{"id":103469,"date":"2026-03-25T08:14:44","date_gmt":"2026-03-25T08:14:44","guid":{"rendered":"https:\/\/alienroad.com\/%eb%b6%84%eb%a5%98%eb%90%98%ec%a7%80-%ec%95%8a%ec%9d%8c\/how-ai-advertising-optimization-will-redefine-paid-search-ad-2\/"},"modified":"2026-04-06T00:34:16","modified_gmt":"2026-04-06T00:34:16","slug":"how-ai-advertising-optimization-will-redefine-paid-search-ad-2","status":"publish","type":"post","link":"https:\/\/alienroad.com\/ko\/ai-%ea%b4%91%ea%b3%a0-%ec%b5%9c%ec%a0%81%ed%99%94-ko\/how-ai-advertising-optimization-will-redefine-paid-search-ad-2\/","title":{"rendered":"AI \uad11\uace0 \ucd5c\uc801\ud654\uac00 \uc720\ub8cc \uac80\uc0c9 \uad11\uace0\ub97c \uc7ac\uc815\uc758\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p>\ub514\uc9c0\ud138 \ub9c8\ucf00\ud305\uc758 \ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \ud658\uacbd\uc5d0\uc11c <a href=\"https:\/\/alienroad.com\/ko\/ai-%ea%b4%91%ea%b3%a0-%ec%b5%9c%ec%a0%81%ed%99%94-ko\/how-ai-advertising-optimization-will-redefine-paid-search-ad\/\">AI \uad11\uace0 \ucd5c\uc801\ud654<\/a>\ub294 \uc720\ub8cc \uac80\uc0c9 \uad11\uace0\uc758 \ubcc0\ud601\uc801\uc778 \ud798\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc218\ub3d9 \uc870\uc815\uacfc \uc815\uc801 \uaddc\uce59\uc5d0 \uc758\uc874\ud558\ub294 \uc804\ud1b5\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc740 \ub3d9\uc801\uc778 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uacfc \uc2dc\uc7a5 \ubcc0\ub3d9\uc5d0 \ub530\ub77c\uc7a1\uae30 \uc5b4\ub824\uc6b4 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \uc608\uce21 \ubd84\uc11d\uc73c\ub85c \uad6c\ub3d9\ub418\ub294 AI \ubaa8\ub4dc\ub294 \uc9c0\uc18d\uc801\uc774\uace0 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc138\ubc00\ud55c \uc870\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ucea0\ud398\uc778 \uc131\uacfc\ub97c \ud5a5\uc0c1\uc2dc\ud0b4\uc73c\ub85c\uc368 \uc774 \ubd84\uc57c\ub97c \uc7ac\uc815\uc758\ud569\ub2c8\ub2e4. \uc774 \ubcc0\ud654\ub294 \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc804\ub840 \uc5c6\ub294 \uc218\uc900\uc758 \uc815\ubc00\uc131\uacfc \ud6a8\uc728\uc131\uc744 \uc5f4\uc5b4\uc90d\ub2c8\ub2e4.<\/p>\n<p>\ud575\uc2ec\uc801\uc73c\ub85c AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec <a href=\"https:\/\/alienroad.com\/ai-optimization-2\/mastering-ai-advertising-optimization-through-closed-loop-systems\/\">\uc758\uc0ac\uacb0\uc815 \ud504\ub85c\uc138\uc2a4<\/a>\ub97c \uc790\ub3d9\ud654\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uacfc\uac70 \uc131\uacfc \uc9c0\ud45c\uc640 \uc2e4\uc2dc\uac04 \uc2e0\ud638\ub97c \ubd84\uc11d\ud558\uc5ec \uc785\ucc30, \ud0a4\uc6cc\ub4dc, \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\ub97c \uc989\uc2dc \uc870\uc815\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ucc44\ud0dd\ud55c \uae30\uc5c5\ub4e4\uc740 Google Ads\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc758 \uc0b0\uc5c5 \ubca4\uce58\ub9c8\ud06c\uc5d0 \ub530\ub974\uba74 \uad11\uace0 \uc9c0\ucd9c \uc218\uc775\ub960(ROAS)\uc774 \ucd5c\ub300 30% \ud5a5\uc0c1\ub418\uc5c8\ub2e4\uace0 \ubcf4\uace0\ud569\ub2c8\ub2e4. \uc790\uc5f0\uc5b4 \ucc98\ub9ac\uc640 \ud589\ub3d9 \ubaa8\ub378\ub9c1\uc744 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 AI\ub294 \uc778\uac04 \ubd84\uc11d\uac00\uac00 \uac04\uacfc\ud560 \uc218 \uc788\ub294 \ubbf8\ubb18\ud55c \ud328\ud134, \uc608\ub97c \ub4e4\uc5b4 \uacc4\uc808\uc801 \ucd94\uc138\ub098 \uae30\uae30\ubcc4 \ucc38\uc5ec\uc728\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uad11\uace0\uac00 \ucd5c\uc801\uc758 \uc2dc\uae30\uc5d0 \uac00\uc7a5 \uc218\uc6a9\uc801\uc778 \uccad\uc911\uc5d0\uac8c \ub3c4\ub2ec\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\uc5ec \ud074\ub9ad\ub960\uc744 \ub192\uc774\uace0 \uad81\uadf9\uc801\uc73c\ub85c \uc218\uc775 \uc131\uc7a5\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc720\ub8cc \uac80\uc0c9\uc758 \uc8fc\uc694 \uace0\ud1b5 \uc9c0\uc810, \uc608\ub97c \ub4e4\uc5b4 \uc608\uc0b0 \ube44\ud6a8\uc728\uc131\uacfc \uccad\uc911 \ubd88\uc77c\uce58\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \uace0\uae09 \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uc778\uad6c\ud1b5\uacc4\ud559\uc801 \uc694\uc18c\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc608\uce21 \uc758\ub3c4\uc5d0 \uae30\ubc18\ud558\uc5ec \uc0ac\uc6a9\uc790\ub97c \uadf8\ub8f9\ud654\ud558\uc5ec \ub354 \uad00\ub828\uc131 \uc788\ub294 \uad11\uace0 \uc804\ub2ec\uc744 \uc774\ub055\ub2c8\ub2e4. Google\uc758 Performance Max \ucea0\ud398\uc778\uacfc \uac19\uc740 AI \ud1b5\ud569\uc73c\ub85c \uac80\uc0c9 \uc5d4\uc9c4\uc774 \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c \ub9c8\ucf00\ud130\ub4e4\uc740 \uc774\ub7ec\ud55c \ub3c4\uad6c\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc704\ud574 \uc801\uc751\ud574\uc57c \ud569\ub2c8\ub2e4. \uacb0\uacfc\ub294 \uc18c\ube44\uc790 \uc5ec\uc815\uacfc \ubc00\uc811\ud558\uac8c \ub9de\ucdb0\uc9c4 \ub354 \ubbfc\ucca9\ud55c \uc804\ub7b5\uc73c\ub85c, \ub0ad\ube44\ub97c \uc904\uc774\uace0 \uc601\ud5a5\uc744 \uc99d\ud3ed\uc2dc\ud0b5\ub2c8\ub2e4. \ubcf8\uc9c8\uc801\uc73c\ub85c AI \ubaa8\ub4dc\ub294 \uc720\ub8cc \uac80\uc0c9\uc744 \ube44\uc988\ub2c8\uc2a4 \ud655\uc7a5\uc758 \uc0ac\uc804\uc801 \uc5d4\uc9c4\uc73c\ub85c \uc704\uce58\uc9c0\uc5b4 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc778 \uc804\ubb38\uac00\ub4e4\uc758 \uc804\ub7b5\uc801 \uc218\uc6a9\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc720\ub8cc \uac80\uc0c9 \uad11\uace0\uc5d0\uc11c AI\uc758 \uae30\ucd08<\/h2>\n<p>AI \ud1b5\ud569\uc758 \uae30\ubc18 \uc6d0\ub9ac\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 <a href=\"https:\/\/alienroad.com\/ai-optimization-2\/mastering-ai-advertising-optimization-a-comparison-of-leading-tools-for-enterprise-aio\/\">AI \uad11\uace0 \ucd5c\uc801\ud654<\/a>\ub97c \ub9c8\uc2a4\ud130\ud558\uae30 \uc704\ud55c \ubb34\ub300\ub97c \ub9c8\ub828\ud569\ub2c8\ub2e4. \ubcf8\uc9c8\uc801\uc73c\ub85c \uc774\ub294 \ub370\uc774\ud130 \ubc18\ubcf5\uc73c\ub85c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \ubc30\ud3ec\ud558\uc5ec \uad11\uace0 \uc804\uc220\uc744 \uc790\uc728\uc801\uc73c\ub85c \uc138\ubc00\ud558\uac8c \uc870\uc815\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \uae30\ub2a5\uc744 \uad6c\ub3d9\ud558\ub294 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c<\/h3>\n<p>\uc8fc\uc694 \uc694\uc18c\uc5d0\ub294 \uac80\uc0c9 \ucffc\ub9ac\uc640 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9\uacfc \uac19\uc740 \uc785\ub825\uc744 \ucc98\ub9ac\ud558\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ud6c8\ub828\ub41c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \uae30\ubc18\ud558\uc5ec \ud074\ub9ad \ud655\ub960\uacfc \uac19\uc740 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uae30 \uc704\ud574 \uc9c0\ub3c4 \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2e0\uacbd\ub9dd\uc740 \uacbd\ub9e4\ub2f9 \uc218\ucc9c \uac1c\uc758 \ubcc0\uc218\ub97c \ud3c9\uac00\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc218\ub3d9 \ub2a5\ub825\uc744 \ud6e8\uc52c \ucd08\uc6d4\ud569\ub2c8\ub2e4. \uc774 \uae30\ubc18\uc740 \uad11\uace0\uc8fc\ub4e4\uc774 \ubc18\uc751\uc801 \uc804\ub7b5\uc5d0\uc11c \uc608\uce21\uc801 \uc804\ub7b5\uc73c\ub85c \uc804\ud658\ud558\ub3c4\ub85d \ud558\uc5ec \uc9c0\uc18d\uc801\uc778 \uacbd\uc7c1\ub825\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uae30\uc874 \ud50c\ub7ab\ud3fc\uacfc\uc758 \ud1b5\ud569<\/h3>\n<p>Google Ads\uc640 Microsoft Advertising\uacfc \uac19\uc740 \uc8fc\uc694 \ud50c\ub7ab\ud3fc\uc740 \uc774\uc81c AI \uae30\ub2a5\uc744 \uae30\ubcf8\uc801\uc73c\ub85c \ub0b4\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad11\uace0\uc8fc\ub4e4\uc740 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc804\ud658\uc744 \ucd5c\uc801\ud654\ud558\ub294 \uc2a4\ub9c8\ud2b8 \uc785\ucc30 \uc635\uc158\uc744 \ud65c\uc131\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc6a9\uc801\uc778 \uc608\ub85c\ub294 AI\uac00 \ud5e4\ub4dc\ub77c\uc778\uacfc \uc124\uba85\uc758 \uc870\ud569\uc744 \ud14c\uc2a4\ud2b8\ud558\uc5ec \ucd5c\uace0 \uc131\uacfc\uc790\ub97c \uc2dd\ubcc4\ud558\ub294 \ubc18\uc751\ud615 \uac80\uc0c9 \uad11\uace0\uac00 \uc788\uc73c\uba70, \uc774\ub294 \uc885\uc885 \ucc38\uc5ec\uc728\uc744 15% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc6d0\ud65c\ud55c API \uc5f0\uacb0\uc740 \uc774\ub7ec\ud55c \uc0dd\ud0dc\uacc4\ub97c \uac15\ud654\ud558\ub294 \ub9de\ucda4\ud615 AI \ub3c4\uad6c\ub97c \ud5c8\uc6a9\ud558\uc5ec \ud1b5\ud569\ub41c \ucd5c\uc801\ud654 \uacc4\uce35\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<h2>AI\ub97c \ud1b5\ud55c \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d<\/h2>\n<p>\uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc740 <a href=\"https:\/\/alienroad.com\/ai-optimization-2\/ai-advertising-optimization-advanced-strategies-for-2025-success-3\/\">AI \uad11\uace0 \ucd5c\uc801\ud654<\/a>\uc758 \ucd08\uc11d\uc73c\ub85c, \ucea0\ud398\uc778 \ubbfc\ucca9\uc131\uc744 \ucd09\uc9c4\ud558\ub294 \uc989\uac01\uc801\uc778 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubc30\uce58 \ucc98\ub9ac \ubc29\ubc95\uacfc \ub2ec\ub9ac AI\ub294 \uc9c0\ud45c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uba70, \ubc1c\uc0dd\ud558\ub294 \uae30\ud68c\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud574 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc8fc\uc694 \uc9c0\ud45c\uc758 \ub3d9\uc801 \ubaa8\ub2c8\ud130\ub9c1<\/h3>\n<p>AI \ub3c4\uad6c\ub294 \ud074\ub9ad\ub2f9 \ube44\uc6a9(CPC), \ub178\ucd9c \uc810\uc720\uc728, \ud488\uc9c8 \uc810\uc218\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucd94\uc801\ud569\ub2c8\ub2e4. \uc774\uc0c1 \ud0d0\uc9c0\ub97c \uc801\uc6a9\ud558\uc5ec \ud2b8\ub798\ud53d\uc758 \uac11\uc791\uc2a4\ub7ec\uc6b4 \uac10\uc18c\uc640 \uac19\uc740 \ud3b8\ucc28\ub97c \ud50c\ub798\uadf8\ud558\uace0 \uc218\uc815 \uc870\uce58\ub97c \ucd94\ucc9c\ud569\ub2c8\ub2e4. 2023\ub144 Forrester \ubcf4\uace0\uc11c\uc758 \ub370\uc774\ud130\uc5d0 \ub530\ub974\uba74 AI \uae30\ubc18 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\ub294 \ucea0\ud398\uc778\uc740 \uc131\uacfc \ubcc0\ud654\uc5d0 \ub300\ud55c \uc751\ub2f5 \uc2dc\uac04\uc744 25% \ub2e8\ucd95\ud558\uc5ec \uc190\uc2e4\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ucd94\uc138 \uc608\uce21\uc744 \uc704\ud55c \uc608\uce21 \ubd84\uc11d<\/h3>\n<p>\uad00\ucc30\uc744 \ub118\uc5b4 AI\ub294 \uc2dc\uacc4\uc5f4 \uc608\uce21\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubbf8\ub798 \ucd94\uc138\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uacfc\uac70 \ud328\ud134\uacfc \ub0a0\uc528 \ub370\uc774\ud130\uc640 \uac19\uc740 \uc678\ubd80 \uc694\uc778\uc744 \ubd84\uc11d\ud558\uc5ec \ud734\uc77c \ub3d9\uc548\uc758 \ud53c\ud06c \uac80\uc0c9\ub7c9\uc744 \uc608\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc0ac\uc804\uc801 \ud0dc\ub3c4\ub294 \uc790\uc6d0 \ud560\ub2f9\uc744 \ud5a5\uc0c1\uc2dc\ucf1c \uace0\uac00\uce58 \uae30\uac04 \ub3d9\uc548 \uad11\uace0\uac00 \ucd5c\uc801\uc73c\ub85c \uc218\ud589\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h2>\uba38\uc2e0\ub7ec\ub2dd\uc744 \ud1b5\ud55c \uccad\uc911 \uc138\ubd84\ud654 \uac15\ud654<\/h2>\n<p>\uccad\uc911 \uc138\ubd84\ud654\ub294 AI \uad11\uace0 \ucd5c\uc801\ud654\ub85c\ubd80\ud130 \ub9c9\ub300\ud55c \uc774\uc810\uc744 \uc5bb\uc73c\uba70, \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc640 \uae4a\uc774 \uacf5\uba85\ud558\ub294 \ud558\uc774\ud37c \ud0c0\uac9f\ud305 \ucea0\ud398\uc778\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uc138\ubd84\ud654\ub294 \uc885\uc885 \uad11\ubc94\uc704\ud55c \uce74\ud14c\uace0\ub9ac\uc5d0 \uc758\uc874\ud558\uc9c0\ub9cc, AI\ub294 \uc138\ubc00\ud558\uace0 \ud589\ub3d9 \uae30\ubc18 \ud1b5\ucc30\uc744 \ud1b5\ud574 \uc774\ub97c \uc138\ubc00\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ub370\uc774\ud130 \uae30\ubc18 \ud398\ub974\uc18c\ub098 \uac1c\ubc1c<\/h3>\n<p>AI\ub294 \ube0c\ub77c\uc6b0\uc9d5 \uae30\ub85d, \uad6c\ub9e4 \uae30\ub85d, \uc18c\uc15c \uc0c1\ud638\uc791\uc6a9\uc73c\ub85c\ubd80\ud130\uc758 \uc2e0\ud638\ub97c \ucc98\ub9ac\ud558\uc5ec \ub3d9\uc801 \ud398\ub974\uc18c\ub098\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774\ub294 \uccad\uc911 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc744 \ucd08\ub798\ud558\uba70, \uace0\uc758\ub3c4 \uc1fc\ud37c\uc640 \uce90\uc8fc\uc5bc \ube0c\ub77c\uc6b0\uc800\uc5d0 \ub300\ud55c \uba54\uc2dc\uc9c0\ub97c \ub9de\ucda4\ud654\ud558\ub294 \ub4f1\uc758 \uc608\uc785\ub2c8\ub2e4. \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 \uc138\ubd84\ud654\ub41c \ucea0\ud398\uc778\uc740 \uad00\ub828\uc131\uc774 \uc0ac\uc6a9\uc790 \uc2e0\ub8b0\uc640 \ud589\ub3d9\uc744 \ub192\uc5ec \uc804\ud658\uc728\uc744 20% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<h3>\uc720\uc0ac \uccad\uc911 \ud655\uc7a5<\/h3>\n<p>\ud074\ub7ec\uc2a4\ud130\ub9c1 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec AI\ub294 \ucd5c\uace0 \uc804\ud658\uc790\uc758 \ud2b9\uc131\uc744 \ub9e4\uce6d\ud558\uc5ec \uc720\uc0ac \uccad\uc911\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc\uc740 \uc774 \ud655\uc7a5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \ud488\uc9c8\uc744 \ud76c\uc11d\ud558\uc9c0 \uc54a\uace0 \ub3c4\ub2ec \ubc94\uc704\ub97c \ud655\uc7a5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, 1,000\uba85\uc758 \uace0\uac1d \uc2dc\ub4dc \ubaa9\ub85d\uc5d0\uc11c 100,000\uac1c\uc758 \uc720\uc0ac \ud504\ub85c\ud544\ub85c \ud655\uc7a5\ud558\uba74 ROAS\ub97c 4:1 \uc774\uc0c1 \uc720\uc9c0\ud558\uba74\uc11c \ub9ac\ub4dc \uc591\uc744 40% \uc99d\uac00\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc804\ud658\uc728 \uac1c\uc120\uc744 \uc704\ud55c \uc804\ub7b5<\/h2>\n<p>\uc804\ud658\uc728 \uac1c\uc120\uc740 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc8fc\uc694 \ubaa9\ud45c\ub97c \ub098\ud0c0\ub0b4\uba70, AI\ub294 \ud074\ub9ad\uacfc \ud589\ub3d9 \uc0ac\uc774\uc758 \uaca9\ucc28\ub97c \uba54\uc6b0\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc804\uccb4 \ud37c\ub110\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368 AI\ub294 \ub4dc\ub86d\uc624\ud504\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \uac00\uce58\ub97c \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ub3d9\uc801 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ucd5c\uc801\ud654<\/h3>\n<p>AI\ub294 \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\uc5d0 \ub9de\ub294 \uc774\ubbf8\uc9c0\uc640 \uce74\ud53c\uc640 \uac19\uc740 \uc694\uc18c\ub97c \uc120\ud0dd\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uad11\uace0 \ubcc0\ud615\uc744 \uc0dd\uc131\ud558\uace0 \ud14c\uc2a4\ud2b8\ud569\ub2c8\ub2e4. \uccad\uc911 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ub3c4\ucd9c\ub41c \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc740 \ud2b9\uc815 \uace0\ud1b5 \uc9c0\uc810\uc744 \ub2e4\ub8e8\ub294 \uba54\uc2dc\uc9c0\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc804\uc790\uc0c1\uac70\ub798\uc758 \uacbd\uc6b0, \uc774\ub294 \uacfc\uac70 \uac80\uc0c9\uc5d0 \uae30\ubc18\ud55c \uc81c\ud488 \ucd94\ucc9c\uc744 \ubcf4\uc5ec\uc8fc\uba70, Google\uc758 \uc0ac\ub840 \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 \uc804\ud658\uc744 18% \uc99d\uac00\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<h3>\ub300\uaddc\ubaa8 A\/B \ud14c\uc2a4\ud2b8<\/h3>\n<p>AI\ub97c \ud1b5\ud55c \uc790\ub3d9\ud654\ub41c A\/B \ud14c\uc2a4\ud2b8\ub294 \uc138\uadf8\uba3c\ud2b8 \uc804\ubc18\uc758 \ub79c\ub529 \ud398\uc774\uc9c0\uc640 \ud589\ub3d9 \uc720\ub3c4\ub97c \ud3c9\uac00\ud569\ub2c8\ub2e4. \ud1b5\uacc4\uc801 \uc720\uc758\uc131\uc744 \uc2e0\uc18d\ud558\uac8c \ubd84\uc11d\ud558\uc5ec \uc2b9\uc790\ub97c \ud50c\ub7ab\ud3fc \uc804\uccb4\uc5d0 \ubc30\ud3ec\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad6c\ud604\uc758 \uc9c0\ud45c\ub294 \uc885\uc885 \uc804\ud658\uc728\uc5d0\uc11c 10-15%\uc758 \uc774\ub4dd\uc744 \ub4dc\ub7ec\ub0b4\uba70, AI\uc758 \ubc18\ubcf5\uc801 \uc138\ubc00\ud654 \uc5ed\ud560\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n<h2>\uc2e4\ubb34\uc5d0\uc11c \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac<\/h2>\n<p>\uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub294 AI \uad11\uace0 \ucd5c\uc801\ud654 \ud504\ub808\uc784\uc6cc\ud06c \ub0b4\uc5d0\uc11c \uc7ac\uc815 \ud1b5\uc81c\ub97c \uac04\uc18c\ud654\ud558\uba70, \ucd5c\uace0 \uc218\uc775\uc744 \ub0b4\ub294 \uacf3\uc5d0 \uc790\uae08\uc744 \ud560\ub2f9\ud569\ub2c8\ub2e4. \uc774 \uc790\ub3d9\ud654\ub294 \uc804\ub7b5\uac00\ub4e4\uc774 \ucc3d\uc758\uc801\uc774\uace0 \uace0\uae09 \uacb0\uc815\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc9c0\ub2a5\ud615 \uc785\ucc30 \uc870\uc815<\/h3>\n<p>AI\ub294 \uc608\uce21 \uc804\ud658 \uac00\ub2a5\uc131\uacfc \uc608\uc0b0 \uc81c\uc57d\uc5d0 \uae30\ubc18\ud558\uc5ec \uc785\ucc30\uc744 \uc870\uc815\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud0c0\uac9f ROAS \uc785\ucc30\uc740 \uc608\uc0c1 \uc218\uc775\uc5d0 \ubc18\ube44\ub840\ud558\uc5ec \uc9c0\ucd9c\uc744 \uc870\uc815\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc740 AI\uac00 \uc800\uac00\uce58 \ub178\ucd9c\uc5d0 \uacfc\ub3c4\ud55c \uc785\ucc30\uc744 \ud53c\ud568\uc73c\ub85c\uc368 \ud3c9\uade0 ROAS\ub97c 25% \ud5a5\uc0c1\uc2dc\ucf30\ub2e4\uace0 \ubcf4\uace0\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ucc44\ub110 \uac04 \ud560\ub2f9<\/h3>\n<p>\ub2e4\uc911 \ud50c\ub7ab\ud3fc \uc2dc\ub098\ub9ac\uc624\ub85c \ud655\uc7a5\ud558\uc5ec AI\ub294 \uac80\uc0c9, \ub514\uc2a4\ud50c\ub808\uc774, \uc18c\uc15c \uc804\ubc18\uc758 \uc608\uc0b0\uc744 \uade0\ud615\ud654\ud569\ub2c8\ub2e4. \uc18d\uc131 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc804\ud658\uc744 \uc815\ud655\ud558\uac8c \uc778\uc815\ud558\uace0 \uc790\uae08\uc744 \ub3d9\uc801\uc73c\ub85c \uc7ac\ubd84\ubc30\ud569\ub2c8\ub2e4. \ud45c\ub294 \uc7a0\uc7ac\uc801 \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4:<\/p>\n<table>\n<thead>\n<tr>\n<th>\ucc44\ub110<\/th>\n<th>\uc218\ub3d9 \ud560\ub2f9<\/th>\n<th>AI \ucd5c\uc801\ud654<\/th>\n<th>ROAS \ud5a5\uc0c1<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uac80\uc0c9<\/td>\n<td>60%<\/td>\n<td>55%<\/td>\n<td>+15%<\/td>\n<\/tr>\n<tr>\n<td>\ub514\uc2a4\ud50c\ub808\uc774<\/td>\n<td>20%<\/td>\n<td>25%<\/td>\n<td>+20%<\/td>\n<\/tr>\n<tr>\n<td>\uc18c\uc15c<\/td>\n<td>20%<\/td>\n<td>20%<\/td>\n<td>+12%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\uc774 \uc7ac\ubd84\ubc30\ub294 AI\uc758 \uc804\uccb4 \ucea0\ud398\uc778 \ud6a8\ub2a5 \ud5a5\uc0c1\uc5d0\uc11c\uc758 \uc815\ubc00\uc131\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n<h2>AI \uc2e4\ud589 \uc804\ub7b5\uc73c\ub85c \uc720\ub8cc \uac80\uc0c9\uc744 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc73c\ub85c \ub9cc\ub4e4\uae30<\/h2>\n<p>AI \ubaa8\ub4dc\uac00 \uc720\ub8cc \uac80\uc0c9 \uad11\uace0\ub97c \uacc4\uc18d \uc7ac\uc815\uc758\ud568\uc5d0 \ub530\ub77c \uc7a5\uae30\uc801 \uc131\uacf5\uc744 \uc704\ud55c \uc804\ub7b5\uc801 \uc2e4\ud589\uc774 \ucd5c\uc6b0\uc120\uc774 \ub429\ub2c8\ub2e4. \uc870\uc9c1\ub4e4\uc740 \uc774\ub7ec\ud55c \ubc1c\uc804\uc744 \uc644\uc804\ud788 \ud65c\uc6a9\ud558\uae30 \uc704\ud574 \uacac\uace0\ud55c \ub370\uc774\ud130 \uc778\ud504\ub77c\uc640 \uc219\ub828\ub41c \ud300\uc5d0 \ud22c\uc790\ud574\uc57c \ud569\ub2c8\ub2e4. \ud22c\uba85\ud55c \ub370\uc774\ud130 \ucc98\ub9ac\uc640 \uac19\uc740 \uc724\ub9ac\uc801 AI \uc0ac\uc6a9\uc744 \uac15\uc870\ud558\uba74 \uc18c\ube44\uc790 \uc2e0\ub8b0\ub97c \uad6c\ucd95\ud558\uace0 GDPR\uc640 \uac19\uc740 \uaddc\uc81c\ub97c \uc900\uc218\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc55e\uc73c\ub85c AI\uc640 \uc778\uac04 \uac10\ub3c5\uc744 \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc774 \uc9c0\ubc30\ud560 \uac83\uc774\uba70, \uc54c\uace0\ub9ac\uc998 \ud6a8\uc728\uc131\uacfc \ud568\uaed8 \uc138\ubc00\ud55c \ucc3d\uc758\uc801 \uc785\ub825\uc744 \ud5c8\uc6a9\ud569\ub2c8\ub2e4. \ucd08\uae30 \ucc44\ud0dd\uc790\ub4e4\uc740 McKinsey\uc758 \uc608\uce21\uc5d0 \ub530\ub974\uba74 AI\uac00 2030\ub144\uae4c\uc9c0 \uae00\ub85c\ubc8c GDP\uc5d0 13\uc870 \ub2ec\ub7ec\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc73c\uba70, \uadf8 \uc911 \ub9ce\uc740 \ubd80\ubd84\uc774 \ub9c8\ucf00\ud305 \ucd5c\uc801\ud654\ub97c \ud1b5\ud574 \uc9c0\uc18d\uc801\uc778 \uacbd\uc7c1 \uc6b0\uc704\ub97c \uae30\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ud658\uacfc ROAS\ub97c \ub192\uc774\uae30 \uc704\ud574 \uac1c\uc778\ud654\ub41c \uacbd\ud5d8\uacfc \uc2e4\uc2dc\uac04 \uc801\uc751\uc744 \uc704\ud55c AI \ud1b5\ud569\uc744 \uc6b0\uc120\uc2dc\ud558\uc2ed\uc2dc\uc624. \uc720\ub8cc \uac80\uc0c9 \ub178\ub825\uc744 \ub192\uc77c \uc900\ube44\uac00 \ub41c \uae30\uc5c5\ub4e4\uc740 \uc624\ub298 \ub9de\ucda4\ud615 AI \uad11\uace0 \ucd5c\uc801\ud654 \uc194\ub8e8\uc158\uc744 \ud0d0\uc0c9\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>Alien Road\ub294 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \ubcf5\uc7a1\uc131\uc744 \ud1b5\ud574 \uae30\uc5c5\uc744 \uc548\ub0b4\ud558\ub294 \ucd5c\uace0\uc758 \ucee8\uc124\ud305 \ud68c\uc0ac\uc785\ub2c8\ub2e4. \uc6b0\ub9ac \uc804\ubb38\uac00\ub4e4\uc740 \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d, \uccad\uc911 \uc138\ubd84\ud654, \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub97c \ud65c\uc6a9\ud558\ub294 \ub9de\ucda4\ud615 \uc804\ub7b5\uc744 \uc81c\uacf5\ud558\uc5ec \uc6b0\uc218\ud55c \uacb0\uacfc\ub97c \ub2ec\uc131\ud569\ub2c8\ub2e4. \uc804\ub7b5\uc801 \uc0c1\ub2f4\uc744 \uc704\ud574 Alien Road\uc5d0 \uc5f0\ub77d\ud558\uc5ec \uc720\ub8cc \uac80\uc0c9 \ucea0\ud398\uc778\uc744 \uace0\uc131\ub2a5 \uc790\uc0b0\uc73c\ub85c \uc804\ud658\ud558\uc2ed\uc2dc\uc624.<\/p>\n<h2>AI \ubaa8\ub4dc\uac00 \uc720\ub8cc \uac80\uc0c9 \uad11\uace0\ub97c \uc7ac\uc815\uc758\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud55c \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<h3>AI \uad11\uace0 \ucd5c\uc801\ud654\ub780 \ubb34\uc5c7\uc778\uac00?<\/h3>\n<p>AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc778\uacf5 \uc9c0\ub2a5 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc720\ub8cc \uac80\uc0c9 \ucea0\ud398\uc778\uc758 \ud6a8\uc728\uc131\uacfc \ud6a8\uacfc\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc785\ucc30 \uad00\ub9ac\uc640 \uad11\uace0 \uac1c\uc778\ud654\uc640 \uac19\uc740 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uba70, \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uc5ec \ud0c0\uac9f\ud305\uacfc \uc131\uacfc\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc2e4\uc2dc\uac04\uc73c\ub85c \uad11\uace0\ub97c \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc640 \ub9de\ucda4\uc73c\ub85c\uc368 \ub354 \ub192\uc740 ROAS\ub97c \uc774\ub04c\uba70, \uc720\ub8cc \uac80\uc0c9\uc744 \uc218\ub3d9\uc5d0\uc11c \uc9c0\ub2a5\uc801 \uc6b4\uc601\uc73c\ub85c \uadfc\ubcf8\uc801\uc73c\ub85c \uc804\ud658\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI\ub294 \uc720\ub8cc \uac80\uc0c9\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc744 \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294\uac00?<\/h3>\n<p>AI\ub294 \ub77c\uc774\ube0c \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ucc98\ub9ac\ud558\uc5ec \ucea0\ud398\uc778 \uc9c0\ud45c\ub97c \uc989\uc2dc \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc870\uc815\ud568\uc73c\ub85c\uc368 \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uac80\uc0c9\ub7c9 \ubcc0\ub3d9\uacfc \uac19\uc740 \ud328\ud134\uc744 \uac10\uc9c0\ud558\uace0 \uc608\uce21 \ubaa8\ub378\uc744 \uc801\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI\ub294 \uc989\uac01\uc801\uc778 \uc785\ucc30 \uc870\uc815\uc744 \ud1b5\ud574 CPC\ub97c 20% \uc904\uc77c \uc218 \uc788\uc73c\uba70, \uc778\uac04 \uac1c\uc785 \uc5c6\uc774 \ucea0\ud398\uc778\uc774 \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \uc801\uc751\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \uccad\uc911 \uc138\ubd84\ud654\uac00 \uc65c \uc911\uc694\ud55c\uac00?<\/h3>\n<p>\uccad\uc911 \uc138\ubd84\ud654\ub294 AI\uac00 \ud2b9\uc815 \uc0ac\uc6a9\uc790 \uadf8\ub8f9\uc5d0 \ub9de\ucda4\ud615 \uad11\uace0\ub97c \uc804\ub2ec\ud558\uc5ec \uad00\ub828\uc131\uacfc \ucc38\uc5ec\ub97c \uc99d\uac00\uc2dc\ud0a4\uae30 \ub54c\ubb38\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4. \ud589\ub3d9 \ub370\uc774\ud130\uc5d0 \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec AI\ub294 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc774 \uac04\uacfc\ud558\ub294 \ub9c8\uc774\ud06c\ub85c \uc138\uadf8\uba3c\ud2b8\ub97c \uc0dd\uc131\ud558\uba70, \uc774\ub294 \uc804\ud658\uc728\uc744 \ucd5c\ub300 25% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uc815\ubc00\uc131\uc740 \uad11\uace0 \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \uc601\ud5a5\uc744 \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI\ub294 \uc804\ud658\uc728 \uac1c\uc120\uc744 \uc704\ud574 \uc5b4\ub5a4 \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud558\ub294\uac00?<\/h3>\n<p>AI\ub294 \ub3d9\uc801 \uad11\uace0 \uc0dd\uc131\uacfc \uc608\uce21 \uc810\uc218\ub97c \ud1b5\ud574 \uc804\ud658\uc728\uc744 \ub192\uc774\ub294 \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \ubcc0\ud615\uc744 \ud14c\uc2a4\ud2b8\ud558\uc5ec \uac00\uc7a5 \ub9e4\ub825\uc801\uc778 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\ub97c \uc81c\uacf5\ud558\uba70, \ud37c\ub110 \ubd84\uc11d\uc740 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \ub4dc\ub86d\uc624\ud504 \uc9c0\uc810\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc778 \uc608\ub85c\ub294 \uac1c\uc778\ud654\ub41c \ucd94\ucc9c\uc744 \ud1b5\ud574 \uc804\uc790\uc0c1\uac70\ub798 \uc0ac\uc774\ud2b8\uc5d0\uc11c 15% \ud5a5\uc0c1\uc744 \ud3ec\ud568\ud558\uba70, \uc774\ub294 \uc9c1\uc811\uc801\uc73c\ub85c \ub354 \ub192\uc740 ROAS\uc640 \uc5f0\uacb0\ub429\ub2c8\ub2e4.<\/p>\n<h3>\uc720\ub8cc \uac80\uc0c9\uc5d0\uc11c AI\uc640 \ud568\uaed8 \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uac00?<\/h3>\n<p>AI\uc640 \ud568\uaed8 \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub294 \uc2e4\uc2dc\uac04 ROI \uc608\uce21\uc5d0 \uae30\ubc18\ud558\uc5ec \uc790\uae08\uc744 \ud560\ub2f9\ud558\ub294 \uc54c\uace0\ub9ac\uc998\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud0a4\uc6cc\ub4dc\uc640 \uae30\uae30 \uc804\ubc18\uc758 \uc9c0\ucd9c\uc744 \uc870\uc815\ud558\uc5ec \uace0\uac00\uce58 \uae30\ud68c\ub97c \uc6b0\uc120\uc2dc\ud558\uba70, \uc885\uc885 \ud6a8\uc728\uc131\uc744 30% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc2a4\ub9c8\ud2b8 \uc785\ucc30\uacfc \uac19\uc740 \ub3c4\uad6c\ub294 \uc608\uc0b0\uc774 \ucd5c\uc801\uc73c\ub85c \uc18c\uc9c4\ub418\ub3c4\ub85d \ud558\uc5ec \uc800\uc131\ub2a5 \uc694\uc18c\uc5d0 \uacfc\ub3c4\ud55c \uc9c0\ucd9c\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \ucd5c\uc801\ud654\uc5d0\uc11c \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc740 \uc5b4\ub5a4 \uc5ed\ud560\uc744 \ud558\ub294\uac00?<\/h3>\n<p>\uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc740 \uccad\uc911 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uac1c\ubcc4\uc801\uc73c\ub85c \uacf5\uba85\ud558\ub294 \uba54\uc2dc\uc9c0\ub97c \uc81c\uc791\ud569\ub2c8\ub2e4. AI\ub294 \uacfc\uac70 \uc0c1\ud638\uc791\uc6a9\uc744 \ubd84\uc11d\ud558\uc5ec \uac80\uc0c9 \ucffc\ub9ac\uc5d0 \ub300\ud55c \uc81c\ud488 \ub9e4\uce6d\uacfc \uac19\uc740 \ucf58\ud150\uce20\ub97c \ucd94\ucc9c\ud558\uba70, \ud074\ub9ad\ub960\uc744 18% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uac1c\uc778\ud654\ub294 \uc720\ub8cc \uac80\uc0c9\uc5d0\uc11c \uc9c0\uc18d\uc801\uc778 \ucc38\uc5ec\ub97c \ucd09\uc9c4\ud558\ub294 \ub354 \uac15\ud55c \uc5f0\uacb0\uc744 \uc721\uc131\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uae30\uc5c5\ub4e4\uc740 \uc65c \uc720\ub8cc \uac80\uc0c9 \uad11\uace0\ub97c \uc704\ud574 AI\ub97c \ucc44\ud0dd\ud574\uc57c \ud558\ub294\uac00?<\/h3>\n<p>\uae30\uc5c5\ub4e4\uc740 \uc218\ub3d9 \uad00\ub9ac\uac00 \ubd80\uc871\ud55c \ub370\uc774\ud130 \ud48d\ubd80\ud55c \ud658\uacbd\uc5d0\uc11c \uacbd\uc7c1\ub825\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 AI\ub97c \ucc44\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ud655\uc7a5 \uac00\ub2a5\ud55c \ud1b5\ucc30\uc744 \ud1b5\ud574 20-30% ROAS \uc99d\uac00\uc640 \uac19\uc740 \uce21\uc815 \uac00\ub2a5\ud55c \uc774\ub4dd\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uac80\uc0c9 \ud50c\ub7ab\ud3fc\uc774 \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c AI \ucc44\ud0dd\uc740 \uc54c\uace0\ub9ac\uc998 \ubcc0\ud654\uc5d0 \ub300\ud55c \ucea0\ud398\uc778\uc744 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<h3>AI\ub294 \uc720\ub8cc \uac80\uc0c9 \ucea0\ud398\uc778\uc5d0\uc11c ROAS\ub97c \uc5b4\ub5bb\uac8c \ub192\uc774\ub294\uac00?<\/h3>\n<p>AI\ub294 \ud0c0\uac9f\ud305\uc5d0\uc11c \uc785\ucc30\uae4c\uc9c0 \ubaa8\ub4e0 \ucea0\ud398\uc778 \uce21\uba74\uc744 \ucd5c\uc801\ud654\ud558\uc5ec ROAS\ub97c \ub192\uc785\ub2c8\ub2e4. \uace0\uac00\uce58 \ubc30\uce58\ub97c \uc2dd\ubcc4\ud558\uace0 \uc131\uacf5\uc801\uc778 \uc804\uc220\uc744 \ud655\uc7a5\ud558\uba70, \ub370\uc774\ud130\ub294 \ud3c9\uade0 25% \uc774\ub4dd\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc804\ub7b5\uc5d0\ub294 \uc218\uc775 \uc0dd\uc131 \ud074\ub9ad\uc744 \uc6b0\uc120\uc2dc\ud558\ub294 \uac00\uce58 \uae30\ubc18 \uc785\ucc30\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<h3>AI \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc758 \uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n<p>\uc774\uc810\uc5d0\ub294 \uc131\uacfc \ubcc0\ud654\uc5d0 \ub300\ud55c \uc989\uac01\uc801\uc778 \uc751\ub2f5\uc774 \ud3ec\ud568\ub418\uba70, \ub2e4\uc6b4\ud0c0\uc784\uc744 \uc904\uc774\uace0 \ucd94\uc138\ub97c \ud65c\uc6a9\ud569\ub2c8\ub2e4. AI\ub294 \ub300\uc2dc\ubcf4\ub4dc\ub97c \ud1b5\ud574 \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\uc744 \uc81c\uacf5\ud558\uc5ec \ucd5c\uc801\ud654\ub97c 15% \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \uc774 \ubbfc\ucca9\uc131\uc740 \ubcc0\ub3d9\uc801\uc778 \uc2dc\uc7a5\uc5d0\uc11c \ube44\uc6a9 \uc808\uac10\uacfc \ub354 \ub192\uc740 \uc804\ud658\uc728\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<h3>AI\ub294 \uc138\ubd84\ud654\ub97c \uc704\ud574 \uccad\uc911 \ub370\uc774\ud130\ub97c \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud558\ub294\uac00?<\/h3>\n<p>AI\ub294 \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \uc801\uc6a9\ud558\uc5ec \uc758\ub3c4 \uc2e0\ud638\ub97c \ub4dc\ub7ec\ub0c4\uc73c\ub85c\uc368 \uccad\uc911 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \ub2e4\uc911 \uc18c\uc2a4 \uc785\ub825\uc73c\ub85c\ubd80\ud130 \ud504\ub85c\ud544\uc744 \uad6c\ucd95\ud558\uc5ec \uc138\uadf8\uba3c\ud2b8\uac00 \ud589\ub3d9\uacfc \ud568\uaed8 \uc9c4\ud654\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub294 \uad11\uace0 \uad00\ub828\uc131\uacfc \uacb0\uacfc\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 40% \ub354 \uc815\ud655\ud55c \ud0c0\uac9f\ud305\uc744 \ucd08\ub798\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \uae30\ubc18 \uc804\ud658 \uac1c\uc120\uc5d0\uc11c \ucd94\uc801\ud574\uc57c \ud560 \uc9c0\ud45c\ub294 \ubb34\uc5c7\uc778\uac00?<\/h3>\n<p>\uc8fc\uc694 \uc9c0\ud45c\uc5d0\ub294 \uc804\ud658\uc728, \ud68d\ub4dd\ub2f9 \ube44\uc6a9, \uc18d\uc131 \uacbd\ub85c\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. AI\ub294 \ub2e4\uc911 \ud130\uce58 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc601\ud5a5\uc744 \uc815\ud655\ud558\uac8c \uc778\uc815\ud558\uba70 \uc804\uccb4\uc801\uc73c\ub85c \ucd94\uc801\ud569\ub2c8\ub2e4. \ubaa8\ub2c8\ud130\ub9c1\uc740 \uae30\uae30\ubcc4 \uc804\ud658\uacfc \uac19\uc740 \ud328\ud134\uc744 \ub4dc\ub7ec\ub0b4\uc5b4 10-20% \uc774\ub4dd\uc744 \uc704\ud55c \uc138\ubc00\ud654\ub97c \uc548\ub0b4\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc608\uc0b0 \ud6a8\uc728\uc131\uc744 \uc704\ud574 \uc790\ub3d9\ud654\ub41c \uad00\ub9ac\uac00 \uc65c \ud544\uc218\uc801\uc778\uac00?<\/h3>\n<p>\uc790\ub3d9\ud654\ub41c \uad00\ub9ac\ub294 \uc131\uacfc \ub370\uc774\ud130\uc640 \uc608\uc0b0\uc744 \ub9de\ucda4\uc73c\ub85c\uc368 \uc778\uac04 \ud3b8\ud5a5\uc744 \ud53c\ud569\ub2c8\ub2e4. \uc790\uae08\uc744 \ub3d9\uc801\uc73c\ub85c \uc7ac\ud560\ub2f9\ud558\uc5ec 25% \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \ub2ec\uc131\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ucea0\ud398\uc778\uc5d0\uc11c \uc774 \ud655\uc7a5\uc131\uc740 \uc800\uc131\ub2a5\uc790\uc5d0 \ub300\ud55c \uc18c\uc9c4\uc744 \ubc29\uc9c0\ud558\uc5ec \uc218\uc775\uc131\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI\ub294 \uc804\ud1b5\uc801\uc778 \uc720\ub8cc \uac80\uc0c9 \uc804\uc220\uc744 \uc5b4\ub5bb\uac8c \uc7ac\uc815\uc758\ud558\ub294\uac00?<\/h3>\n<p>AI\ub294 \uaddc\uce59 \uae30\ubc18 \uc811\uadfc\uc744 \ub118\uc5b4 \uc608\uce21 \uc694\uc18c\ub97c \ub3c4\uc785\ud568\uc73c\ub85c\uc368 \uc804\uc220\uc744 \uc7ac\uc815\uc758\ud569\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8\uc640 \ud559\uc2b5 \ub8e8\ud504\ub97c \uc790\ub3d9\ud654\ud558\uc5ec \ubc18\ubcf5\uc744 \uac00\uc18d\ud654\ud569\ub2c8\ub2e4. \ucea0\ud398\uc778\uc740 \uacb0\uacfc \uc911\uc2ec \uc124\uacc4\ub85c \uc804\ud658\ub418\uba70, AI\uac00 \ubcf5\uc7a1\uc131\uc744 \ucc98\ub9ac\ud558\uc5ec \ub354 \ub0ae\uc740 \ube44\uc6a9\uc73c\ub85c \ub354 \ub192\uc740 \ucc38\uc5ec\uc640 \uac19\uc740 \uc6b0\uc218\ud55c \uacb0\uacfc\ub97c \uc0b0\ucd9c\ud569\ub2c8\ub2e4.<\/p>\n<h3>AI \uad11\uace0 \ucd5c\uc801\ud654 \uad6c\ud604\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub3c4\uc804\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n<p>\ub3c4\uc804\uc5d0\ub294 \ub370\uc774\ud130 \ud488\uc9c8 \ubb38\uc81c\uc640 \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uacfc\uc758 \ud1b5\ud569 \uc7a5\uc560\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub514\uc9c0\ud138 \ub9c8\ucf00\ud305\uc758 \ube60\ub974\uac8c \uc9c4\ud654\ud558\ub294 \ud658\uacbd\uc5d0\uc11c AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc720\ub8cc \uac80\uc0c9 \uad11\uace0\uc758 \ubcc0\ud601\uc801\uc778 \ud798\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc218\ub3d9 \uc870\uc815\uacfc \uc815\uc801 \uaddc\uce59\uc5d0 \uc758\uc874\ud558\ub294 \uc804\ud1b5\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc740 \ub3d9\uc801\uc778 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uacfc \uc2dc\uc7a5 \ubcc0\ub3d9\uc5d0 \ub530\ub77c\uc7a1\uae30 \uc5b4\ub824\uc6b4 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uacfc \uc608\uce21 \ubd84\uc11d\uc73c\ub85c \uad6c\ub3d9\ub418\ub294 AI \ubaa8\ub4dc\ub294 \uc9c0\uc18d\uc801\uc774\uace0 \ub370\uc774\ud130 \uae30\ubc18\uc758 \uc138\ubc00\ud55c \uc870\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \ucea0\ud398\uc778 \uc131\uacfc\ub97c \ud5a5\uc0c1\uc2dc\ud0b4\uc73c\ub85c\uc368 \uc774 \ubd84\uc57c\ub97c \uc7ac\uc815\uc758\ud569\ub2c8\ub2e4. \uc774 \ubcc0\ud654\ub294 \uc6b4\uc601\uc744 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