{"id":20,"date":"2024-03-04T18:31:45","date_gmt":"2024-03-05T02:31:45","guid":{"rendered":"https:\/\/aarki.com\/products\/"},"modified":"2024-12-12T02:07:07","modified_gmt":"2024-12-12T10:07:07","slug":"products","status":"publish","type":"page","link":"https:\/\/www.aarki.com\/ko\/products\/","title":{"rendered":"\uc81c\ud488"},"content":{"rendered":"<h1>\n\t\tAarki\ub294 AI \uae30\ubc18 \ubaa8\ubc14\uc77c \ub9c8\ucf00\ud305 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.\n\t<\/h1>\n\t<p>Mobile growth marketing is competitive. Consumer attention is valuable and so highly in demand. Aarki&#8217;s platform reduces the complexity by applying deep neural network models in concert with a fully managed service to help meet your marketing objectives.<\/p>\n<h2>\n\t\tAarki&#8217;s 3 Pillars of Differentiation\n\t<\/h2>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/aarki-3pillars-diagram-1.svg\" alt=\"aarki-3pillars-diagram\" itemprop=\"image\" height=\"576\" width=\"576\" title=\"aarki-3\uae30\ub465-\ub2e4\uc774\uc5b4\uadf8\ub7a8\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\uac01 \uc694\uc18c\ub294 \ub2e4\ub978 \uc694\uc18c\ub97c \ud65c\uc6a9\ud55c \uc2dc\ub108\uc9c0\ub97c \ud1b5\ud574 \ub2e8\uc21c\ud788 \uac01 \uc694\uc18c\uc758 \uc601\ud5a5\uc744 \ud569\ud55c \uac83\ubcf4\ub2e4 \ub354 \ud070 ROI \uac1c\uc120\uc744 \uc774\ub04c\uc5b4 \ub0c5\ub2c8\ub2e4.\n\t<\/h3>\n\t<p><strong>AI \ud50c\ub7ab\ud3fc<\/strong><\/p>\n<ul>\n<li>\ub525\ub7ec\ub2dd \uc2e0\uacbd\ub9dd\uc744 \ud65c\uc6a9\ud55c \ub2e4\ub2e8\uacc4 ML \uc778\ud504\ub77c \uad6c\ucd95<\/li>\n<li>\ub2e4\ubaa9\uc801 \uc785\ucc30 \ucd5c\uc801\ud654(Dynamic Multi-object Bid Optimizer) \uae30\ub2a5\uc73c\ub85c ROI\ub97c \uadf9\ub300\ud654\uc2dc\ud0a4\ub294 \ucd5c\uc801\uc758 \uc785\ucc30\uac00 \uc0b0\uc815<\/li>\n<li>\uc778\ubca4\ud1a0\ub9ac \ud488\uc9c8 \uad00\ub9ac \ubc0f \uc774\uc0c1 \uac70\ub798 \ud0d0\uc9c0<\/li>\n<\/ul>\n\t<p><strong>\uac1c\uc778\uc815\ubcf4\ubcf4\ud638 \ucd5c\uc6b0\uc120 \uad00\uc5ec<\/strong><\/p>\n<ul>\n<li>\ub514\ubc14\uc774\uc2a4 ID\uac00 \uc5c6\ub294 \ud0c0\uac9f\ud305 \uc218\uc6a9<\/li>\n<li>100\uc5b5\ub300 \uc774\uc0c1 \uae30\uae30\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ucd08\ub2f9 5\ubc31\ub9cc\uac1c\uc758 \uad11\uace0 \uc694\uccad\uacfc \ub9ce\uc740 Contextual signal\uc774 \ubaa8\uc5ec 8\ucc9c\uc5b5 \ud589\uc774 \ub118\ub294 AI \ud559\uc2b5 \ubaa8\ub378 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad6c\uc131<\/li>\n<li>\ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ud558\uc774\ud37c \ud0c0\uac9f\ud305<\/li>\n<\/ul>\n\t<p><strong>\ud1b5\ud569 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ud504\ub808\uc784\uc6cc\ud06c<\/strong><\/p>\n<ul>\n<li>\uac00\uc7a5 \ub9e4\ub825\uc801\uc778 \uad11\uace0 \ucee8\uc149\uc744 \ubc1c\uacac\ud558\uace0 \uc218\ud589\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c + \ubbf8\ub514\uc5b4 \uc5d0\uc774\uc804\uc2dc \uc5ed\ud560<\/li>\n<li>\uad11\uace0 \uc131\uacfc\uc5d0 \uc2ec\uce35\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc801\uc6a9\ud558\uc5ec \ucd5c\uc801\ud654\ub41c \ucea0\ud398\uc778 \uacb0\uc815\uc744 \ud65c\uc131\ud654 \uc2dc\ucf1c\uc8fc\ub294 \ud1b5\ud569 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc804\ub7b5 \uc81c\uacf5<\/li>\n<\/ul>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/hexagon-AI.svg\" alt=\"hexagon-AI\" itemprop=\"image\" height=\"53\" width=\"46\" title=\"\uc721\uac01\ud615-AI\" onerror=\"this.style.display='none'\"  \/>\n<h2>\n\t\tAI \ud50c\ub7ab\ud3fc\n\t<\/h2>\n<h3>\n\t\t\uaddc\ubaa8\uc640 \ube44\uc6a9 \ud6a8\uc728\uc131\uc5d0 \ub9de\ucdb0 \ucd5c\uc801\uc758 ROI\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud55c \uc5c5\uacc4 \ucd5c\uace0\uc758 AI \uc778\ud504\ub77c\uc785\ub2c8\ub2e4.\n\t<\/h3>\n    <ul>\n      <li>\n        \uc778\ubca4\ud1a0\ub9ac \uad11\uace0 \uc694\uccad\n      <\/li>\n      <li>\n        <a href=\"#\" data-tab=\"tab-1\">\n          Step One\n            Inventory Quality Control and Fraud Detection          \n        <\/a>\n          <p>\uace0\uac1d\uc0ac\uac00 \uad11\uace0 \uc131\uacfc \ud488\uc9c8\uc5d0 \uc2e0\ub8b0\ub97c \uac00\uc9c8 \uc218 \uc788\ub3c4\ub85d Ad fraud\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \ub178\ub825\uc744 \uae30\uc6b8\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.  \uc774\ub97c \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc778 \ub178\ub825\uacfc \uc5ec\ub7ec \ub2e8\uacc4\uc758 \uc644\ud654 \uc804\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/06\/Slide8_DiagramStep1_KR-1.png\" alt=\"aarki step 1\" width=\"1489\" height=\"449\" \/>Aarki\ub294 \uc778\ubca4\ud1a0\ub9ac \ud488\uc9c8 \uad00\ub9ac \ubc0f Fraud \ud0d0\uc9c0\ub97c \ud1b5\ud574 \uace0\uac1d\uc0ac\uc758 \ucea0\ud398\uc778 \uc608\uc0b0\uc774 \ub0ad\ube44\ub418\uc9c0 \uc54a\ub3c4\ub85d \uc5ec\ub7ec \ubcf4\uc548 \ub2e8\uacc4\ub97c \uc801\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <strong><br \/><\/strong><\/p><ul><li>\ub0b4\ubd80 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud574 Fraud \ubc0f \uc800\ud488\uc9c8 \uc778\ubca4\ud1a0\ub9ac\ub97c \ub098\ud0c0\ub0b4\ub294 \uc720\uc800 \ud589\ub3d9\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li><li>\ud0c0\uc0ac \ub370\uc774\ud130\uc640 \ubaa8\ub4e0 MMP\uc758 \ud1b5\ud569 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \uc0ac\uae30\uc131 IP \ubc0f \uac8c\uc2dc\uc790 \ubaa9\ub85d\uc744 \uc5c5\ub370\uc774\ud2b8\ud588\uc2b5\ub2c8\ub2e4.<\/li><\/ul>        \n      <\/li>\n      <li>\n        <a href=\"#\" data-tab=\"tab-2\">\n          Step Two\n            Predict User Value with Deep Neural Network          \n        <\/a>\n          <p>The next stage in the process uses deep neural network (DNN) models to predict each impression or user value.Aarki uses multi-stage DNN models because they ultimately yield better, more accurate prediction of the value of each impression. Each ML model learns features most important for that conversion event.<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/06\/Slide9_DiagramStep2_KR-1.png\" alt=\"aarki step 2\" width=\"1526\" height=\"473\" \/>DNN \ubaa8\ub378\uc740 \uc571\uc2a4\ud1a0\uc5b4 API\ub97c \ud1b5\ud574 \uc5bb\uc740 \uad11\uace0\uc8fc-\ud37c\ube14\ub9ac\uc154 \ubc0f \uad11\uace0\uc8fc \uc778\uc2a4\ud1a8 \ubc88\ub4e4(&gt;50,000) \uc720\uc0ac\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uc778\uc2a4\ud1a8 \uc720\uc800\uc640 \uad6c\ub9e4\uc790\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. DNN\uc740 \ud655\ub960\uc774 \ud76c\ubc15\ud55c \uace0\ucc28\uc6d0 \uc18d\uc5d0\uc11c \uc571 \uc720\uc0ac\uc131 \ud074\ub7ec\uc2a4\ud130\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.  \uc624\uc9c1 \ub525\ub7ec\ub2dd AI\ub9cc\uc774 \uc774\uac83\uc744 \uac00\ub2a5\ucf00 \ud569\ub2c8\ub2e4!<\/p>        \n      <\/li>\n      <li>\n        <a href=\"#\" data-tab=\"tab-3\">\n          Step Three\n            Multi-objective Bid Optimization          \n        <\/a>\n          <p>\uac01 \uc785\ucc30 \uc694\uccad\uc5d0 \ub300\ud55c \uc720\uc800 \uac00\uce58\uac00 \uacb0\uc815\ub418\uba74 Aarki\ub294 \uc785\ucc30\uac00\uc5d0 \ub300\ud55c ROI\ub97c \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \ub2e4\ubaa9\uc801 \uc785\ucc30 \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \ud0c0 DSP\ub294 \ub099\ucc30\uac00 \uc608\uce21\uce58\ubcf4\ub2e4 \uc0b4\uc9dd \ub0ae\uac8c \uc785\ucc30\uac00\ub97c \ucc45\uc815\ud558\ub294 \uc785\ucc30 \uc170\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub2f9\uc0ac\uc758 \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \uac00\uaca9\uc740 \uace0\ub824 \ub300\uc0c1 \ubaa9\ud45c \uc911 \ud558\ub098\ub85c\uc368 \ub354 \uc815\uad50\ud558\uac8c \ub2e4\ubaa9\uc801 \ucd5c\uc801\ud654\ub97c \uc9c4\ud589\ud569\ub2c8\ub2e4.<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/06\/Slide10_DiagramStep3_KR-1.png\" alt=\"\" width=\"1544\" height=\"496\" \/>Over bidding is easy and done too often, underbidding results in underperforming and not effectively utilizing campaign budget &#8211; finding the right bid that will win, deliver on KPI goals, and pace at the correct rate to fully utilize campaign budget is hard!The Aarki Multi-objective Bid Optimizer uses multiple dynamic variables such as campaign and inventory attributes, predicted user value and is segmented by CPM. All of these factors are used to guide multi-objective optimization around client KPIs &#8211; ROI or CPI. This enables us to dynamically acquire high value users with budget efficiency while also exploring untapped users and inventory outside the original model training scope.<\/p>        \n      <\/li>\n      <li>\n        \ucd5c\uc801\uc758 \ub099\ucc30\uac00\n      <\/li>\n    <\/ul>\n          <p>\uace0\uac1d\uc0ac\uac00 \uad11\uace0 \uc131\uacfc \ud488\uc9c8\uc5d0 \uc2e0\ub8b0\ub97c \uac00\uc9c8 \uc218 \uc788\ub3c4\ub85d Ad fraud\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud55c \ub178\ub825\uc744 \uae30\uc6b8\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.  \uc774\ub97c \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc778 \ub178\ub825\uacfc \uc5ec\ub7ec \ub2e8\uacc4\uc758 \uc644\ud654 \uc804\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/06\/Slide8_DiagramStep1_KR-1.png\" alt=\"aarki step 1\" width=\"1489\" height=\"449\" \/>Aarki\ub294 \uc778\ubca4\ud1a0\ub9ac \ud488\uc9c8 \uad00\ub9ac \ubc0f Fraud \ud0d0\uc9c0\ub97c \ud1b5\ud574 \uace0\uac1d\uc0ac\uc758 \ucea0\ud398\uc778 \uc608\uc0b0\uc774 \ub0ad\ube44\ub418\uc9c0 \uc54a\ub3c4\ub85d \uc5ec\ub7ec \ubcf4\uc548 \ub2e8\uacc4\ub97c \uc801\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <strong><br \/><\/strong><\/p><ul><li>\ub0b4\ubd80 \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud574 Fraud \ubc0f \uc800\ud488\uc9c8 \uc778\ubca4\ud1a0\ub9ac\ub97c \ub098\ud0c0\ub0b4\ub294 \uc720\uc800 \ud589\ub3d9\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li><li>\ud0c0\uc0ac \ub370\uc774\ud130\uc640 \ubaa8\ub4e0 MMP\uc758 \ud1b5\ud569 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud574 \uc0ac\uae30\uc131 IP \ubc0f \uac8c\uc2dc\uc790 \ubaa9\ub85d\uc744 \uc5c5\ub370\uc774\ud2b8\ud588\uc2b5\ub2c8\ub2e4.<\/li><\/ul>        \n          <p>The next stage in the process uses deep neural network (DNN) models to predict each impression or user value.Aarki uses multi-stage DNN models because they ultimately yield better, more accurate prediction of the value of each impression. Each ML model learns features most important for that conversion event.<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/06\/Slide9_DiagramStep2_KR-1.png\" alt=\"aarki step 2\" width=\"1526\" height=\"473\" \/>DNN \ubaa8\ub378\uc740 \uc571\uc2a4\ud1a0\uc5b4 API\ub97c \ud1b5\ud574 \uc5bb\uc740 \uad11\uace0\uc8fc-\ud37c\ube14\ub9ac\uc154 \ubc0f \uad11\uace0\uc8fc \uc778\uc2a4\ud1a8 \ubc88\ub4e4(&gt;50,000) \uc720\uc0ac\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uc778\uc2a4\ud1a8 \uc720\uc800\uc640 \uad6c\ub9e4\uc790\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. DNN\uc740 \ud655\ub960\uc774 \ud76c\ubc15\ud55c \uace0\ucc28\uc6d0 \uc18d\uc5d0\uc11c \uc571 \uc720\uc0ac\uc131 \ud074\ub7ec\uc2a4\ud130\ub97c \ud0d0\uc0c9\ud569\ub2c8\ub2e4.  \uc624\uc9c1 \ub525\ub7ec\ub2dd AI\ub9cc\uc774 \uc774\uac83\uc744 \uac00\ub2a5\ucf00 \ud569\ub2c8\ub2e4!<\/p>        \n          <p>\uac01 \uc785\ucc30 \uc694\uccad\uc5d0 \ub300\ud55c \uc720\uc800 \uac00\uce58\uac00 \uacb0\uc815\ub418\uba74 Aarki\ub294 \uc785\ucc30\uac00\uc5d0 \ub300\ud55c ROI\ub97c \uadf9\ub300\ud654\ud558\uae30 \uc704\ud55c \ub2e4\ubaa9\uc801 \uc785\ucc30 \ucd5c\uc801\ud654 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub300\ubd80\ubd84\uc758 \ud0c0 DSP\ub294 \ub099\ucc30\uac00 \uc608\uce21\uce58\ubcf4\ub2e4 \uc0b4\uc9dd \ub0ae\uac8c \uc785\ucc30\uac00\ub97c \ucc45\uc815\ud558\ub294 \uc785\ucc30 \uc170\uc774\ub529 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub2f9\uc0ac\uc758 \uc54c\uace0\ub9ac\uc998\uc5d0\uc11c \uac00\uaca9\uc740 \uace0\ub824 \ub300\uc0c1 \ubaa9\ud45c \uc911 \ud558\ub098\ub85c\uc368 \ub354 \uc815\uad50\ud558\uac8c \ub2e4\ubaa9\uc801 \ucd5c\uc801\ud654\ub97c \uc9c4\ud589\ud569\ub2c8\ub2e4.<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/06\/Slide10_DiagramStep3_KR-1.png\" alt=\"\" width=\"1544\" height=\"496\" \/>Over bidding is easy and done too often, underbidding results in underperforming and not effectively utilizing campaign budget &#8211; finding the right bid that will win, deliver on KPI goals, and pace at the correct rate to fully utilize campaign budget is hard!The Aarki Multi-objective Bid Optimizer uses multiple dynamic variables such as campaign and inventory attributes, predicted user value and is segmented by CPM. All of these factors are used to guide multi-objective optimization around client KPIs &#8211; ROI or CPI. This enables us to dynamically acquire high value users with budget efficiency while also exploring untapped users and inventory outside the original model training scope.<\/p>        \n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/hexagon-Privacy.svg\" alt=\"hexagon-Privacy\" itemprop=\"image\" height=\"53\" width=\"46\" title=\"\uc721\uac01\ud615-\ud504\ub77c\uc774\ubc84\uc2dc\" onerror=\"this.style.display='none'\"  \/>\n<h2>\n\t\t\uac1c\uc778\uc815\ubcf4\ubcf4\ud638 \ucd5c\uc6b0\uc120 \uad00\uc5ec\n\t<\/h2>\n<h2>\n\t\t\uc2e0\uaddc \uc720\uc800 \ud655\ubcf4 <br \/> (User Acquisition)\n\t<\/h2>\n\t<p>Aarki&#8217;s second pillar of differentiation is our solutions for privacy-first strategic cohorting for user acquisition campaigns. We are ID-less today &#8211; SKAN 4 compliant. We leverage trillions of contextual signals and use ML to derive correlations with historical outcome data. This is the foundation for creating highly detailed, dynamic behavioral cohorts.<\/p>\n\t<p>\uac01 \ucf54\ud638\ud2b8\uc5d0 \ub300\ud574 \uc6b0\ub9ac\ub294 ML\uc744 \uc0ac\uc6a9\ud558\uace0 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ud300\uacfc \uae34\ubc00\ud788 \ud611\ub825\ud558\uc5ec \uac00\uc7a5 \ucd5c\uc801\uc758 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc804\ub7b5, \uc989 ML \uae30\ubc18 Creative Targeting\u2122\uc774\ub77c\uace0 \ubd80\ub974\ub294 \ubc29\ubc95\ub860\uc744 \uace0\uc548\ud569\ub2c8\ub2e4.<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/map-users.svg\" alt=\"map-users\" itemprop=\"image\" height=\"225\" width=\"356\" title=\"\uc9c0\ub3c4 \uc0ac\uc6a9\uc790\" onerror=\"this.style.display='none'\"  \/>\n\t<p><strong>We have access to 5M+ ad requests per second from 10B mobile devices globally each with contextual data such as: device type, OS, app, genre, time of day, region, and many more.<\/strong><\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/outcome-data.svg\" alt=\"outcome-data\" itemprop=\"image\" height=\"209\" width=\"377\" title=\"\uacb0\uacfc \ub370\uc774\ud130\" onerror=\"this.style.display='none'\"  \/>\n\t<p><strong>\ud589\ub3d9 \uacb0\uacfc \ub370\uc774\ud130\uc640 \uc0c1\uad00\uad00\uacc4\uac00 \uc788\ub294 Aarki\uc758 \uacfc\uac70 Contextual signal DB \ud65c\uc6a9<\/strong><\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/creative-targeting.svg\" alt=\"creative-targeting\" itemprop=\"image\" height=\"145\" width=\"106\" title=\"\uad11\uace0 \uc18c\uc7ac \ud0c0\uac9f\ud305\" onerror=\"this.style.display='none'\"  \/>\n\t<p><strong>\ud6a8\uc728\uc801\uc778 \ucd5c\uc801\ud654, \uaddc\ubaa8 \ubc0f ML \uae30\ubc18 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ud0c0\uac9f\ud305\uc744 \uc704\ud55c \ub3d9\uc801 \ud589\ub3d9 \ucf54\ud638\ud2b8 \uc0dd\uc131<\/strong><\/p>\n<h2>\n\t\t\ub9ac\uc778\uac8c\uc774\uc9c0\uba3c\ud2b8 (Re-Engagement)\n\t<\/h2>\n\t<p>\uc720\uc800 \uc7ac\uc720\uc785 \ucea0\ud398\uc778\uc758 \uacbd\uc6b0 \uace0\uac1d\uc0ac\uc758 \ud37c\uc2a4\ud2b8\ud30c\ud2f0 \uc138\uadf8\uba3c\ud2b8\ub97c \uc790\uc0ac \ub370\uc774\ud130\uc640 \uacb0\ud569, \ud655\uc7a5\ud558\uc5ec \ub9ac\ud0c0\uac9f\ud305\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc720\uc800 \ubaa8\uc218\uc640 \uc624\ub514\uc5b8\uc2a4 \uae30\ubc18 \uc804\ub7b5\uc744 \uc5bc\ub9c8\ub4e0\uc9c0 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/user-segmentation.svg\" alt=\"user-segmentation\" itemprop=\"image\" height=\"56\" width=\"90\" title=\"\uc0ac\uc6a9\uc790 \uc138\ubd84\ud654\" onerror=\"this.style.display='none'\"  \/>\n\t<p><strong>\uc720\uc800 \uc138\uadf8\uba58\ud14c\uc774\uc158<\/strong><\/p>\n<ul>\n<li>Geographic<\/li>\n<li>Demographic<\/li>\n<li>Psychographic<\/li>\n<li>Behavioral<\/li>\n<\/ul>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/audience-segmentation.svg\" alt=\"audience-segmentation\" itemprop=\"image\" height=\"63\" width=\"106\" title=\"\uccad\uc911 \uc138\ubd84\ud654\" onerror=\"this.style.display='none'\"  \/>\n\t<p><strong>\uc624\ub514\uc5b8\uc2a4 \uc138\uadf8\uba58\ud14c\uc774\uc158<\/strong><\/p>\n<ul>\n<li>Time Spent<\/li>\n<li>Value<\/li>\n<li>Behavior<\/li>\n<li>Location<\/li>\n<\/ul>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/hexagon-Creative.svg\" alt=\"hexagon-Creative\" itemprop=\"image\" height=\"53\" width=\"46\" title=\"\uc721\uac01\ud615-\ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\" onerror=\"this.style.display='none'\"  \/>\n<h2>\n\t\t\ud1b5\ud569 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc804\ub7b5<sup>\u2122<\/sup>\n\t<\/h2>\n<h3>\n\t\tCreative is core to our platform, we&#8217;ve established a Unified Creative Strategy, a pillar that encompasses:\n\t<\/h3>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/global-agency-expertise.png\" alt=\"Global Agency Expertise\" itemprop=\"image\" height=\"744\" width=\"1066\" title=\"\uae00\ub85c\ubc8c \ub300\ud589\uc0ac \uc218\uc900 \uc804\ubb38\uc131\" onerror=\"this.style.display='none'\"  \/>\n\t\t\uae00\ub85c\ubc8c \ub300\ud589\uc0ac \uc804\ubb38\uc131\n\t<p>\uace0\ub3c4\uc758 \uc804\ubb38\uc131\uc744 \uac16\ucd98 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ud300\uc740 \ucc3d\uc758\uc801\uc774\uace0 \uc804\ub7b5\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc804 \uc9c0\uc5ed \ubc0f \uce74\ud14c\uace0\ub9ac \uc804\ubc18\uc5d0 \uac78\uce5c \uc804\uc220\uacfc \uacb0\uacfc\ub97c \ubca4\uce58\ub9c8\ud0b9 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/Data-driven-creativity.png\" alt=\"Data-Driven Creativity\" itemprop=\"image\" height=\"744\" width=\"1066\" title=\"\ub370\uc774\ud130 \uae30\ubc18 \ucc3d\uc758\uc131\" onerror=\"this.style.display='none'\"  \/>\n\t\t\ub370\uc774\ud130 \uae30\ubc18 \ucc3d\uc758\uc131\n\t<p>Decompose each creative into measurable dimensions of effectiveness based on performance outcomes &#8211; share those best performing dimensions across all campaign line items to derive new and better ad creatives.<\/p>\n<h3>\n\t\t\uad11\uace0 \uc131\uacfc \uac1c\uc120\uc744 \uc704\ud574, \ucc3d\uc758\uc131\uacfc \uae30\uc220\uc744 \ud1b5\ud569\ud55c \uace0\ud488\uc9c8 \ub9de\ucda4\ud615 \uc11c\ube44\uc2a4 \uc81c\uacf5\n\t<\/h3>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/Video-raw_2023.12-Non-Gaming-Food-Drink-Cravings.gif\" alt=\"Video raw_2023.12 Non-Gaming Food &amp; Drink - Cravings\" itemprop=\"image\" height=\"850\" width=\"445\" title=\"Video raw_2023.12 \uac8c\uc784 \uc678 \uc74c\uc2dd \ubc0f \uc74c\ub8cc - \uac08\ub9dd\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\ube44\ub514\uc624\n\t<\/h3>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/Playable-Bit-Heros-Playable2.gif\" alt=\"Playable-Bit-Heros-Playable2\" itemprop=\"image\" height=\"594\" width=\"302\" title=\"\ud50c\ub808\uc774 \uac00\ub2a5-\ube44\ud2b8-\ud788\uc5b4\ub85c\uc988-Playable2\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\ud50c\ub808\uc774\uc5b4\ube14\n\t<\/h3>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/Native-Unbranded_E-Commerce_NativeVideo.gif\" alt=\"Native Unbranded_E-Commerce_NativeVideo\" itemprop=\"image\" height=\"935\" width=\"480\" title=\"\ub124\uc774\ud2f0\ube0c \ube44\ube0c\ub79c\ub4dc_\uc804\uc790\uc0c1\uac70\ub798_NativeVideo\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\ub124\uc774\ud2f0\ube0c\n\t<\/h3>\n<h2>\n\t\t\uc5d0\uc774\uc804\uc2dc\n\t<\/h2>\n\t<p>\uc5d0\uc774\uc804\uc2dc \ud300\uc740 \uc778\uc2a4\ud1a8\uacfc ROI\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ucc3d\uc758\uc801 \ucd5c\uc801\ud654 \uc804\ub7b5\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/weight-allocation.svg\" alt=\"weight-allocation\" itemprop=\"image\" height=\"170\" width=\"176\" title=\"\uac00\uc911\uce58 \ud560\ub2f9\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\uac00\uc911\uce58 \ud560\ub2f9\n\t<\/h3>\n\t<p>\ud14c\ub9c8\uc640 \uba54\ucee4\ub2c8\uc998\uc744 \ubc14\ud0d5\uc73c\ub85c \uc131\uacfc \uc911\uc2ec\uc73c\ub85c \uc608\uc0b0\uc744 \ubc30\ubd84\ud569\ub2c8\ub2e4.<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/Creative-selection-allgorithm.svg\" alt=\"Creative-selection-allgorithm\" itemprop=\"image\" height=\"182\" width=\"204\" title=\"\ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc120\ud0dd \uc54c\uace0\ub9ac\uc998\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc120\ud0dd \uc54c\uace0\ub9ac\uc998\n\t<\/h3>\n\t<p>\ucd5c\uace0\uc758 \uc131\uacfc\ub97c \ub0b4\ub294 \uad11\uace0 \uc18c\uc7ac\uc5d0 \ub300\ud55c \uad11\uace0 \uc18c\uc7ac \uac00\uc911\uce58\ub97c \uc790\ub3d9\uc73c\ub85c \ud14c\uc2a4\ud2b8\ud558\uace0 \ud560\ub2f9\ud569\ub2c8\ub2e4.<\/p>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/variant-testing.svg\" alt=\"variant-testing\" itemprop=\"image\" height=\"138\" width=\"187\" title=\"\ubcc0\ud615 \ud14c\uc2a4\ud2b8\" onerror=\"this.style.display='none'\"  \/>\n<h3>\n\t\t\ubcc0\ud615 \ud14c\uc2a4\ud2b8\n\t<\/h3>\n\t<p>\uae30\uc874 \uac1c\ub150\uc5d0 \uc791\uc740 \ubcc0\ud654\ub97c \ucd94\uac00\ud558\uc5ec \uad11\uace0 \uc18c\uc7ac\uc758 \uc218\uba85\uc744 \uc5f0\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<h2>\n\t\tAarki Pillars of Technology &#038; Process Differentiation\n\t<\/h2>\n<h3>\n\t\t\uc804\ub2f4 \uacc4\uc815 \uad00\ub9ac\uc790\uac00 \uc81c\uacf5\ud558\ub294 \uace0\ud488\uc9c8 \ub9de\ucda4\ud615 \ud480\uc11c\ube44\uc2a4\ub85c \ubaa8\ub4e0 \uac83\uc744 \uc644\ubcbd\ud558\uac8c \uc81c\uacf5\ud569\ub2c8\ub2e4.\n\t<\/h3>\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.aarki.com\/wp-content\/uploads\/2024\/03\/aarki-3pillars-diagram-1.svg\" alt=\"aarki-3pillars-diagram\" itemprop=\"image\" height=\"576\" width=\"576\" title=\"aarki-3\uae30\ub465-\ub2e4\uc774\uc5b4\uadf8\ub7a8\" onerror=\"this.style.display='none'\"  \/>","protected":false},"excerpt":{"rendered":"<p>Aarki is an AI Powered Mobile Marketing Platform Mobile growth marketing is competitive. Consumer attention is valuable and so highly in demand. Aarki&#8217;s platform reduces the complexity by applying deep &#8230;<\/p>","protected":false},"author":5,"featured_media":0,"parent":0,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-20","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.1 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Products - Aarki<\/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.aarki.com\/ko\/products\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Products\" \/>\n<meta property=\"og:description\" content=\"Aarki is an AI Powered Mobile Marketing Platform Mobile growth marketing is competitive. 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