{"id":101950,"date":"2026-03-25T08:58:30","date_gmt":"2026-03-25T08:58:30","guid":{"rendered":"https:\/\/alienroad.com\/%eb%b6%84%eb%a5%98%eb%90%98%ec%a7%80-%ec%95%8a%ec%9d%8c\/mastering-ai-advertising-optimization-the-path-to-data-drive\/"},"modified":"2026-04-05T23:21:12","modified_gmt":"2026-04-05T23:21:12","slug":"mastering-ai-advertising-optimization-the-path-to-data-drive","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\/mastering-ai-advertising-optimization-the-path-to-data-drive\/","title":{"rendered":"AI \uad11\uace0 \ucd5c\uc801\ud654 \ub9c8\uc2a4\ud130\ud558\uae30: \ub370\uc774\ud130 \uae30\ubc18 \ucea0\ud398\uc778 \uc6b0\uc218\uc131\uc73c\ub85c \uac00\ub294 \uae38"},"content":{"rendered":"

\uad11\uace0\ub294 \uc624\ub7ab\ub3d9\uc548 \ube44\uc988\ub2c8\uc2a4 \uc131\uc7a5\uc758 \ucd08\uc11d\uc774\uc5c8\uc9c0\ub9cc, \uc5ec\uc804\ud788 \uc9c8\ubb38\uc774 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4: AI\uac00 \uad11\uace0\ub97c \uc644\uc804\ud788 \uc7a5\uc545\ud560\uae4c\uc694? \uc778\uacf5 \uc9c0\ub2a5\uc774 \ub514\uc9c0\ud138 \ud658\uacbd\uc744 \uacc4\uc18d \uce68\ud22c\ud568\uc5d0 \ub530\ub77c, \ub9c8\ucf00\ud305\uacfc \uc601\uc5c5 \uc804\ubb38\uac00\ub4e4\uc740 \uadf8 \ud568\uc758\ub97c \uc9c1\uba74\ud574\uc57c \ud569\ub2c8\ub2e4. AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc911\ucd94\uc801\uc778 \uc804\ud658\uc744 \ub098\ud0c0\ub0b4\uba70, \uad11\uace0\uc8fc\ub4e4\uc774 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc804\ub840 \uc5c6\ub294 \ud6a8\uc728\uc131\uacfc \uc815\ubc00\uc131\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc778\uac04\uc758 \uc9c1\uad00\uc774 \uc804\ub7b5\uc744 \uc9c0\uc2dc\ud558\ub358 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc5d0\uc11c \ubc97\uc5b4\ub098, \ub370\uc774\ud130\uac00 \ubaa8\ub4e0 \uacb0\uc815\uc744 \uc88c\uc6b0\ud558\ub294 \uc601\uc5ed\uc73c\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4. \ud575\uc2ec \ub17c\uc7c1\uc740 AI\uac00 \uc778\uac04\uc758 \uc5ed\ud560\uc744 \ub300\uccb4\ud560\uc9c0 \uc544\ub2c8\uba74 \ubcf4\uc644\ud560\uc9c0, \ucea0\ud398\uc778 \uc131\uacfc\ub97c \uc0c8\ub85c\uc6b4 \ucc28\uc6d0\uc73c\ub85c \ub04c\uc5b4\uc62c\ub9ac\ub294 \uacf5\uc0dd \uc0dd\ud0dc\uacc4\ub97c \ucc3d\ucd9c\ud560\uc9c0\uc5d0 \ucd08\uc810\uc774 \ub9de\ucdb0\uc838 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ubcf8\uc9c8\uc801\uc73c\ub85c AI\ub294 \uad11\uace0\ub97c “\uc7a5\uc545”\ud558\ub824\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc7ac\uc815\uc758\ud558\ub824 \ud569\ub2c8\ub2e4. \ud604\ub300 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc0dd\uc131\ub418\ub294 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uace0\ub824\ud574 \ubcf4\uc2ed\uc2dc\uc624: \uc218\uc2ed\uc5b5 \uac74\uc758 \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9, \ud589\ub3d9 \ud328\ud134, \uadf8\ub9ac\uace0 \ub9e5\ub77d \uc2e0\ud638. \uc774 \uc815\ubcf4\uc758 \uc218\ub3d9 \ucc98\ub9ac\ub294 \ube44\ud604\uc2e4\uc801\uc774\uba70, AI\ub294 \uc774\ub97c \uc989\uc2dc \ubd84\uc11d\ud558\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Google Ads\uc640 Facebook Advertising Manager \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 \uc774\ubbf8 AI\ub97c \ud1b5\ud569\ud558\uc5ec \uc785\ucc30 \uc870\uc815\uacfc \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ubcc0\ud615\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. \uacb0\uacfc\ub294? \ub3d9\uc801\uc73c\ub85c \uc801\uc751\ud558\ub294 \ucea0\ud398\uc778\uc73c\ub85c, \ub0ad\ube44\ub97c \ucd5c\uc18c\ud654\ud558\uace0 \uc601\ud5a5\uc744 \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4. \uc774 \uc9c4\ud654\ub294 \ucd94\uce21\uc774 \uc544\ub2d9\ub2c8\ub2e4; Gartner \uac19\uc740 \ucd9c\ucc98\uc758 \uc0b0\uc5c5 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74, 2025\ub144\uae4c\uc9c0 \ub9c8\ucf00\ud305 \uacb0\uc815\uc758 80%\uac00 AI\ub97c \ud1b5\ud574 \uc790\ub3d9\ud654\ub420 \uac83\uc774\uba70, \uc774\ub294 \uc9c0\ubc30\uac00 \uc544\ub2cc \ud1b5\ud569\uc73c\ub85c\uc758 \ubd88\uac00\ud53c\ud55c \ud589\uc9c4\uc744 \uac15\uc870\ud569\ub2c8\ub2e4.<\/p>\n

\uadf8\ub7ec\ub098 \ud68c\uc758\ub860\uc740 \uc5ec\uc804\ud569\ub2c8\ub2e4. \ube44\ud3c9\uac00\ub4e4\uc740 AI\uac00 \uc778\uac04 \uc804\ub7b5\uac00\uc758 \ubbf8\ubb18\ud55c \ucc3d\uc758\uc131\uc744 \uacb0\uc5ec\ud558\uc5ec, \ub3d9\uc9c8\ud654\ub41c \uad11\uace0 \uacbd\ud5d8\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\ub2e4\uace0 \uc8fc\uc7a5\ud569\ub2c8\ub2e4. \uc9c0\uc9c0\uc790\ub4e4\uc740 AI\uc758 \uac15\uc810\uc774 \ud655\uc7a5\uc131\uacfc \uac1d\uad00\uc131\uc5d0 \uc788\uc73c\uba70, \uc778\uac04\uc744 \uace0\uae09 \uc804\ub7b5\uc5d0 \uc790\uc720\ub86d\uac8c \ud55c\ub2e4\ub294 \uc810\uc744 \ubc18\ubc15\ud569\ub2c8\ub2e4. \uc774 \uae30\uc0ac\uc5d0\uc11c \uc6b0\ub9ac\ub294 AI \uad11\uace0 \ucd5c\uc801\ud654\uac00 \uccad\uc911 \ud0c0\uac9f\ud305\ubd80\ud130 \uc131\uacfc \uce21\uc815\uae4c\uc9c0 \ud575\uc2ec \ub3c4\uc804\uc744 \uc5b4\ub5bb\uac8c \ud574\uacb0\ud558\ub294\uc9c0 \ud0d0\uad6c\ud558\uba70, \ube44\uc988\ub2c8\uc2a4\uac00 AI \ubcf4\uac15\ub41c \ubbf8\ub798\uc5d0\uc11c \ubc88\uc601\ud560 \uc218 \uc788\ub294 \ub85c\ub4dc\ub9f5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc2e4\uc138\uacc4 \uc801\uc6a9\uacfc \uc9c0\ud45c\ub97c \uac80\ud1a0\ud568\uc73c\ub85c\uc368, \uc724\ub9ac\uc801\uc774\uace0 \ud601\uc2e0\uc801\uc778 \uc2e4\ud589\uc5d0 \ud544\uc218\uc801\uc778 \uc778\uac04 \uc694\uc18c\ub97c \uac04\uacfc\ud558\uc9c0 \uc54a\uace0 \ubcc0\ud601\uc801 \uc7a0\uc7ac\ub825\uc744 \uc870\uba85\ud569\ub2c8\ub2e4.<\/p>\n

\uad11\uace0\uc5d0\uc11c\uc758 AI \uae30\ucd08<\/h2>\n

\uad11\uace0\uc5d0\uc11c\uc758 AI\uc758 \ubfcc\ub9ac\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \uadf8 \ud604\uc7ac \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\ub294 \ub370 \uc911\uc694\ud569\ub2c8\ub2e4. \uc5ed\uc0ac\uc801\uc73c\ub85c \uad11\uace0\ub294 \uc778\uad6c\ud1b5\uacc4 \ud504\ub85c\ud30c\uc77c\ub9c1\uacfc \uad11\ubc94\uc704\ud55c \ubbf8\ub514\uc5b4 \uad6c\ub9e4\uc5d0 \uc758\uc874\ud588\uc73c\uba70, \uc885\uc885 \ub0ae\uc740 \uad00\ub828\uc131\uacfc \ub192\uc740 \ube44\uc6a9\uc73c\ub85c \uc774\uc5b4\uc84c\uc2b5\ub2c8\ub2e4. AI\ub294 \uc608\uce21 \ubd84\uc11d\uacfc \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud1b5\ud574 \ud328\ub7ec\ub2e4\uc784 \uc804\ud658\uc744 \ub3c4\uc785\ud558\uba70, \uc774\ub294 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uae30\ucd08\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\uc220\uc740 \uc5ed\uc0ac\uc801 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud558\uba70, \ubc18\uc751\uc801 \uc218\uc815\uc774 \uc544\ub2cc \uc0ac\uc804 \uc870\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n

\uc8fc\uc694 \uae30\ucd08 \uc911 \ud558\ub098\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc640 \ucef4\ud4e8\ud130 \ube44\uc804\uc758 \ud1b5\ud569\uc785\ub2c8\ub2e4. NLP\ub294 \uc0ac\uc6a9\uc790 \ucffc\ub9ac\uc640 \uac10\uc815\uc744 \ud574\ub3c5\ud558\uba70, \ucef4\ud4e8\ud130 \ube44\uc804\uc740 \uad11\uace0\uc758 \uc2dc\uac01 \uc694\uc18c\ub97c \ucc38\uc5ec \uc7a0\uc7ac\ub825\uc73c\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4. \ud568\uaed8 \uadf8\ub4e4\uc740 \uc9c0\uc18d\uc801\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \ubc18\ubcf5\ud558\ub294 \uc815\uad50\ud55c \uc2dc\uc2a4\ud15c\uc758 \uae30\ubc18\uc744 \ud615\uc131\ud569\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4\uc5d0\uac8c \uc774\ub294 \uc2dc\uc7a5 \uc870\uac74\uc5d0 \ub530\ub77c \uc9c4\ud654\ud558\ub294 \uc815\uc801 \ucea0\ud398\uc778\uc5d0\uc11c \ub3d9\uc801 \ucea0\ud398\uc778\uc73c\ub85c\uc758 \uc804\ud658\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n

\uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc774 \ucd08\uae30 \uc124\uc815\uc744 \uc5b4\ub5bb\uac8c \uad6c\ub3d9\ud558\ub294\uac00<\/h3>\n

\uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998<\/a>\uc740 \ucea0\ud398\uc778 \uc124\uc815 \uc911 \ubc29\ub300\ud55c \ub370\uc774\ud130\uc14b\uc744 \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \ud575\uc2ec\uc744 \ud615\uc131\ud569\ub2c8\ub2e4. \uacfc\uac70 \uc804\ud658 \uc774\ubca4\ud2b8 \uac19\uc740 \ub808\uc774\ube14\ub41c \ub370\uc774\ud130\ub85c \ud6c8\ub828\ub41c \uc9c0\ub3c4 \ud559\uc2b5 \ubaa8\ub378\uc740 \uc5b4\ub5a4 \uad11\uace0 \ubcc0\ud615\uc774 \uac00\uc7a5 \uc798 \uc218\ud589\ub420\uc9c0 \uc608\uce21\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc18c\ub9e4 \ube0c\ub79c\ub4dc\ub294 \uc5ed\uc0ac\uc801 \ud310\ub9e4 \ub370\uc774\ud130\ub97c \uc785\ub825\ud558\uc5ec AI\uac00 \ucd08\uae30 \ud0c0\uac9f\ud305 \ub9e4\uac1c\ubcc0\uc218\ub97c \ucd94\ucc9c\ud558\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uac04\uc744 \uc808\uc57d\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc9c0\uc18d\uc801\uc778 \uc138\ubc00\ud654\uc758 \uae30\uc900\uc744 \uc124\uc815\ud558\uba70, \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74 \ucd5c\uc801\ud654\ub41c \uc124\uc815\ub9cc\uc73c\ub85c \ud074\ub9ad\ub960(CTR)\uc774 \ucd5c\ub300 30% \ud5a5\uc0c1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d: AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \ud575\uc2ec<\/h2>\n

\uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d<\/a>\uc740 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \ud2b9\uc9d5\uc73c\ub85c, \uad11\uace0\uc8fc\ub4e4\uc774 \ucea0\ud398\uc778\uc744 \uc989\uc2dc \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc870\uc815\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \ubd84\uc11d\uc740 \uc885\uc885 \uc9c0\uc5f0 \ubcf4\uace0\ub97c \ud3ec\ud568\ud558\uc5ec \uae30\ud68c\ub97c \ub193\uce58\uac8c \ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c AI\ub294 \ubc00\ub9ac\ucd08 \ub2e8\uc704\ub85c \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ucc98\ub9ac\ud558\uc5ec \ub178\ucd9c, \ud074\ub9ad, \ucc38\uc5ec \uac19\uc740 \uc9c0\ud45c\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n

\uc774 \ub2a5\ub825\uc740 AI\uac00 \uc774\uc0c1 \uc9d5\ud6c4\uc640 \ucd94\uc138\ub97c \uc989\uc2dc \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \ucd5c\uc801\ud654 \ud504\ub85c\uc138\uc2a4\ub97c \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294\uc9c0 \uac15\uc870\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc9c0\uc5ed\uc5d0\uc11c \ub85c\ub529 \ubb38\uc81c\ub85c \ube44\ub514\uc624 \uad11\uace0\uac00 \uc800\uc870\ud55c \uc131\uacfc\ub97c \ubcf4\uc774\uba74, AI\ub294 \uc774\ub97c \uc77c\uc2dc \uc911\uc9c0\ud558\uace0 \uc608\uc0b0\uc744 \ucd08 \ub2e8\uc704\ub85c \uc7ac\ubc30\ubd84\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc778 \uc9c0\ud45c\uac00 \uc774\ub97c \ub4b7\ubc1b\uce68\ud569\ub2c8\ub2e4: Adobe\uc758 \uc0ac\ub840 \uc5f0\uad6c\uc5d0 \ub530\ub974\uba74, AI \uae30\ubc18 \uc2e4\uc2dc\uac04 \uc870\uc815\uc774 \uc8fc\uc694 \uc804\uc790\uc0c1\uac70\ub798 \ud074\ub77c\uc774\uc5b8\ud2b8\uc758 \uad11\uace0 \uc9c0\ucd9c \uc218\uc775\ub960(ROAS)\uc744 25% \uc99d\uac00\uc2dc\ucf30\uc73c\uba70, \uad6c\uccb4\uc801\uc778 ROI\ub97c \uc785\uc99d\ud569\ub2c8\ub2e4.<\/p>\n

\uc989\uac01\uc801\uc778 \ud1b5\ucc30\uc744 \uc704\ud55c \ub3c4\uad6c\uc640 \uc9c0\ud45c<\/h3>\n

\ud544\uc218 \ub3c4\uad6c\uc5d0\ub294 Google Analytics 360 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc758 \ub300\uc2dc\ubcf4\ub4dc\ub098 Optimizely\uc758 \uc804\ubb38 AI \uc194\ub8e8\uc158<\/a>\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ucd94\uc801\ub418\ub294 \uc8fc\uc694 \uc9c0\ud45c\uc5d0\ub294 \uc774\ud0c8\ub960, \uc138\uc158 \uc9c0\uc18d \uc2dc\uac04, \uc804\ud658 \ud37c\ub110\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \uad11\uace0\uc8fc\ub4e4\uc740 \uc138\ubc00\ud55c \uac00\uc2dc\uc131\uc744 \uc5bb\uc5b4, \ucea0\ud398\uc778 \ubaa8\uba58\ud140\uc744 \uc55e\uc73c\ub85c \ub098\uc544\uac00\uac8c \ud558\ub294 \ub370\uc774\ud130 \uae30\ubc18 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

AI\ub85c \uad6c\ub3d9\ub418\ub294 \uccad\uc911 \uc138\ubd84\ud654<\/h2>\n

AI\ub97c \ud1b5\ud574 \uc138\ub828\ub41c \uccad\uc911 \uc138\ubd84\ud654<\/a>\ub294 \uad11\ubc94\uc704\ud55c \ud0c0\uac9f\ud305\uc744 \ud558\uc774\ud37c-\uac1c\uc778\ud654\ub41c \uc544\uc6c3\ub9ac\uce58\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \ud589\ub3d9, \uc2ec\ub9ac\uadf8\ub798\ud53d, \ub9e5\ub77d \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uc0ac\uc6a9\uc790 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc73c\ub85c \uc5ec\uae30\uc11c \ud0c1\uc6d4\ud558\uba70, \uc218\ub3d9 \uc138\ubd84\ud654\uc758 \ud55c\uacc4\ub97c \ud6e8\uc52c \ucd08\uc6d4\ud569\ub2c8\ub2e4.<\/p>\n

AI\ub294 \uccad\uc911 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc744 \uc0dd\uc131\ud568\uc73c\ub85c\uc368 \uc774 \ud504\ub85c\uc138\uc2a4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \uacfc\uac70 \uc0c1\ud638\uc791\uc6a9\uc744 \ubd84\uc11d\ud558\uc5ec \uba54\uc2dc\uc9c0\ub97c \ub9de\ucda4\ud615\uc73c\ub85c \uc870\uc815\ud558\uba70, \uc608\ub97c \ub4e4\uc5b4 \ucd5c\uadfc \uc6b4\ub3d9 \ub8e8\ud2f4\uc744 \uac80\uc0c9\ud55c \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud53c\ud2b8\ub2c8\uc2a4 \uc7a5\ube44\ub97c \ucd94\ucc9c\ud569\ub2c8\ub2e4. \uc774 \uc815\ubc00\uc131\uc740 \uad00\ub828\uc131\uc744 \ub192\uc774\uba70, McKinsey \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 \uac1c\uc778\ud654\ub41c \ucea0\ud398\uc778\uc740 \uc77c\ubc18\uc801\uc778 \uac83\uc5d0 \ube44\ud574 \ucc38\uc5ec\uc728\uc744 \ucd5c\ub300 20% \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\ud589\ub3d9 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc704\ud55c \uace0\uae09 \uae30\ubc95<\/h3>\n

k-\ud3c9\uade0 \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \ud611\uc5c5 \ud544\ud130\ub9c1 \uac19\uc740 \uae30\ubc95\uc740 AI\uac00 \uc0ac\uc6a9\uc790\ub97c \ub3d9\uc801\uc73c\ub85c \uadf8\ub8f9\ud654\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4\ub4e4\uc740 Segment\ub098 Tealium \uac19\uc740 \ub3c4\uad6c\uc758 API\ub97c \ud1b5\ud574 \uc774\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc73c\uba70, \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\uac00 \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c \uc138\uadf8\uba3c\ud2b8\uac00 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uacb0\uacfc? \ud2c8\uc0c8 \uadf8\ub8f9\uacfc \uae4a\uc774 \uacf5\uba85\ud558\ub294 \ub354 \ud6a8\uacfc\uc801\uc778 \uad11\uace0 \uc804\ub2ec\uc785\ub2c8\ub2e4.<\/p>\n

\uc804\ud658\uc728 \ud5a5\uc0c1\uc744 \uc704\ud55c \uc804\ub7b5<\/h2>\n

\uc804\ud658\uc728 \ud5a5\uc0c1\uc740 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc8fc\uc694 \ubaa9\ud45c\ub85c, AI\uac00 \ub9c8\ucc30 \uc9c0\uc810\uc744 \uc2dd\ubcc4\ud558\uace0 \uac1c\uc120\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 AI\ub294 \ub4dc\ub86d\uc624\ud504 \ub2e8\uacc4\ub97c \ud30c\uc545\ud558\uace0 A\/B \ud14c\uc2a4\ud2b8 \ub3d9\uc801 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uac19\uc740 \uac1c\uc785\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4.<\/p>\n

\uc804\ud658\uacfc ROAS\ub97c \ub192\uc774\ub294 \uc804\ub7b5\uc5d0\ub294 \uace0\uac00\uce58 \ub9ac\ub4dc\ub97c \uc608\uce21\ud558\ub294 \uc608\uce21 \ubaa8\ub378\ub9c1\uacfc \uc790\ub3d9 \uac1c\uc778\ud654\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \uc2dc\uc2a4\ud15c\uc740 \ud2b8\ub798\ud53d \uc18c\uc2a4\uc5d0 \uae30\ubc18\ud558\uc5ec \ub79c\ub529 \ud398\uc774\uc9c0\ub97c \uc870\uc815\ud560 \uc218 \uc788\uc73c\uba70, HubSpot\uc758 \ub0b4\ubd80 \ubca4\uce58\ub9c8\ud06c\uc5d0 \ub530\ub974\uba74 \uc774\ub294 \uc804\ud658\uc744 15-20% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc\uc740 \ubaa8\ub4e0 \uc0c1\ud638\uc791\uc6a9\uc774 \uc0ac\uc6a9\uc790\ub97c \ud589\ub3d9\uc73c\ub85c \ub354 \uac00\uae4c\uc774 \uc774\ub3d9\uc2dc\ucf1c \uc804\uccb4 \ud37c\ub110\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n

\ub9ac\ub4dc \uc2a4\ucf54\uc5b4\ub9c1\uc744 \uc704\ud55c \uc608\uce21 \ubd84\uc11d \uad6c\ud604<\/h3>\n

\uc608\uce21 \ubd84\uc11d\uc740 \ud655\ub960\uc5d0 \ub530\ub77c \ub9ac\ub4dc\ub97c \uc810\uc218\ud654\ud558\uc5ec \uace0\uc7a0\uc7ac\ub825 \uc138\uadf8\uba3c\ud2b8\ub97c \uc6b0\uc120\uc2dc\ud569\ub2c8\ub2e4. \uc774\ub97c \uad11\uace0 \ud50c\ub7ab\ud3fc\uacfc \ud1b5\ud569\ud558\uba74 \uc804\ud658 \uccad\uc911\uc744 \uc120\ud638\ud558\ub294 \uc785\ucc30 \uc870\uc815\uc774 \uac00\ub2a5\ud558\uba70, ROAS\uc5d0 \uc9c1\uc811 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4. Forrester\uc758 \uc2e4\uc138\uacc4 \ub370\uc774\ud130\uc5d0 \ub530\ub974\uba74 \uc774\ub7ec\ud55c \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud558\ub294 \ucea0\ud398\uc778\uc740 40% \ub354 \ub098\uc740 \ud6a8\uc728\uc131\uc744 \ub2ec\uc131\ud569\ub2c8\ub2e4.<\/p>\n

AI \uae30\ubc18 \ucea0\ud398\uc778\uc5d0\uc11c\uc758 \uc790\ub3d9 \uc608\uc0b0 \uad00\ub9ac<\/h2>\n

\uc790\ub3d9 \uc608\uc0b0 \uad00\ub9ac\ub294 \uc790\uc6d0 \ubc30\ubd84\uc744 \uac04\uc18c\ud654\ud558\uba70, AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc911\uc694\ud55c \uce21\uba74\uc785\ub2c8\ub2e4. AI \uc54c\uace0\ub9ac\uc998\uc740 \uc131\uacfc \ub370\uc774\ud130\ub97c \ud3c9\uac00\ud558\uc5ec \uc790\uae08\uc744 \ucd5c\uc801\uc73c\ub85c \ubd84\ubc30\ud558\uba70, \uc800\uc131\ub2a5 \uc694\uc18c\uc5d0 \uacfc\ub3c4 \uc9c0\ucd9c\uc744 \ubc29\uc9c0\ud558\uace0 \uc2b9\uc790\ub97c \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\uc774 \uc790\ub3d9\ud654\ub294 \uc804\ub7b5\uac00\ub4e4\uc744 \ucc3d\uc758\uc131\uc5d0 \uc9d1\uc911\ud558\uac8c \ud558\uba70, AI\uac00 \uc77c\uc0c1 \uc870\uc815\uc744 \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc8fc\ubaa9\ud560 \ub9cc\ud55c \uc608\ub294 Amazon\uc758 DSP\ub85c, AI\uac00 \ud558\ub8e8 \ub0b4 \uc131\uacfc\uc5d0 \uae30\ubc18\ud558\uc5ec \uc9c0\ucd9c\uc744 \ub3d9\uc801\uc73c\ub85c \uc774\ub3d9\uc2dc\ucf1c \uad11\uace0\uc8fc\ub4e4\uc758 ROAS\ub97c 35% \uc99d\uac00\uc2dc\ucf30\uc2b5\ub2c8\ub2e4.<\/p>\n

AI \uc608\uc0b0 \uaddc\uce59 \uc124\uc815\uc744 \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840<\/h3>\n

\ubaa8\ubc94 \uc0ac\ub840\uc5d0\ub294 \uc77c\uc77c \uc0c1\ud55c\uacfc ROI \uc784\uacc4\uac12 \uac19\uc740 \uac00\ub4dc\ub808\uc77c \uc815\uc758\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. Kenshoo\ub098 Marin Software \uac19\uc740 \ub3c4\uad6c\uac00 \uc774\ub97c \uc6a9\uc774\ud558\uac8c \ud558\uba70, \uc608\uc0b0\uc774 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 \uc77c\uce58\ud558\uba74\uc11c \ubcc0\ub3d9\uc131\uc5d0 \uc801\uc751\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n

AI \ubcf4\uac15\ub41c \uad11\uace0 \ubbf8\ub798\ub97c \uc704\ud55c \uc804\ub7b5\uc801 \uc2e4\ud589<\/h2>\n

\ubbf8\ub798\ub97c \ub0b4\ub2e4\ubd04\uc5d0 \ub530\ub77c, \uc804\ub7b5\uc801 \uc2e4\ud589\uc740 AI\uac00 \uad11\uace0\uc5d0 \uc644\uc804\ud788 \ud1b5\ud569\ub420\uc9c0 \uc544\ub2c8\uba74 \ub2e8\uc21c\ud55c \ub3c4\uad6c\ub85c \ub0a8\uc744\uc9c0\ub97c \uacb0\uc815\ud558\ub294 \ub370 \ucd5c\uc6b0\uc120\uc774 \ub429\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4\ub4e4\uc740 GDPR\ub098 CCPA \uac19\uc740 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \uaddc\uc815\uc744 \ud0d0\uc0c9\ud558\uae30 \uc704\ud574 AI\uc758 \ubd84\uc11d\uc801 \uac15\uc810\uacfc \uc778\uac04 \uac10\ub3c5\uc744 \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc744 \ucc44\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ubbf8\ub798 \uc9c0\ud5a5\uc131\uc740 \ud300\uc744 \uc704\ud55c AI \ub9ac\ud130\ub7ec\uc2dc \ud22c\uc790\uc640 \uae30\uc220\uc774 \uc804\ub7b5\uc801 \ube44\uc804\uc744 \uc99d\ud3ed\uc2dc\ud0a4\ub294 \ubb38\ud654\ub97c \uc721\uc131\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n

\uc2e4\uc81c\ub85c \uc774\ub294 \uc804\uccb4 \uaddc\ubaa8 \ubc30\ud3ec \uc804\uc5d0 \ud1b5\uc81c\ub41c \ud658\uacbd\uc5d0\uc11c AI \ub3c4\uad6c\ub97c \uc2dc\ubc94 \uc6b4\uc601\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud558\uba70, \uace0\uac1d \ud68d\ub4dd \ube44\uc6a9(CAC) \uac10\uc18c \uac19\uc740 KPI\ub97c \ud1b5\ud574 \uc131\uacf5\uc744 \uce21\uc815\ud569\ub2c8\ub2e4. Deloitte\uc758 \uc804\ub9dd\uc5d0 \ub530\ub974\uba74 AI \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \ud0c1\uc6d4\ud55c \uc870\uc9c1\ub4e4\uc740 \uc5f0\uac04 15-20% \uc218\uc775 \uc131\uc7a5\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud575\uc2ec\uc740 \ubc18\ubcf5 \ud559\uc2b5\uc5d0 \uc788\uc2b5\ub2c8\ub2e4: AI \ud1b5\ucc30\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac00\uc124\uc744 \uc138\ubc00\ud654\ud558\uace0, \uc2dc\uc7a5\uacfc \ud568\uaed8 \uc9c4\ud654\ud558\ub294 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n

Alien Road\ub294 \ub514\uc9c0\ud138 \uc804\ub7b5\uc758 \uc120\ub3c4 \ucee8\uc124\ud305 \ud68c\uc0ac\ub85c\uc11c, \ube44\uc988\ub2c8\uc2a4\ub4e4\uc774 AI \uad11\uace0 \ucd5c\uc801\ud654\ub97c \ub9c8\uc2a4\ud130\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac \uc804\ubb38\uac00\ub4e4\uc740 \ub9de\ucda4 AI \ud1b5\ud569\ubd80\ud130 \uc131\uacfc \uac10\uc0ac\uae4c\uc9c0 \uad6c\ud604\uc744 \uc548\ub0b4\ud558\uba70, \uc6d0\ud65c\ud55c \ucc44\ud0dd\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ucea0\ud398\uc778\uc744 \ub192\uc774\uace0 \ub370\uc774\ud130 \uae30\ubc18 \uc131\uc7a5\uc744 \ud574\uc81c\ud558\uae30 \uc704\ud574, \uc624\ub298 \uc6b0\ub9ac \ud300\uacfc \uc804\ub7b5 \ucee8\uc124\ud14c\uc774\uc158\uc744 \uc608\uc57d\ud558\uc2ed\uc2dc\uc624.<\/p>\n

AI\uac00 \uad11\uace0\ub97c \uc7a5\uc545\ud560\uae4c\uc5d0 \ub300\ud55c \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n

AI \uad11\uace0 \ucd5c\uc801\ud654\ub780 \ubb34\uc5c7\uc778\uac00?<\/h3>\n

AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc778\uacf5 \uc9c0\ub2a5 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\uace0 \ucea0\ud398\uc778\uc758 \ud6a8\uc728\uc131\uacfc \ud6a8\uacfc\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc744 \uac00\ub9ac\ud0b5\ub2c8\ub2e4. \uc774\ub294 \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ud0c0\uac9f\ud305, \uc785\ucc30, \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc694\uc18c\ub97c \uc870\uc815\ud558\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud3ec\ud568\ud558\uba70, \uad81\uadf9\uc801\uc73c\ub85c CTR\uacfc ROAS \uac19\uc740 \uc9c0\ud45c\ub97c \uac1c\uc120\ud569\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \uc77c\uc0c1 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \ub9c8\ucf00\ud130\ub4e4\uc774 \uc804\ub7b5\uc801 \ud601\uc2e0\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud558\uba70, AI\uac00 \uc138\ubc00\ud55c \ucd5c\uc801\ud654\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/p>\n

AI\ub294 \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc744 \uc5b4\ub5bb\uac8c \uac1c\uc120\ud558\ub098?<\/h3>\n

AI\ub294 \uad11\uace0 \ud50c\ub7ab\ud3fc\uc758 \ub77c\uc774\ube0c \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ucc98\ub9ac\ud558\uc5ec \ud328\ud134\uacfc \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc989\uc2dc \uac10\uc9c0\ud568\uc73c\ub85c\uc368 \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4. \ubc30\uce58 \ubcf4\uace0\uc5d0 \uc758\uc874\ud558\ub294 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uacfc \ub2ec\ub9ac, AI \ub3c4\uad6c\ub294 \uc989\uac01\uc801\uc778 \uacbd\uace0\uc640 \ucd94\ucc9c\uc744 \uc81c\uacf5\ud558\uba70, \uc800\uc131\ub2a5 \uad11\uace0\ub97c \uc77c\uc2dc \uc911\uc9c0\ud558\uac70\ub098 \uace0\ucc38\uc5ec \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\ub97c \ud655\uc7a5\ud558\ub294 \ub4f1\uc758 \uc791\uc5c5\uc744 \ud569\ub2c8\ub2e4. \uc774\ub294 \ub354 \ube60\ub978 \uc758\uc0ac \uacb0\uc815\uc744 \uc774\ub04c\uba70, \uc0b0\uc5c5 \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c \ubcf4\ub4ef\uc774 \ucea0\ud398\uc778 \ud6a8\uc728\uc131\uc744 \ucd5c\ub300 25% \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

AI \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \uccad\uc911 \uc138\ubd84\ud654\uac00 \uc65c \uc911\uc694\ud55c\uac00?<\/h3>\n

\uccad\uc911 \uc138\ubd84\ud654\ub294 AI \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \ud2b9\uc815 \uc0ac\uc6a9\uc790 \uadf8\ub8f9\uacfc \uacf5\uba85\ud558\ub294 \uc815\ubc00 \ud0c0\uac9f\ud305\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uc5ec \uad00\ub828\uc131\uacfc \ucc38\uc5ec\ub97c \uc99d\uac00\uc2dc\ud0a4\uae30 \ub54c\ubb38\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4. AI\ub294 \ud589\ub3d9 \ubc0f \uc778\uad6c\ud1b5\uacc4 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc138\uadf8\uba3c\ud2b8\ub97c \uc138\ubc00\ud654\ud558\uba70, \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc774 \uac04\uacfc\ud558\ub294 \ub9c8\uc774\ud06c\ub85c-\uccad\uc911\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774 \uc815\ubc00\uc131\uc740 \uad11\uace0 \ub0ad\ube44\ub97c \uc904\uc774\uace0 \uac1c\uc778\ud654\ub97c \ud5a5\uc0c1\uc2dc\ucf1c \ub354 \ub192\uc740 \uc804\ud658\uc728\uacfc \uc804\uccb4 ROI\uc5d0 \uae30\uc5ec\ud569\ub2c8\ub2e4.<\/p>\n

AI\ub294 \uc804\ud658\uc728 \ud5a5\uc0c1\uc5d0\uc11c \uc5b4\ub5a4 \uc5ed\ud560\uc744 \ud558\ub098?<\/h3>\n

AI\ub294 \uc0ac\uc6a9\uc790 \uc758\ub3c4\ub97c \uc608\uce21\ud558\uace0 \uace0\uac1d \uc5ec\uc815\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368 \uc804\ud658\uc728 \ud5a5\uc0c1\uc5d0\uc11c \uc911\ucd94\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. A\/B \ud14c\uc2a4\ud2b8 \uc790\ub3d9\ud654\uc640 \ud37c\ub110 \ubd84\uc11d \uac19\uc740 \uae30\ubc95\uc744 \ud1b5\ud574 AI\ub294 \uad00\ub828\uc131 \uc5c6\ub294 \uba54\uc2dc\uc9c0 \uac19\uc740 \uc804\ud658 \uc7a5\ubcbd\uc744 \uc2dd\ubcc4\ud558\uace0 \uc81c\uac70\ud569\ub2c8\ub2e4. \uc774 \ubaa9\uc801\uc73c\ub85c AI\ub97c \uc0ac\uc6a9\ud558\ub294 \ube44\uc988\ub2c8\uc2a4\ub4e4\uc740 Google Optimize \uac19\uc740 \ud50c\ub7ab\ud3fc\uc758 \ub370\uc774\ud130\uc5d0 \ub4b7\ubc1b\uce68\ub418\uc5b4 \uc804\ud658\uc728\uc744 15-30% \ud5a5\uc0c1\uc2dc\ud0a8\ub2e4\uace0 \ubcf4\uace0\ud569\ub2c8\ub2e4.<\/p>\n

AI\uc640 \ud568\uaed8 \uc790\ub3d9 \uc608\uc0b0 \uad00\ub9ac\ub294 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub098?<\/h3>\n

AI\uc640 \ud568\uaed8 \uc790\ub3d9 \uc608\uc0b0 \uad00\ub9ac\ub294 \uc131\uacfc \uc608\uce21\uacfc \uc2e4\uc2dc\uac04 \uc9c0\ud45c\uc5d0 \uae30\ubc18\ud558\uc5ec \uc790\uae08\uc744 \ub3d9\uc801\uc73c\ub85c \ubc30\ubd84\ud569\ub2c8\ub2e4. \uc54c\uace0\ub9ac\uc998\uc740 \uad11\uace0, \ud0a4\uc6cc\ub4dc, \ub610\ub294 \uccad\uc911 \uc218\uc900\uc5d0\uc11c ROI\ub97c \ud3c9\uac00\ud558\uace0 \uc785\ucc30\uc744 \uc870\uc815\ud558\uc5ec \ucd5c\uc801 \uc9c0\ucd9c \ubd84\ubc30\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc774\ub294 \ube44\ud6a8\uacfc\uc801 \uc694\uc18c\uc5d0 \uc608\uc0b0 \uace0\uac08\uc744 \ubc29\uc9c0\ud558\uba70, \uad11\uace0 \uae30\uc220 \ud68c\uc0ac \ubcf4\uace0\uc11c\uc5d0\uc11c \uc785\uc99d\ub41c \ubc14\uc640 \uac19\uc774 ROAS\ub97c 20-40% \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

AI\uac00 \uad11\uace0\uc5d0\uc11c \uc778\uac04 \ub9c8\ucf00\ud130\ub97c \uc644\uc804\ud788 \ub300\uccb4\ud560\uae4c?<\/h3>\n

AI\ub294 \uc778\uac04 \ub9c8\ucf00\ud130\ub97c \uc644\uc804\ud788 \ub300\uccb4\ud558\uc9c0 \uc54a\uace0 \ub370\uc774\ud130 \uc9d1\uc57d\uc801 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 \uadf8\ub4e4\uc758 \uc5ed\ud560\uc744 \ubcf4\uac15\ud560 \uac83\uc785\ub2c8\ub2e4. \uc778\uac04\uc740 \ucc3d\uc758\uc801 \uc804\ub7b5, \uc724\ub9ac\uc801 \uace0\ub824\uc0ac\ud56d, \ube0c\ub79c\ub4dc \uc2a4\ud1a0\ub9ac\ud154\ub9c1\uc5d0 \uc5ec\uc804\ud788 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. AI\uc640 \uc778\uac04 \ud1b5\ucc30\uc758 \uc2dc\ub108\uc9c0\ub294 \ub354 \uac15\ub825\ud55c \ucea0\ud398\uc778\uc744 \uc0dd\uc131\ud558\uba70, \uc804\ubb38\uac00\ub4e4\uc740 AI\uac00 \uc0dd\uc0b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub418 \uc644\uc804 \uc790\ub3d9\ud654 \uc5c6\uc774 \ud611\uc5c5\uc801\uc778 \ubbf8\ub798\ub97c \uc608\uce21\ud569\ub2c8\ub2e4.<\/p>\n

AI\uc758 \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc758 \uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n

AI\uc758 \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc740 \uac1c\ubcc4 \uc120\ud638\uc5d0 \ub9de\ucda4\ud615 \ucf58\ud150\uce20\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc0ac\uc6a9\uc790 \ucc38\uc5ec\uc640 \ucda9\uc131\ub3c4\ub97c \uc99d\uac00\uc2dc\ud0a4\ub294 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ube0c\ub77c\uc6b0\uc9d5 \uae30\ub85d\uacfc \uad6c\ub9e4 \ud328\ud134 \uac19\uc740 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec AI\ub294 \uc9c1\uad00\uc801\uc73c\ub85c \ub290\uaef4\uc9c0\ub294 \uad00\ub828 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc\uc740 \ud074\ub9ad\ub960\uc744 20% \uc774\uc0c1 \ub192\uc77c \uc218 \uc788\uc73c\uba70, \ub354 \uac15\ud55c \uace0\uac1d \uad00\uacc4\uc640 \ub192\uc740 \ud3c9\uc0dd \uac00\uce58\ub97c \uc721\uc131\ud569\ub2c8\ub2e4.<\/p>\n

\ube44\uc988\ub2c8\uc2a4\ub4e4\uc740 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc131\uacf5\uc744 \uc5b4\ub5bb\uac8c \uce21\uc815\ud560 \uc218 \uc788\ub098?<\/h3>\n

\ube44\uc988\ub2c8\uc2a4\ub4e4\uc740 ROAS, CTR, \uc804\ud658\uc728, \ud68d\ub4dd \ube44\uc6a9(CPA) \uac19\uc740 \uc8fc\uc694 \uc131\uacfc \uc9c0\ud45c(KPI)\ub97c \ud1b5\ud574 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc131\uacf5\uc744 \uce21\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc815\uae30\uc801\uc778 A\/B \ud14c\uc2a4\ud2b8\uc640 \ube44-AI \ubca4\uce58\ub9c8\ud06c\uc5d0 \ub300\ud55c \ube44\uad50 \ubd84\uc11d\uc774 \uad6c\uccb4\uc801\uc778 \uc99d\uac70\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Google Analytics \uac19\uc740 \ub3c4\uad6c\uac00 \uc774\ub7ec\ud55c \uc9c0\ud45c\ub97c \ucd94\uc801\ud558\uc5ec \uac1c\uc120\uc744 \uc815\ub7c9\ud654\ud558\uace0 \ucd94\uac00 \uc138\ubc00\ud654\ub97c \uc548\ub0b4\ud569\ub2c8\ub2e4.<\/p>\n

\uad11\uace0\uc5d0 AI\ub97c \uad6c\ud604\ud560 \ub54c \ubc1c\uc0dd\ud558\ub294 \ub3c4\uc804\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n

\uad11\uace0\uc5d0 AI\ub97c \uad6c\ud604\ud560 \ub54c\uc758 \ub3c4\uc804\uc5d0\ub294 \ub370\uc774\ud130 \ud488\uc9c8 \ubb38\uc81c, \ud1b5\ud569 \ubcf5\uc7a1\uc131, \ud504\ub77c\uc774\ubc84\uc2dc \uc6b0\ub824\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc5f4\uc545\ud55c \ub370\uc774\ud130\ub294 \ubd80\uc815\ud655\ud55c \uc608\uce21\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc73c\uba70, \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc740 \uc0c8\ub85c\uc6b4 AI \ub3c4\uad6c\uc5d0 \uc800\ud56d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c GDPR \uac19\uc740 \uaddc\uc815 \uc900\uc218\ub97c \uc704\ud574 \uc2e0\uc911\ud55c \ucc98\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \uadf9\ubcf5\ud558\ub824\uba74 \ud6c8\ub828 \ud22c\uc790\uc640 \uac15\ub825\ud55c \ubca4\ub354 \ud30c\ud2b8\ub108\uc2ed\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/p>\n

\ucea0\ud398\uc778\uc5d0\uc11c ROAS\ub97c \ub192\uc774\uae30 \uc704\ud574 AI\ub97c \uc120\ud0dd\ud558\ub294 \uc774\uc720\ub294?<\/h3>\n

\ucea0\ud398\uc778\uc5d0\uc11c ROAS\ub97c \ub192\uc774\uae30 \uc704\ud574 AI\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc785\ucc30\uacfc \ud0c0\uac9f\ud305\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uc9c0\ucd9c\ub2f9 \uc218\uc775\uc744 \ucd5c\ub300\ud654\ud558\ub294 \ub2a5\ub825 \ub54c\ubb38\uc785\ub2c8\ub2e4. AI\ub294 \uace0\uc131\ub2a5 \uc138\uadf8\uba3c\ud2b8\ub85c \uc608\uc0b0 \uc7ac\ubc30\ubd84 \uac19\uc740 \uc228\uaca8\uc9c4 \ud6a8\uc728\uc131\uc744 \ubc1c\uad74\ud558\uba70, \uc885\uc885 30% \uc774\uc0c1\uc758 ROAS \uc774\ub4dd\uc744 \ucd08\ub798\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130 \uae30\ubc18 \uc815\ubc00\uc131\uc740 \ud2b9\ud788 \ubcc0\ub3d9\uc131 \uc2dc\uc7a5\uc5d0\uc11c \uc218\ub3d9 \uc870\uc815\uc744 \ub2a5\uac00\ud569\ub2c8\ub2e4.<\/p>\n

AI\ub294 \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \uc5b4\ub5bb\uac8c \ucc98\ub9ac\ud558\ub098?<\/h3>\n

AI\ub294 \uc775\uba85\ud654 \uae30\ubc95\uc744 \ud1b5\ud569\ud558\uace0 \uaddc\uc81c \ud45c\uc900\uc744 \uc900\uc218\ud568\uc73c\ub85c\uc368 \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ucc98\ub9ac\ud569\ub2c8\ub2e4. \ud398\ub354\ub808\uc774\ud2f0\ub4dc \ub7ec\ub2dd \uac19\uc740 \uae30\ub2a5\uc740 \uc911\uc559 \uc800\uc7a5 \uc5c6\uc774 \ubd84\uc0b0 \ub370\uc774\ud130\ub85c \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \uc218 \uc788\uac8c \ud558\uc5ec \uce68\ud574 \uc704\ud5d8\uc744 \ucd5c\uc18c\ud654\ud569\ub2c8\ub2e4. \uc900\uc218 AI \uc2dc\uc2a4\ud15c\uc740 \uc724\ub9ac\uc801 \uc0ac\uc6a9\uc744 \ubcf4\uc7a5\ud558\uba70, \ucd5c\uc801\ud654 \ud6a8\uacfc\ub97c \uc720\uc9c0\ud558\uba74\uc11c \uc2e0\ub8b0\ub97c \uad6c\ucd95\ud569\ub2c8\ub2e4.<\/p>\n

\ube44\uc988\ub2c8\uc2a4\ub4e4\uc774 \uc8fc\ubaa9\ud574\uc57c \ud560 AI \uad11\uace0\uc758 \ubbf8\ub798 \ud2b8\ub80c\ub4dc\ub294 \ubb34\uc5c7\uc778\uac00?<\/h3>\n

AI \uad11\uace0\uc758 \ubbf8\ub798 \ud2b8\ub80c\ub4dc\uc5d0\ub294 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc81c\uc791\uc744 \uc704\ud55c \uc0dd\uc131 AI\uc758 \ubd80\uc0c1, \uc74c\uc131 \uac80\uc0c9 \ucd5c\uc801\ud654, \ubab0\uc785\ud615 AR\/VR \uad11\uace0\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc608\uce21 \ubd84\uc11d\uc740 \uc2dc\uc7a5 \ubcc0\ud654\ub97c \uc608\uc0c1\ud558\ub3c4\ub85d \uc9c4\ud654\ud560 \uac83\uc774\uba70, \uc724\ub9ac\uc801 AI f<\/p>\n","protected":false},"excerpt":{"rendered":"

\uad11\uace0\ub294 \uc624\ub7ab\ub3d9\uc548 \ube44\uc988\ub2c8\uc2a4 \uc131\uc7a5\uc758 \ucd08\uc11d\uc774\uc5c8\uc9c0\ub9cc, \uc5ec\uc804\ud788 \uc9c8\ubb38\uc774 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4: AI\uac00 \uad11\uace0\ub97c \uc644\uc804\ud788 \uc7a5\uc545\ud560\uae4c\uc694? \uc778\uacf5 \uc9c0\ub2a5\uc774 \ub514\uc9c0\ud138 \ud658\uacbd\uc744 \uacc4\uc18d \uce68\ud22c\ud568\uc5d0 \ub530\ub77c, \ub9c8\ucf00\ud305\uacfc \uc601\uc5c5 \uc804\ubb38\uac00\ub4e4\uc740 \uadf8 \ud568\uc758\ub97c \uc9c1\uba74\ud574\uc57c \ud569\ub2c8\ub2e4. AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc911\ucd94\uc801\uc778 \uc804\ud658\uc744 \ub098\ud0c0\ub0b4\uba70, \uad11\uace0\uc8fc\ub4e4\uc774 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud558\uc5ec \uc804\ub840 \uc5c6\ub294 \ud6a8\uc728\uc131\uacfc \uc815\ubc00\uc131\uc744 \ub2ec\uc131\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc778\uac04\uc758 \uc9c1\uad00\uc774 \uc804\ub7b5\uc744 \uc9c0\uc2dc\ud558\ub358 \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc5d0\uc11c \ubc97\uc5b4\ub098, […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2080],"tags":[546],"class_list":["post-101950","post","type-post","status-publish","format-standard","hentry","category-ai---ko","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/101950","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/comments?post=101950"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/101950\/revisions"}],"predecessor-version":[{"id":101958,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/101950\/revisions\/101958"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/media?parent=101950"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/categories?post=101950"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/tags?post=101950"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}