\u0e38\u0e13\u0e42\u0e1f\u0e01\u0e31\u0e2a\u0e01\u0e31\u0e1a\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e19\u0e48\u0e32\u0e08\u0e30\u0e43\u0e2b\u0e49\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e2a\u0e39\u0e07\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14\u0e43\u0e19\u0e40\u0e27\u0e25\u0e32\u0e2a\u0e31\u0e49\u0e19\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%E0%B9%83%E0%B8%AB%E0%B9%89_AI_%E0%B8%A7%E0%B8%B4%E0%B9%80%E0%B8%84%E0%B8%A3%E0%B8%B2%E0%B8%B0%E0%B8%AB%E0%B9%8C%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%94%E0%B8%B4%E0%B8%9A_%E0%B9%81%E0%B8%A5%E0%B9%89%E0%B8%A7%E0%B8%84%E0%B8%B8%E0%B8%93%E0%B8%95%E0%B8%B1%E0%B8%94%E0%B8%AA%E0%B8%B4%E0%B8%99%E0%B9%83%E0%B8%88%E0%B9%80%E0%B8%8A%E0%B8%B4%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C\"><\/span>3. \u0e43\u0e2b\u0e49 AI \u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e14\u0e34\u0e1a \u0e41\u0e25\u0e49\u0e27\u0e04\u0e38\u0e13\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u0e40\u0e0a\u0e34\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>\u0e22\u0e38\u0e04\u0e19\u0e35\u0e49\u0e44\u0e21\u0e48\u0e08\u0e33\u0e40\u0e1b\u0e47\u0e19\u0e15\u0e49\u0e2d\u0e07\u0e43\u0e2b\u0e49\u0e04\u0e19\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c Funnel \u0e17\u0e35\u0e25\u0e30\u0e08\u0e38\u0e14\u0e2d\u0e35\u0e01\u0e15\u0e48\u0e2d\u0e44\u0e1b<br>\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e17\u0e35\u0e48\u0e21\u0e35 AI \u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e0a\u0e48\u0e27\u0e22\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e04\u0e27\u0e32\u0e21\u0e1c\u0e34\u0e14\u0e1b\u0e01\u0e15\u0e34 \u0e41\u0e25\u0e30\u0e40\u0e2a\u0e19\u0e2d\u0e41\u0e19\u0e27\u0e17\u0e32\u0e07\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e44\u0e14\u0e49\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<\/p>\n\n\n\n<p><strong>VWO\u2019s AI Assistant<\/strong> \u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e04\u0e38\u0e13\u0e44\u0e21\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e2a\u0e35\u0e22\u0e40\u0e27\u0e25\u0e32\u0e27\u0e34\u0e40\u0e04\u0e23\u0e32\u0e30\u0e2b\u0e4c\u0e40\u0e2d\u0e07\u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14 \u0e42\u0e14\u0e22\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e41\u0e08\u0e49\u0e07\u0e40\u0e15\u0e37\u0e2d\u0e19\u0e40\u0e0a\u0e48\u0e19:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Section \u0e17\u0e35\u0e48\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e2b\u0e25\u0e38\u0e14\u0e2d\u0e2d\u0e01\u0e08\u0e32\u0e01\u0e2b\u0e19\u0e49\u0e32\u0e40\u0e1e\u0e08<\/li>\n\n\n\n<li>CTA \u0e17\u0e35\u0e48\u0e21\u0e35 CTR \u0e15\u0e48\u0e33\u0e01\u0e27\u0e48\u0e32\u0e04\u0e48\u0e32\u0e40\u0e09\u0e25\u0e35\u0e48\u0e22<\/li>\n\n\n\n<li>\u0e04\u0e27\u0e32\u0e21\u0e41\u0e15\u0e01\u0e15\u0e48\u0e32\u0e07\u0e23\u0e30\u0e2b\u0e27\u0e48\u0e32\u0e07\u0e01\u0e25\u0e38\u0e48\u0e21\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e32\u0e01\u0e41\u0e2b\u0e25\u0e48\u0e07 Traffic \u0e15\u0e48\u0e32\u0e07 \u0e46<\/li>\n<\/ul>\n\n\n\n<p>\u0e08\u0e32\u0e01\u0e19\u0e31\u0e49\u0e19\u0e04\u0e38\u0e13\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e43\u0e0a\u0e49 Insight \u0e40\u0e2b\u0e25\u0e48\u0e32\u0e19\u0e35\u0e49\u0e43\u0e19\u0e01\u0e32\u0e23\u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e1b\u0e23\u0e31\u0e1a\u0e2b\u0e19\u0e49\u0e32\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e21\u0e35\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Case_Study_%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%9B%E0%B8%A3%E0%B8%B1%E0%B8%9A%E0%B8%AB%E0%B8%99%E0%B9%89%E0%B8%B2_Landing_Page_%E0%B8%94%E0%B9%89%E0%B8%A7%E0%B8%A2%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B9%83%E0%B8%8A%E0%B9%88\"><\/span><strong>Case Study: \u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e1b\u0e23\u0e31\u0e1a\u0e2b\u0e19\u0e49\u0e32 Landing Page \u0e14\u0e49\u0e27\u0e22\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e43\u0e0a\u0e48<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0e1a\u0e23\u0e34\u0e29\u0e31\u0e17 Tech Startup \u0e41\u0e2b\u0e48\u0e07\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e21\u0e35\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e04\u0e25\u0e32\u0e2a\u0e2a\u0e34\u0e01:<strong> \u0e21\u0e35\u0e04\u0e19\u0e40\u0e02\u0e49\u0e32\u0e40\u0e27\u0e47\u0e1a\u0e08\u0e32\u0e01\u0e41\u0e04\u0e21\u0e40\u0e1b\u0e0d Paid Ads \u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01 \u0e41\u0e15\u0e48 Conversion \u0e15\u0e48\u0e33\u0e21\u0e32\u0e01<\/strong><\/p>\n\n\n\n<p>\u0e2b\u0e25\u0e31\u0e07\u0e08\u0e32\u0e01\u0e15\u0e34\u0e14\u0e15\u0e31\u0e49\u0e07 VWO \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e01\u0e47\u0e1a\u0e1e\u0e24\u0e15\u0e34\u0e01\u0e23\u0e23\u0e21\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19 \u0e17\u0e35\u0e21\u0e40\u0e23\u0e34\u0e48\u0e21\u0e15\u0e31\u0e49\u0e07\u0e02\u0e49\u0e2d\u0e2a\u0e07\u0e2a\u0e31\u0e22\u0e27\u0e48\u0e32 \u201c\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21 Hero \u0e44\u0e21\u0e48\u0e2a\u0e37\u0e48\u0e2d\u0e16\u0e36\u0e07\u0e04\u0e38\u0e13\u0e04\u0e48\u0e32 (Value Proposition) \u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19\u201d \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01 Scroll Map \u0e1e\u0e1a\u0e27\u0e48\u0e32 70% \u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e40\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e1c\u0e48\u0e32\u0e19 Hero \u0e44\u0e1b\u0e22\u0e31\u0e07 FAQ \u0e17\u0e31\u0e19\u0e17\u0e35<\/p>\n\n\n\n<p>\u0e17\u0e35\u0e21\u0e08\u0e36\u0e07\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e1b\u0e23\u0e31\u0e1a\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\u0e40\u0e1b\u0e34\u0e14\u0e43\u0e2b\u0e49\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22\u0e1a\u0e23\u0e34\u0e01\u0e32\u0e23\u0e43\u0e2b\u0e49\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e07\u0e48\u0e32\u0e22\u0e02\u0e36\u0e49\u0e19 \u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e22\u0e49\u0e32\u0e22 CTA \u0e21\u0e32\u0e2d\u0e22\u0e39\u0e48\u0e43\u0e01\u0e25\u0e49\u0e2a\u0e32\u0e22\u0e15\u0e32<\/p>\n\n\n\n<p>\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c: \u0e1e\u0e1a\u0e27\u0e48\u0e32 <strong>Conversion \u0e40\u0e1e\u0e34\u0e48\u0e21\u0e02\u0e36\u0e49\u0e19 39% \u0e20\u0e32\u0e22\u0e43\u0e19 14 \u0e27\u0e31\u0e19<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E0%B8%9A%E0%B8%97%E0%B8%AA%E0%B8%A3%E0%B8%B8%E0%B8%9B_%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%A7%E0%B8%B2%E0%B8%87%E0%B8%81%E0%B8%A5%E0%B8%A2%E0%B8%B8%E0%B8%97%E0%B8%98%E0%B9%8C%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%94%E0%B8%B5_%E0%B9%84%E0%B8%A1%E0%B9%88%E0%B9%84%E0%B8%94%E0%B9%89%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81%E0%B8%82%E0%B9%89%E0%B8%AD%E0%B8%A1%E0%B8%B9%E0%B8%A5_%E0%B9%81%E0%B8%95%E0%B9%88%E0%B9%80%E0%B8%A3%E0%B8%B4%E0%B9%88%E0%B8%A1%E0%B8%88%E0%B8%B2%E0%B8%81%E0%B8%84%E0%B8%B3%E0%B8%96%E0%B8%B2%E0%B8%A1%E0%B8%97%E0%B8%B5%E0%B9%88%E0%B8%96%E0%B8%B9%E0%B8%81%E0%B8%95%E0%B9%89%E0%B8%AD%E0%B8%87\"><\/span><strong>\u0e1a\u0e17\u0e2a\u0e23\u0e38\u0e1b: \u0e01\u0e32\u0e23\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e17\u0e35\u0e48\u0e14\u0e35 \u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 \u0e41\u0e15\u0e48\u0e40\u0e23\u0e34\u0e48\u0e21\u0e08\u0e32\u0e01\u0e04\u0e33\u0e16\u0e32\u0e21\u0e17\u0e35\u0e48\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0e01\u0e32\u0e23\u0e40\u0e01\u0e47\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e34\u0e48\u0e07\u0e08\u0e33\u0e40\u0e1b\u0e47\u0e19 \u0e41\u0e15\u0e48\u0e2b\u0e32\u0e01\u0e44\u0e21\u0e48\u0e21\u0e35\u0e40\u0e1b\u0e49\u0e32\u0e2b\u0e21\u0e32\u0e22\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 \u0e21\u0e31\u0e19\u0e2d\u0e32\u0e08\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48 \u201c\u0e01\u0e25\u0e37\u0e19\u0e01\u0e34\u0e19\u0e40\u0e27\u0e25\u0e32\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e43\u0e08\u201d \u0e01\u0e32\u0e23\u0e40\u0e1b\u0e47\u0e19 <strong>Data-Informed<\/strong> \u0e04\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e2d\u0e01\u0e43\u0e0a\u0e49\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e08\u0e33\u0e40\u0e1b\u0e47\u0e19<br>\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e27\u0e32\u0e07\u0e41\u0e1c\u0e19\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e1b\u0e47\u0e19\u0e23\u0e30\u0e1a\u0e1a \u0e21\u0e35\u0e40\u0e2b\u0e15\u0e38\u0e1c\u0e25 \u0e41\u0e25\u0e30\u0e19\u0e33\u0e44\u0e1b\u0e2a\u0e39\u0e48 Conversion \u0e17\u0e35\u0e48\u0e14\u0e35\u0e02\u0e36\u0e49\u0e19\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e22\u0e31\u0e48\u0e07\u0e22\u0e37\u0e19<\/p>\n\n\n\n<p>\u0e2b\u0e32\u0e01\u0e04\u0e38\u0e13\u0e01\u0e33\u0e25\u0e31\u0e07\u0e21\u0e2d\u0e07\u0e2b\u0e32\u0e40\u0e04\u0e23\u0e37\u0e48\u0e2d\u0e07\u0e21\u0e37\u0e2d\u0e17\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e17\u0e35\u0e21\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c\u0e41\u0e25\u0e30\u0e17\u0e14\u0e25\u0e2d\u0e07\u0e44\u0e2d\u0e40\u0e14\u0e35\u0e22\u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e21\u0e35\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07 <a href=\"https:\/\/predictive.co.th\/partners\/vwo\/\">VWO<\/a> \u0e04\u0e37\u0e2d\u0e41\u0e1e\u0e25\u0e15\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e17\u0e35\u0e48\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e21\u0e32\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e0a\u0e48\u0e27\u0e22\u0e43\u0e2b\u0e49\u0e04\u0e38\u0e13\u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e21\u0e35\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e \u0e17\u0e31\u0e49\u0e07\u0e43\u0e19\u0e14\u0e49\u0e32\u0e19 Analytics, A\/B Testing, Personalization \u0e41\u0e25\u0e30 AI Recommendation<\/p>\n\n\n<style>.kt-accordion-id24154_ca49c1-31 .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:0px;}.kt-accordion-id24154_ca49c1-31 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;background:var(--ast-global-color-0);color:var(--ast-global-color-5);padding-top:10px;padding-right:14px;padding-bottom:10px;padding-left:14px;}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-5);}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger{background:var(--ast-global-color-5);}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-0);}.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31 .kt-blocks-accordion-header:focus-visible{color:var(--ast-global-color-5);background:var(--ast-global-color-0);border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion--visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-5);}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger, body:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger{background:var(--ast-global-color-5);}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-0);}.kt-accordion-id24154_ca49c1-31 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{color:#ffffff;background:var(--ast-global-color-0);border-top-color:#444444;border-top-style:solid;border-right-color:#444444;border-right-style:solid;border-bottom-color:#444444;border-bottom-style:solid;border-left-color:#444444;border-left-style:solid;}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle )  > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger{background:#ffffff;}.kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id24154_ca49c1-31:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:var(--ast-global-color-0);}@media all and (max-width: 1024px){.kt-accordion-id24154_ca49c1-31 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}}@media all and (max-width: 1024px){.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;}}@media all and (max-width: 1024px){.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31 .kt-blocks-accordion-header:focus-visible{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}}@media all and (max-width: 1024px){.kt-accordion-id24154_ca49c1-31 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#444444;border-top-style:solid;border-right-color:#444444;border-right-style:solid;border-bottom-color:#444444;border-bottom-style:solid;border-left-color:#444444;border-left-style:solid;}}@media all and (max-width: 767px){.kt-accordion-id24154_ca49c1-31 .kt-accordion-inner-wrap{display:block;}.kt-accordion-id24154_ca49c1-31 .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:0px;}.kt-accordion-id24154_ca49c1-31 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:0px solid transparent;border-bottom:0px solid transparent;border-left:0px solid transparent;}.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header{border-top:0px solid #f2f2f2;border-right:0px solid #f2f2f2;border-bottom:0px solid #f2f2f2;border-left:0px solid #f2f2f2;}.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header:hover, \n\t\t\t\tbody:not(.hide-focus-outline) .kt-accordion-id24154_ca49c1-31 .kt-blocks-accordion-header:focus-visible{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#eeeeee;border-left-style:solid;}.kt-accordion-id24154_ca49c1-31 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible,\n\t\t\t\t.kt-accordion-id24154_ca49c1-31 > .kt-accordion-inner-wrap > .wp-block-kadence-pane > .kt-accordion-header-wrap > .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#444444;border-top-style:solid;border-right-color:#444444;border-right-style:solid;border-bottom-color:#444444;border-bottom-style:solid;border-left-color:#444444;border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-accordion alignnone\"><div class=\"kt-accordion-wrap kt-accordion-id24154_ca49c1-31 kt-accordion-has-3-panes kt-active-pane-0 kt-accordion-block kt-pane-header-alignment-left kt-accodion-icon-style-basic kt-accodion-icon-side-right\" style=\"max-width:none\"><div class=\"kt-accordion-inner-wrap\" data-allow-multiple-open=\"false\" data-start-open=\"0\">\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-1 kt-pane24154_c6e06b-3a\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\">\u0e1b\u0e23\u0e36\u0e01\u0e29\u0e32\u0e17\u0e35\u0e21\u0e07\u0e32\u0e19 Predictive \u0e40\u0e01\u0e35\u0e48\u0e22\u0e27\u0e01\u0e31\u0e1a VWO \u0e44\u0e14\u0e49\u0e17\u0e31\u0e19\u0e17\u0e35<\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>\u0e01\u0e23\u0e2d\u0e01\u0e1f\u0e2d\u0e23\u0e4c\u0e21\u0e14\u0e49\u0e32\u0e19\u0e25\u0e48\u0e32\u0e07\u0e44\u0e14\u0e49\u0e40\u0e25\u0e22 \u0e2b\u0e23\u0e37\u0e2d<\/p>\n\n\n\n<p><img decoding=\"async\" height=\"16\" width=\"16\" src=\"https:\/\/static.xx.fbcdn.net\/images\/emoji.php\/v9\/tec\/2\/16\/1f4de.png\" alt=\"\ud83d\udcde\">\u0e42\u0e17\u0e23. 02-096-6362 \u0e01\u0e14 2 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e15\u0e34\u0e14\u0e15\u0e48\u0e2d\u0e1d\u0e48\u0e32\u0e22\u0e02\u0e32\u0e22<\/p>\n\n\n\n<p><img decoding=\"async\" height=\"16\" width=\"16\" alt=\"\ud83d\udcf1\" src=\"https:\/\/static.xx.fbcdn.net\/images\/emoji.php\/v9\/tf6\/2\/16\/1f4f1.png\"> Line: @predictive (\u0e21\u0e35 @ \u0e14\u0e49\u0e27\u0e22\u0e19\u0e30\u0e04\u0e30)<\/p>\n\n\n\n<p><img decoding=\"async\" height=\"16\" width=\"16\" alt=\"\u2709\ufe0f\" src=\"https:\/\/static.xx.fbcdn.net\/images\/emoji.php\/v9\/tb8\/2\/16\/2709.png\"> Email : marketing@predictive.co.th<\/p>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0e43\u0e19\u0e42\u0e25\u0e01\u0e17\u0e35\u0e48\u0e17\u0e38\u0e01\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e2a\u0e32\u0e21\u0e32\u0e23\u0e16\u0e27\u0e31\u0e14\u0e1c\u0e25\u0e44\u0e14\u0e49 \u0e17\u0e38\u0e01\u0e01\u0e32\u0e23\u0e04\u0e25\u0e34\u0e01 \u0e17\u0e38\u0e01\u0e01\u0e32\u0e23\u0e40\u0e25\u0e37\u0e48\u0e2d\u0e19\u0e2b\u0e19\u0e49\u0e32\u0e08\u0e2d \u0e17\u0e38\u0e01\u0e1e\u0e24\u0e15\u0e34\u0e01\u0e23\u0e23\u0e21\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e25\u0e49\u0e27\u0e19\u0e16\u0e39\u0e01\u0e40\u0e01\u0e47\u0e1a\u0e44\u0e27\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01\u0e08\u0e36\u0e07\u0e40\u0e23\u0e34\u0e48\u0e21\u0e43\u0e2b\u0e49\u0e04\u0e27\u0e32\u0e21\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e01\u0e31\u0e1a Conversion Rate Optimization (CRO) \u0e2b\u0e23\u0e37\u0e2d\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e42\u0e2d\u0e01\u0e32\u0e2a\u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e40\u0e02\u0e49\u0e32\u0e0a\u0e21\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e25\u0e39\u0e01\u0e04\u0e49\u0e32\u0e41\u0e15\u0e48\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e15\u0e32\u0e21\u0e21\u0e32\u0e04\u0e37\u0e2d\u0e1b\u0e23\u0e32\u0e01\u0e0f\u0e01\u0e32\u0e23\u0e13\u0e4c\u0e17\u0e35\u0e48\u0e40\u0e23\u0e35\u0e22\u0e01\u0e27\u0e48\u0e32 \u201c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e25\u0e49\u0e19\u0e40\u0e01\u0e34\u0e19\u201d (Data Overload) \u0e40\u0e21\u0e37\u0e48\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e22\u0e2d\u0e30\u0e40\u0e01\u0e34\u0e19\u0e44\u0e1b \u0e01\u0e25\u0e31\u0e1a\u0e17\u0e33\u0e43\u0e2b\u0e49 \u201c\u0e44\u0e21\u0e48\u0e01\u0e25\u0e49\u0e32\u0e02\u0e22\u0e31\u0e1a\u201d 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\u0e01\u0e32\u0e23\u0e40\u0e02\u0e49\u0e32\u0e43\u0e08\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e41\u0e25\u0e30\u0e01\u0e32\u0e23\u0e44\u0e25\u0e48\u0e14\u0e39\u0e15\u0e31\u0e27\u0e40\u0e25\u0e02\u0e44\u0e1b\u0e40\u0e23\u0e37\u0e48\u0e2d\u0e22 \u0e46 \u0e42\u0e14\u0e22\u0e44\u0e21\u0e48\u0e21\u0e35\u0e17\u0e34\u0e28\u0e17\u0e32\u0e07\u0e17\u0e35\u0e48\u0e0a\u0e31\u0e14\u0e40\u0e08\u0e19 \u0e2d\u0e32\u0e08\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19\u0e01\u0e31\u0e1a\u0e14\u0e31\u0e01\u0e17\u0e35\u0e48\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e40\u0e23\u0e32\u0e1b\u0e23\u0e31\u0e1a\u0e40\u0e27\u0e47\u0e1a\u0e44\u0e0b\u0e15\u0e4c\u0e1c\u0e34\u0e14\u0e08\u0e38\u0e14 \u0e08\u0e32\u0e01 Data-Driven \u2192 Data-Informed: \u0e43\u0e0a\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e27\u0e32\u0e07\u0e01\u0e25\u0e22\u0e38\u0e17\u0e18\u0e4c 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