{"id":102903,"date":"2026-03-25T08:54:02","date_gmt":"2026-03-25T08:54:02","guid":{"rendered":"https:\/\/alienroad.com\/%eb%b6%84%eb%a5%98%eb%90%98%ec%a7%80-%ec%95%8a%ec%9d%8c\/ai-advertising-optimization-which-genai-company-offers-the-b\/"},"modified":"2026-04-06T00:05:30","modified_gmt":"2026-04-06T00:05:30","slug":"ai-advertising-optimization-which-genai-company-offers-the-b","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\/ai-advertising-optimization-which-genai-company-offers-the-b\/","title":{"rendered":"AI \uad11\uace0 \ucd5c\uc801\ud654: \ud604\ub300 \ub9c8\ucf00\ud130\ub97c \uc704\ud55c \ucd5c\uace0\uc758 GenAI \ud68c\uc0ac \uc81c\ud488\uad70\uc740?"},"content":{"rendered":"

AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc804\ub7b5\uc801 \uac1c\uc694<\/h2>\n

\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 \uc6b0\uc218\ud55c \ucea0\ud398\uc778 \uc131\uacfc<\/a>\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud55c \ucd08\uc11d\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc99d\uac00\ud558\ub294 \uacbd\uc7c1\uacfc \ubd84\uc0b0\ub41c \uc18c\ube44\uc790 \uc8fc\uc758\ub825\uc744 \uc9c1\uba74\ud558\uba74\uc11c, \uc0dd\uc131 AI (GenAI) \ud68c\uc0ac\ub4e4\uc740 \uad11\uace0\uc8fc\ub4e4\uc774 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ud0c0\uac9f\ud305\ub41c, \ud6a8\uc728\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 \ubc29\uc2dd\uc744 \uc7ac\uc815\uc758\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc0ac\ub294 \ud575\uc2ec \uc9c8\ubb38\uc5d0 \uae4a\uc774 \ud30c\uace0\ub4ed\ub2c8\ub2e4: \uc5b4\ub5a4 GenAI \ud68c\uc0ac\uac00 \ucd5c\uace0\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc744 \uc81c\uacf5\ud558\ub294\uac00? \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d, \uccad\uc911 \uc138\ubd84\ud654, \uc804\ud658\uc728 \ud5a5\uc0c1, \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\uc640 \uac19\uc740 \uc8fc\uc694 \uae30\ub2a5\uc744 \uac80\ud1a0\ud568\uc73c\ub85c\uc368, \uc6b0\ub9ac\ub294 \ub9c8\ucf00\ud130\ub4e4\uc774 \uad11\uace0 \uc9c0\ucd9c \uc218\uc775\ub960(ROAS)\uc744 \ucd5c\ub300\ud654\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\ub294 \ud50c\ub7ab\ud3fc\uc744 \ubc1d\ud600\ub0c5\ub2c8\ub2e4.<\/p>\n

\uace0\uae09 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\ub85c \uad6c\ub3d9\ub418\ub294 GenAI \uae30\uc220\uc740 \uc804\ub840 \uc5c6\ub294 \uac1c\uc778\ud654\uc640 \uc608\uce21 \uae30\ub2a5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\ub7ec\ud55c \uc81c\ud488\uad70\uc740 \uccad\uc911 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc744 \uc0dd\uc131\ud558\uae30 \uc704\ud574 \ubc29\ub300\ud55c \ub370\uc774\ud130\uc14b\uc744 \ubd84\uc11d\ud558\uc5ec \ucf58\ud150\uce20\uac00 \uac1c\ubcc4 \uc218\uc900\uc5d0\uc11c \uacf5\uac10\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uad11\uace0 \ubc29\ubc95\uc740 \uc885\uc885 \uc218\ub3d9 \uc870\uc815\uacfc \uad11\ubc94\uc704\ud55c \ud0c0\uac9f\ud305\uc5d0 \uc758\uc874\ud558\uc5ec \uc608\uc0b0 \ub0ad\ube44\uc640 \ub0ae\uc740 \ucc38\uc5ec\uc728\uacfc \uac19\uc740 \ube44\ud6a8\uc728\uc131\uc744 \ucd08\ub798\ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c, AI \uae30\ubc18 \uc811\uadfc \ubc29\uc2dd\uc740 \uc774\ub7ec\ud55c \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uc5ec \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uacfc \uc801\uc751\uc744 \ud1b5\ud574 AI\uac00 \ucd5c\uc801\ud654 \ud504\ub85c\uc138\uc2a4\ub97c \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294\uc9c0 \uac15\uc870\ud569\ub2c8\ub2e4. \uc804\uc790\uc0c1\uac70\ub798 \ube0c\ub79c\ub4dc\uac00 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub514\uc2a4\ud50c\ub808\uc774 \uad11\uace0\ub97c \ucd5c\uc801\ud654\ud558\ub294 \uc2dc\ub098\ub9ac\uc624\ub97c \uace0\ub824\ud574 \ubcf4\uc2ed\uc2dc\uc624: \uc815\uc801 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ub300\uc2e0 \uc2dc\uc2a4\ud15c\uc740 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc2dc\uac01\uc801 \uc694\uc18c\uc640 \uce74\ud53c\ub97c \ub3d9\uc801\uc73c\ub85c \ubcc0\uacbd\ud558\uc5ec Google Analytics \ubcf4\uace0\uc11c\uc758 \uc0b0\uc5c5 \ubca4\uce58\ub9c8\ud06c\uc5d0 \ub530\ub974\uba74 \ud074\ub9ad\ub960(CTR)\uc744 \ucd5c\ub300 30% \ub192\uc774\ub294 \uacb0\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n

GenAI \ud68c\uc0ac<\/a>\ub97c \ud3c9\uac00\ud558\ub824\uba74 \ud1b5\ud569 \uc6a9\uc774\uc131, \ud655\uc7a5\uc131, \uc785\uc99d\ub41c \uacb0\uacfc\uc5d0 \ucd08\uc810\uc744 \ub9de\ucdb0\uc57c \ud569\ub2c8\ub2e4. \uc8fc\uc694 \uacbd\uc7c1\uc790\ub85c\ub294 Gemini \uae30\ubc18 Google Ads \uc81c\ud488\uad70\uc744 \uac00\uc9c4 Google, Sensei \ud1b5\ud569 Advertising Cloud\ub97c \uac00\uc9c4 Adobe, Marketing Cloud\ub97c \uc704\ud55c Einstein\uc744 \uac00\uc9c4 Salesforce, \uadf8\ub9ac\uace0 ad tech\uc5d0\uc11c Anthropic\uc758 Claude \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uac19\uc740 \uc2e0\ud765 \ud50c\ub808\uc774\uc5b4\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uac01\uac01 \uac15\ub825\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uc9c0\ub9cc, \ucd5c\uace0\uc758 \uc81c\ud488\uad70\uc740 \ud3ec\uad04\uc801\uc778 \uae30\ub2a5\uacfc \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc744 \uade0\ud615 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \ucea0\ud398\uc778 \uc2dc\ub098\ub9ac\uc624\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \ub9c8\ucf00\ud130\ub4e4\uc774 \uc7ac\uc815\uc801 \uc704\ud5d8 \uc5c6\uc774 \ubcc0\ud615\uc744 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \ub354 \uae4a\uc774 \ud0d0\uad6c\ud558\uba74\uc11c, \uc774 \uac1c\uc694\ub294 \uc804\ud658\uacfc ROAS\ub97c \ucd09\uc9c4\ud558\ub294 \uc804\ub7b5\uc744 \uac15\uc870\ud558\uba70, \uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \ucd94\uad6c\ud558\ub294 \ud604\ub300 \ub9c8\ucf00\ud130\ub4e4\uc758 \ub3c5\ud2b9\ud55c \uc694\uad6c\ub97c \ub2e4\ub8e8\ub294 \uc0c1\uc138 \ubd84\uc11d\uc758 \ubb34\ub300\ub97c \ub9c8\ub828\ud569\ub2c8\ub2e4.<\/p>\n

\ud6a8\uacfc\uc801\uc778 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \ud575\uc2ec \uad6c\uc131 \uc694\uc18c<\/h2>\n

\uc5b4\ub5a4 \uc6b0\uc218\ud55c AI \uad11\uace0 \uc81c\ud488\uad70\uc758 \ud575\uc2ec\uc5d0\ub294 \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud558\uace0 \uacb0\uacfc\ub97c \uc99d\ud3ed\uc2dc\ud0a4\ub3c4\ub85d \uc124\uacc4\ub41c \uc0c1\ud638 \uc5f0\uacb0\ub41c \uad6c\uc131 \uc694\uc18c\uc758 \uc81c\ud488\uad70\uc774 \uc788\uc2b5\ub2c8\ub2e4. AI \uad11\uace0 \ucd5c\uc801\ud654<\/a>\ub294 \uacfc\uac70 \ub370\uc774\ud130, \ud604\uc7ac \ud2b8\ub80c\ub4dc, \uc608\uce21 \ubd84\uc11d\uc744 \ucc98\ub9ac\ud558\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud569\ud558\uc5ec \uad11\uace0 \uc804\ub2ec\uc744 \uc138\ubc00\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4. \uc774 \uae30\ucd08 \uce35\uc740 \ucd08\uae30 \uc124\uc815\ubd80\ud130 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uae4c\uc9c0 \ucea0\ud398\uc778\uc758 \ubaa8\ub4e0 \uc694\uc18c\uac00 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc640 \uc77c\uce58\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc758 \ud1b5\ud569<\/h3>\n

\uba38\uc2e0\ub7ec\ub2dd\uc740 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc911\ucd94\ub97c \ud615\uc131\ud558\uba70, \uc2dc\uc2a4\ud15c\uc774 \uacfc\uac70 \ucea0\ud398\uc778\uc5d0\uc11c \ud559\uc2b5\ud558\uace0 \uc804\ub7b5\uc744 \uc790\uc728\uc801\uc73c\ub85c \uc801\uc751\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Google\uacfc \uac19\uc740 GenAI \ud68c\uc0ac\ub4e4\uc740 Gemini\uc640 \uc720\uc0ac\ud55c \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uae30\ubc18 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad11\uace0 \uc131\uacfc\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc0ac\uc6a9\uc790 \uc778\uad6c\ud1b5\uacc4, \uae30\uae30 \uc720\ud615, \ud558\ub8e8 \uc2dc\uac04\uacfc \uac19\uc740 \ubcc0\uc218\ub97c \ubd84\uc11d\ud558\uc5ec ROAS\ub97c 20-50% \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub294 \ucd5c\uc801\ud654\ub41c \uc785\ucc30 \uc804\ub7b5\uc744 \uc0dd\uc131\ud558\uba70, \uc774\ub294 Google\uc758 Marketing Platform \uc0ac\ub840 \uc5f0\uad6c\uc5d0\uc11c \uc785\uc99d\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud328\ud134 \uc778\uc2dd\uc744 \uc790\ub3d9\ud654\ud568\uc73c\ub85c\uc368 AI\ub294 \uc778\uac04 \ud3b8\ud5a5\uc744 \uc81c\uac70\ud558\uace0 \uc758\uc0ac \uacb0\uc815\uc744 \uac00\uc18d\ud654\ud558\uc5ec \ub9c8\ucf00\ud130\ub4e4\uc774 \uc138\ubc00\ud55c \uc870\uc815\ubcf4\ub2e4\ub294 \ucc3d\uc758\uc801 \uc804\ub7b5\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n

\ub370\uc774\ud130 \uae30\ubc18 \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548<\/h3>\n

\uac00\uc7a5 \ubcc0\ud601\uc801\uc778 \uce21\uba74 \uc911 \ud558\ub098\ub294 \uccad\uc911 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uac1c\uc778\ud654\ub41c \uad11\uace0 \uc81c\uc548\uc758 \uc0dd\uc131\uc785\ub2c8\ub2e4. GenAI \uc81c\ud488\uad70\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uce74\ud53c\uc640 \uc2dc\uac01\uc801 \uc694\uc18c\ub97c \uc81c\uc791\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Adobe\uc758 Advertising Cloud\ub294 Sensei\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac1c\ubcc4 \ube0c\ub77c\uc6b0\uc9d5 \uae30\ub85d\uacfc \uc77c\uce58\ud558\ub294 \uad11\uace0 \ubcc0\ud615\uc744 \uc81c\uc548\ud558\uc5ec Adobe\uc758 \ub0b4\ubd80 \ubd84\uc11d\uc5d0 \ub530\ub974\uba74 \ucc38\uc5ec \uc9c0\ud45c\ub97c 15-25% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uac1c\uc778\ud654\ub294 \ub3d9\uc801 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \ucd5c\uc801\ud654(DCO)\ub85c \ud655\uc7a5\ub418\uba70, \uc5ec\uae30\uc11c AI\ub294 \uc774\ubbf8\uc9c0\ub098 \ud5e4\ub4dc\ub77c\uc778\uacfc \uac19\uc740 \uc694\uc18c\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uad50\uccb4\ud558\uc5ec \uad00\ub828\uc131\uc744 \ubcf4\uc7a5\ud558\uace0 \uc804\ud658\uc728\uc744 \ub192\uc785\ub2c8\ub2e4.<\/p>\n

AI \uc81c\ud488\uad70\uc5d0\uc11c\uc758 \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d<\/h2>\n

\uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc740 AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc911\ucd94\uc801\uc778 \ubc1c\uc804\uc744 \ub098\ud0c0\ub0b4\uba70, \ub9c8\ucf00\ud130\ub4e4\uc5d0\uac8c \uc9c0\uc5f0 \uc5c6\uc774 \uc804\ub7b5\uc744 \uc804\ud658\ud560 \uc218 \uc788\ub294 \uc989\uac01\uc801\uc778 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc758 \ubc30\uce58 \ucc98\ub9ac\uc640 \ub2ec\ub9ac, GenAI \uae30\ubc18 \ub3c4\uad6c\ub294 \ub178\ucd9c, \ud074\ub9ad, \uc804\ud658\uacfc \uac19\uc740 \uc8fc\uc694 \uc131\uacfc \uc9c0\ud45c(KPI)\ub97c \ucd94\uc801\ud558\ub294 \ub77c\uc774\ube0c \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc81c\uacf5\ud558\uc5ec \uc0ac\uc804 \uc870\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n

\uc989\uac01\uc801\uc778 \ud1b5\ucc30\uc744 \uc704\ud55c \uc608\uce21 \ubd84\uc11d \ud65c\uc6a9<\/h3>\n

\uc774\ub7ec\ud55c \uc81c\ud488\uad70 \ub0b4 \uc608\uce21 \ubd84\uc11d\uc740 \uc2e0\ud765 \ub370\uc774\ud130 \ud328\ud134\uc744 \uae30\ubc18\uc73c\ub85c \uc7a0\uc7ac\uc801 \uacb0\uacfc\ub97c \uc608\uce21\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Google\uc758 AI \ub3c4\uad6c\ub294 GenAI\ub85c \uac15\ud654\ub41c \uc2e4\uc2dc\uac04 \uc785\ucc30(RTB)\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubc00\ub9ac\ucd08 \ub2e8\uc704\ub85c \uc785\ucc30\uc744 \uc870\uc815\ud558\uba70, \uacbd\uc7c1 \uc785\ucc30\uc5d0\uc11c \ud6a8\uc728\uc131\uc744 \uc885\uc885 40% \uc99d\uac00\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 AI\uac00 \ucd5c\uc801\ud654 \ud504\ub85c\uc138\uc2a4\ub97c \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294\uc9c0 \uac15\uc870\ud558\uba70, \ubaa8\ubc14\uc77c \uc804\ud658 \uac10\uc18c\uc640 \uac19\uc740 \uc800\uc131\ub2a5 \uc138\uadf8\uba3c\ud2b8\ub97c \uc870\uae30\uc5d0 \uc2dd\ubcc4\ud558\uace0 \uc989\uac01\uc801\uc778 \uc7ac\ubc30\ubd84\uc744 \ucd94\ucc9c\ud569\ub2c8\ub2e4.<\/p>\n

\ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc54c\ub9bc \uc2dc\uc2a4\ud15c<\/h3>\n

\ud6a8\uacfc\uc801\uc778 \uc81c\ud488\uad70\uc5d0\ub294 \uac11\uc791\uc2a4\ub7ec\uc6b4 \ud2b8\ub798\ud53d \uae09\uc99d\uc774\ub098 \ud488\uc9c8 \uc810\uc218 \ud558\ub77d\uacfc \uac19\uc740 \uc774\uc0c1\uc744 \uc54c\ub9ac\ub294 \uc790\ub3d9\ud654\ub41c \uc54c\ub9bc \uc2dc\uc2a4\ud15c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. Salesforce Einstein\uc740 \uc774\ub97c \ub9c8\ucf00\ud305 \uc790\ub3d9\ud654\uc640 \ud1b5\ud569\ud558\uba70, \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc740 \uad11\uace0 \ud53c\ub85c\uc640 \uac19\uc740 \ubb38\uc81c\ub97c \ud50c\ub798\uadf8\ud558\uc5ec \uc9c0\uc18d\uc801\uc778 \ucea0\ud398\uc778 \uac74\uac15\uc744 10-20% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub9c8\ucf00\ud130\ub4e4\uc740 \uccad\uc911 \uc0c1\ud638\uc791\uc6a9\uc758 \ud788\ud2b8\ub9f5\uc744 \ud3ec\ud568\ud55c \uc2dc\uac01\ud654\ub41c \ubcf4\uace0\uc11c\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \uae30\ubc18 \uc138\ubc00\ud654\ub97c \uc5bb\uc2b5\ub2c8\ub2e4.<\/p>\n

GenAI\ub97c \ud65c\uc6a9\ud55c \uace0\uae09 \uccad\uc911 \uc138\ubd84\ud654<\/h2>\n

\uccad\uc911 \uc138\ubd84\ud654\ub294 GenAI\uc5d0 \uc758\ud574 \ud601\uc2e0\ub418\uba70, \uc804\ud1b5\uc801\uc778 \ubc29\ubc95\uc774 \ub9de\ucd9c \uc218 \uc5c6\ub294 \ucd08\uc138\ubc00\ud55c \ud0c0\uac9f\ud305\uc744 \ud5c8\uc6a9\ud569\ub2c8\ub2e4. AI \uad11\uace0 \ucd5c\uc801\ud654\ub294 \ud589\ub3d9\uc801, \uc2ec\ub9ac\uc801, \ub9e5\ub77d\uc801 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc0ac\uc6a9\uc790\ub97c \ub9c8\uc774\ud06c\ub85c \uc138\uadf8\uba3c\ud2b8\ub85c \ud074\ub7ec\uc2a4\ud130\ub9c1\ud558\uc5ec \uad11\uace0\uac00 \uac00\uc7a5 \uc218\uc6a9\uc801\uc778 \uc2dc\uccad\uc790\uc5d0\uac8c \ub3c4\ub2ec\ud558\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n

\ud589\ub3d9 \ubc0f \uc758\ub3c4 \uae30\ubc18 \ud074\ub7ec\uc2a4\ud130\ub9c1<\/h3>\n

GenAI \uc54c\uace0\ub9ac\uc998\uc740 \uc18c\uc15c \ubbf8\ub514\uc5b4, \uac80\uc0c9 \ucffc\ub9ac, \uad6c\ub9e4 \uae30\ub85d\uc5d0\uc11c \ube44\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uc5ec \uc758\ub3c4 \uae30\ubc18 \uc138\uadf8\uba3c\ud2b8\ub97c \ud615\uc131\ud569\ub2c8\ub2e4. ad \ud50c\ub7ab\ud3fc\uc5d0 \ud1b5\ud569\ub41c Anthropic\uc758 \ub3c4\uad6c\ub294 \uc608\uce21\ub41c \uad6c\ub9e4 \uc900\ube44\ub3c4\uc5d0 \ub530\ub77c \uccad\uc911\uc744 \uc138\ubd84\ud654\ud558\uc5ec \uaddc\uce59 \uae30\ubc18 \uc2dc\uc2a4\ud15c\ubcf4\ub2e4 \ucd5c\ub300 35% \ub354 \ub098\uc740 \ud0c0\uac9f\ud305 \uc815\ubc00\ub3c4\ub97c \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ud68d\ub4dd \ube44\uc6a9(CPA)\uc744 \uc904\uc77c \ubfd0\ub9cc \uc544\ub2c8\ub77c \uad00\ub828 \uba54\uc2dc\uc9c0\ub97c \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n

\ub3d9\uc801 \uc138\ubd84\ud654 \uc870\uc815<\/h3>\n

\uc815\uc801 \ubaa9\ub85d\uacfc \ub2ec\ub9ac, AI\ub294 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \ub530\ub77c \uc138\uadf8\uba3c\ud2b8\uac00 \uc9c4\ud654\ud558\ub294 \ub3d9\uc801 \uc870\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Adobe\uc758 \uc81c\ud488\uad70\uc740 GenAI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc138\uadf8\uba3c\ud2b8\ub97c \uc138\ubc00\ud654\ud558\uba70, \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc138\ubd84\ud654 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ud53c\ub4dc\ubc31 \ub8e8\ud504<\/a>\ub97c \ud1b5\ud569\ud569\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc778 \uc9c0\ud45c\ub294 \uc774\ub85c \uc778\ud574 \uccad\uc911 \uad00\ub828\uc131 \uc810\uc218\uac00 25% \uc99d\uac00\ud558\uba70, \uc774\ub294 \ub354 \ub192\uc740 \ucc38\uc5ec\uc640 \uc9c1\uc811\uc801\uc73c\ub85c \uc0c1\uad00\ub429\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\uc774\uba70, GenAI \uc81c\ud488\uad70\uc740 \uc778\uc2dd\uc5d0\uc11c \ud589\ub3d9\uc73c\ub85c \uc0ac\uc6a9\uc790\ub4e4\uc744 \uc6d0\ud65c\ud558\uac8c \uc548\ub0b4\ud558\ub294 \uc815\uad50\ud55c \uc804\ub7b5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc804\uccb4 \uace0\uac1d \uc5ec\uc815\uc744 \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \ub9c8\ucc30 \uc9c0\uc810\uc744 \uc2dd\ubcc4\ud558\uace0 \uc774\uc5d0 \ub530\ub77c \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/p>\n

\ub79c\ub529 \ud398\uc774\uc9c0 \ubc0f \ud37c\ub110 \ud750\ub984 \ucd5c\uc801\ud654<\/h3>\n

AI\ub294 \ud37c\ub110 \uc131\uacfc\ub97c \ud3c9\uac00\ud558\uc5ec GenAI \uc0dd\uc131 \ubcc0\ud615\uc73c\ub85c \uad6c\ub3d9\ub418\ub294 A\/B \ud14c\uc2a4\ud2b8 \ub79c\ub529 \ud398\uc774\uc9c0 \uc694\uc18c\uc640 \uac19\uc740 \ud5a5\uc0c1\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. Google\uc758 \uc81c\ud488\uad70\uc740 \uc790\ub3d9\ud654\ub41c \ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 15-30% \uc804\ud658 \ud5a5\uc0c1\uc744 \uc785\uc99d\ud588\uc73c\uba70, \uccad\uc911 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud55c \uac1c\uc778\ud654\ub41c \uc81c\uc548\uc774 \uc0ac\uc6a9\uc790 \uc120\ud638\uc5d0 \ub9de\ub294 \ud589\ub3d9 \uc720\ub3c4(CTA)\ub97c \ub9de\ucda4\ud654\ud569\ub2c8\ub2e4. \uc804\ub7b5\uc5d0\ub294 \uc0ac\uc6a9\uc790 \uc774\ud0c8\uc758 \ud788\ud2b8\ub9f5\ud551\uacfc \uace0\uc758\ub3c4 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ub300\ud55c \uc591\uc2dd \ud544\ub4dc \uac10\uc18c\uc640 \uac19\uc740 \uac04\uc18c\ud654\ub41c \ud750\ub984 \ucd94\ucc9c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n

\ud0c0\uac9f \ub9ac\ud0c0\uac9f\ud305\uc744 \ud1b5\ud55c ROAS \uc99d\ub300<\/h3>\n

\ub9ac\ud0c0\uac9f\ud305 \ucea0\ud398\uc778\uc740 AI\uac00 \ud3ec\uae30 \uc704\ud5d8\uc744 \uc608\uce21\ud558\uace0 \uc783\uc5b4\ubc84\ub9b0 \uc804\ud658\uc744 \ud68c\ubcf5\ud558\uae30 \uc704\ud574 \uac1c\uc778\ud654\ub41c \uad11\uace0\ub97c \ubc30\ud3ec\ud568\uc73c\ub85c\uc368 \ud070 \uc774\uc810\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. Salesforce\uc758 \uc0ac\ub840 \uc5f0\uad6c\ub294 \uace0\uac00\uce58 \uc138\uadf8\uba3c\ud2b8\uc5d0 \ucd08\uc810\uc744 \ub9de\ucdb0 ROAS\ub97c 2-3\ubc30 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc8fc\uc694 \uc804\ub7b5\uc740 \uc0c1\ud638\uc791\uc6a9 \uae30\ub85d\uc744 \uae30\ubc18\uc73c\ub85c \uad11\uace0\ub97c \uc21c\ucc28\ud654\ud558\uc5ec \ub354 \ub192\uc740 \uc644\ub8cc\uc728\ub85c \uc774\uc5b4\uc9c0\ub294 \uc810\uc9c4\uc801 \uc124\ub4dd\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

AI \uad11\uace0\uc5d0\uc11c\uc758 \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac<\/h2>\n

\uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub294 \uc790\uc6d0\uc774 \ud6a8\uc728\uc801\uc73c\ub85c \ubc30\ubd84\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud558\uba70, \uc5b4\ub5a4 \ucd5c\uace0 \uc218\uc900\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc5d0\uc11c\ub3c4 \uc911\uc694\ud55c \uae30\ub2a5\uc785\ub2c8\ub2e4. GenAI\ub294 \ud398\uc774\uc2f1, \uc785\ucc30, \uc7ac\ubc30\ubd84\uc744 \uc790\ub3d9\ud654\ud558\uc5ec \uacfc\uc9c0\ucd9c\uc744 \ucd5c\uc18c\ud654\ud558\uace0 \uc601\ud5a5\uc744 \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4.<\/p>\n

\uc9c0\ub2a5\ud615 \uc785\ucc30 \uc54c\uace0\ub9ac\uc998<\/h3>\n

\uc774\ub7ec\ud55c \uc54c\uace0\ub9ac\uc998\uc740 \uc131\uacfc \uc608\uce21\uc744 \uae30\ubc18\uc73c\ub85c \uc608\uc0b0\uc744 \uc870\uc815\ud558\uba70, \ucd5c\uace0\uc758 \uc608\uc0c1 ROAS\ub97c \uac00\uc9c4 \ucc44\ub110\uc744 \uc6b0\uc120\uc2dc\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Google\uc758 Performance Max\ub294 GenAI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac80\uc0c9, \ub514\uc2a4\ud50c\ub808\uc774, \ube44\ub514\uc624\uc5d0 \uac78\uccd0 \uc608\uc0b0\uc744 \ubd84\ubc30\ud558\uba70, \uc885\uc885 \ubcfc\ub968\uc744 \uc720\uc9c0\ud558\uba74\uc11c 20% \ube44\uc6a9 \uc808\uac10\uc744 \ub2ec\uc131\ud569\ub2c8\ub2e4. \uc774 \uc790\ub3d9\ud654\ub294 \uc608\uc0b0 \uc2dc\ub098\ub9ac\uc624\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \uace0\uac08\uc744 \ubc29\uc9c0\ud568\uc73c\ub85c\uc368 AI\uc758 \ucd5c\uc801\ud654 \uc5ed\ud560\uc5d0 \ub300\ud55c \uac15\uc870\uc785\ub2c8\ub2e4.<\/p>\n

\uc704\ud5d8 \uc644\ud654 \ubc0f \ud655\uc7a5\uc131<\/h3>\n

\uc81c\ud488\uad70\uc740 \uacc4\uc808\uc801 \ud53c\ud06c\uc640 \uac19\uc740 \ubcc0\ub3d9 \uae30\uac04 \ub3d9\uc548 \uc9c0\ucd9c\uc744 \uc81c\ud55c\ud558\ub294 \uc704\ud5d8 \ubaa8\ub378\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4. Adobe\uc758 \ub3c4\uad6c\ub294 \uc608\uc0b0\uc744 \ub3d9\uc801\uc73c\ub85c \ud655\uc7a5\ud558\uba70, \uc218\ubc31\ub9cc \ub2ec\ub7ec \uaddc\ubaa8\uc758 \ucea0\ud398\uc778\uc744 \uc9c0\uc6d0\ud558\ub294 \uae30\uc5c5\uc5d0 \ud3c9\uade0 18% \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \ubcf4\uace0\ud569\ub2c8\ub2e4. \uae08\uc735 API\uc640 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 AI\ub294 ROI \ubaa9\ud45c\uc640\uc758 \uc900\uc218\uc640 \uc77c\uce58\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\ucd5c\uace0\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc744 \uc704\ud55c \uc8fc\uc694 GenAI \ud68c\uc0ac \ud3c9\uac00<\/h2>\n

\uc5b4\ub5a4 GenAI \ud68c\uc0ac\uac00 \ucd5c\uace0\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc744 \uc81c\uacf5\ud558\ub294\uc9c0 \uacb0\uc815\ud558\uae30 \uc704\ud574, \ube44\uad50 \ubd84\uc11d\uc740 \ub69c\ub837\ud55c \uac15\uc810\uc744 \ub4dc\ub7ec\ub0c5\ub2c8\ub2e4. Google\uc740 Google Ads \uc804\ubc18\uc5d0 \uac78\uce5c Gemini\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569\uc73c\ub85c \uc120\ub450 \uc8fc\uc790\ub85c \ubd80\uc0c1\ud558\uba70, \uc0dd\ud0dc\uacc4\ub85c\ubd80\ud130\uc758 \ube44\uad50\ud560 \uc218 \uc5c6\ub294 \ub370\uc774\ud130 \uc561\uc138\uc2a4\ub85c \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \ucd5c\uc801\ud654\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. Adobe\ub294 Sensei\ub97c \ud1b5\ud55c \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uac1c\uc778\ud654\uc5d0\uc11c \ud0c1\uc6d4\ud558\uba70, \uc2dc\uac01\uc801 \uad11\uace0\ub97c \uc6b0\uc120\uc2dc\ud558\ub294 \ube0c\ub79c\ub4dc\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4. Salesforce\uc758 Einstein\uc740 B2B\ub97c \uc704\ud55c CRM \uc5f0\uacb0 \ucea0\ud398\uc778\uc5d0\uc11c \ube5b\uc744 \ubc1c\ud569\ub2c8\ub2e4. Anthropic\uc758 \uc2e0\ud765 \uc81c\ud488\uad70\uc740 \uc724\ub9ac\uc801 AI \ucd08\uc810\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc \uaddc\ubaa8\uc5d0\uc11c \ub4a4\ucc98\uc9d1\ub2c8\ub2e4. \uc804\uccb4\uc801\uc73c\ub85c Google\uc758 \ud3ec\uad04\uc801\uc778 \uae30\ub2a5, \uc6b0\uc218\ud55c \uc2e4\uc2dc\uac04 \ubd84\uc11d \ubc0f \uc790\ub3d9\ud654 \uad00\ub9ac\ub97c \ud3ec\ud568\ud558\uc5ec \ubca4\uce58\ub9c8\ud06c\uc5d0\uc11c \uc0ac\uc6a9\uc790\ub4e4\uc774 \ud3c9\uade0 40% ROAS \ud5a5\uc0c1\uc744 \ubcf4\uace0\ud558\ub294 \ucd5c\uace0\uc758 \uc120\ud0dd\uc73c\ub85c \uc704\uce58\ud569\ub2c8\ub2e4.<\/p>\n

AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \ubbf8\ub798 \ud0d0\uc0c9<\/h2>\n

\uc55e\uc73c\ub85c\ub97c \ub0b4\ub2e4\ubcf4\uba74, AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uada4\uc801\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624\ub97c \ud63c\ud569\ud55c \uba40\ud2f0\ubaa8\ub2ec \ubaa8\ub378\uacfc \uac19\uc740 \ub354 \uae4a\uc740 GenAI \ud1b5\ud569\uc744 \ud5a5\ud569\ub2c8\ub2e4. \ub9c8\ucf00\ud130\ub4e4\uc740 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc95\uacfc \uac19\uc740 \uaddc\uc81c \ubcc0\ud654\uc5d0 \uc801\uc751\ud558\ub294 \ud50c\ub7ab\ud3fc\uc744 \uc6b0\uc120\uc2dc\ud574\uc57c \ud558\uba70, \uc724\ub9ac\uc801 \ubc30\ud3ec\ub97c \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \uc804\ub7b5\uc801 \uc2e4\ud589\uc740 \uac10\ub3c5\uc774 \uc790\ub3d9\ud654\ub97c \ubcf4\uc644\ud558\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc \uc778\uac04-AI \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ud3ec\ud568\ud558\uba70, \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc720\uc9c0\ud569\ub2c8\ub2e4. GenAI\uac00 \uc131\uc219\ud568\uc5d0 \ub530\ub77c, \uc81c\ud488\uad70\uc740 \uc7a5\uae30 \uc608\uce21\uc744 \uc704\ud55c \uace0\uae09 \uc2dc\ubbac\ub808\uc774\uc158\uc744 \ud1b5\ud569\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc544 \uc804\ud658\uc728\uacfc \ud6a8\uc728\uc131\uc744 \ub354\uc6b1 \ub192\uc77c \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubbf8\ub798 \uc9c0\ud5a5\uc801 \ub3c4\uad6c\ub97c \ucc44\ud0dd\ud558\ub294 \uae30\uc5c5\ub4e4\uc740 \ud604\uc7ac \ub178\ub825\uc744 \ucd5c\uc801\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc2dc\uc7a5 \ubcc0\ud654\uc5d0 \ub300\ud55c \uad11\uace0 \uc804\ub7b5\uc744 \ubbf8\ub798 \uc9c0\ud5a5\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n

\uc774 \uc5ed\ub3d9\uc801\uc778 \ud658\uacbd\uc5d0\uc11c Alien Road\ub294 \uae30\uc5c5\ub4e4\uc774 AI \uad11\uace0 \ucd5c\uc801\ud654\ub97c \ub9c8\uc2a4\ud130\ud558\ub3c4\ub85d \uc548\ub0b4\ud558\ub294 \ucd5c\uace0\uc758 \ucee8\uc124\ud305 \ud68c\uc0ac\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\uc758 \uc804\ubb38\uac00\ub4e4\uc740 \ucd5c\uace0\uc758 GenAI \uc81c\ud488\uad70\uc744 \ud65c\uc6a9\ud558\ub294 \ub9de\ucda4\ud615 \uad6c\ud604\uc744 \uc81c\uacf5\ud558\uba70, \ub9de\ucda4\ud615 \ub85c\ub4dc\ub9f5\uc744 \ud1b5\ud574 \uce21\uc815 \uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \uc774\ub055\ub2c8\ub2e4. \ucea0\ud398\uc778\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc7a0\uc7ac\ub825\uc744 \ud574\uc81c\ud558\uae30 \uc704\ud574 \uc624\ub298 Alien Road\uc640 \uc804\ub7b5\uc801 \uc0c1\ub2f4\uc744 \uc608\uc57d\ud558\uc2ed\uc2dc\uc624\u2014\uc785\uc99d\ub41c AI \uc804\ubb38 \uc9c0\uc2dd\uc73c\ub85c \uad11\uace0\ub97c \ubcc0\ud601\ud558\uc138\uc694.<\/p>\n

\ucd5c\uace0\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc744 \uc81c\uacf5\ud558\ub294 GenAI \ud68c\uc0ac\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 \uad11\uace0 \ucea0\ud398\uc778\uc758 \ud6a8\uc728\uc131\uacfc \ud6a8\uacfc\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 \uc778\uacf5 \uc9c0\ub2a5 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc744 \uac00\ub9ac\ud0b5\ub2c8\ub2e4. \uc774\ub294 \ud0c0\uac9f\ud305, \uc785\ucc30, \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c \uc870\uc815\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uc5ec ROAS\uc640 \uc804\ud658\uacfc \uac19\uc740 \uc9c0\ud45c\ub97c \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4. \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 AI\ub294 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uace0 \uacb0\uacfc\ub97c \uc608\uce21\ud558\uc5ec \uad11\uace0\uc8fc\ub4e4\uc774 \uc790\uc6d0\uc744 \ub354 \uc815\ud655\ud558\uac8c \ubc30\ubd84\ud558\uace0 \ub0ad\ube44\ub97c \uc904\uc77c \uc218 \uc788\uac8c \ud558\uba70, Google\uacfc \uac19\uc740 \ub9ac\ub354\ub4e4\uc758 \ud50c\ub7ab\ud3fc \ubd84\uc11d\uc5d0 \uae30\ubc18\ud558\uc5ec \uc885\uc885 20-40% \uc131\uacfc \ud5a5\uc0c1\uc744 \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n

AI \uad11\uace0 \ucd5c\uc801\ud654\ub97c \uc704\ud574 GenAI \ud68c\uc0ac\ub97c \uc120\ud0dd\ud558\ub294 \uc774\uc720\ub294?<\/h3>\n

GenAI \ud68c\uc0ac\ub4e4\uc740 \uc0dd\uc131 \ubaa8\ub378\uc774 \uc804\ud1b5\uc801\uc778 \ubd84\uc11d\uc744 \ub118\uc5b4 \ub300\uaddc\ubaa8\ub85c \ub3d9\uc801\uc774\uace0 \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20\ub97c \uc0dd\uc131\ud558\uae30 \ub54c\ubb38\uc5d0 AI \uad11\uace0 \ucd5c\uc801\ud654\uc5d0\uc11c \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \uadf8\ub4e4\uc740 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uccad\uc911 \ud589\ub3d9\uc5d0 \ub9de\ucda4\ud615 \uad11\uace0 \ubcc0\ud615\uc744 \uc0dd\uc131\ud558\ub294 \uc81c\ud488\uad70\uc744 \uc81c\uacf5\ud558\uc5ec \ucc38\uc5ec\ub97c \ucd5c\ub300 30% \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc774 \ucc3d\uc758\uc801 \uc6b0\uc704\uc640 \uc608\uce21 \uae30\ub2a5\uc758 \uc870\ud569\uc740 \uacbd\uc7c1\uc801\uc778 \ub514\uc9c0\ud138 \uacf5\uac04\uc5d0\uc11c \uad00\ub828\uc131\uc774 \uc131\uacf5\uc744 \uc774\ub044\ub294 \ud604\ub300 \uad11\uace0\uc5d0 GenAI\ub97c \uc774\uc0c1\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n

AI \uc81c\ud488\uad70\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc740 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub098?<\/h3>\n

AI \uc81c\ud488\uad70\uc5d0\uc11c \uc2e4\uc2dc\uac04 \uc131\uacfc \ubd84\uc11d\uc740 \ucea0\ud398\uc778 \uc9c0\ud45c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uba70, \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud2b8\ub80c\ub4dc\uc640 \uc774\uc0c1\uc744 \uc989\uc2dc \uac10\uc9c0\ud569\ub2c8\ub2e4. \ub3c4\uad6c\ub4e4\uc740 \uad11\uace0 \ud50c\ub7ab\ud3fc\uc758 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \ucc98\ub9ac\ud558\uc5ec \uc804\ub7b5\uc744 \uc989\uc11d\uc5d0\uc11c \uc870\uc815\ud558\uba70, \uc800\uc131\ub2a5 \ud06c\ub9ac\uc5d0\uc774\ud2f0\ube0c\ub97c \uc77c\uc2dc \uc911\uc9c0\ud558\uac70\ub098 \uace0\ucc38\uc5ec \uc138\uadf8\uba3c\ud2b8\ub97c \uc99d\ud3ed\uc2dc\ud0b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, Google\uc758 Gemini\ub294 \ub77c\uc774\ube0c KPI\ub97c \uac00\uc9c4 \ub300\uc2dc\ubcf4\ub4dc\ub97c \uc81c\uacf5\ud558\uc5ec \ub9c8\ucf00\ud130\ub4e4\uc774 \uc218\ub3d9 \uac80\ud1a0\uc5d0 \ube44\ud574 25% \ub354 \ube60\ub978 \ucd5c\uc801\ud654\ub97c \ub2ec\uc131\ud560 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/p>\n

AI \uad11\uace0\uc5d0\uc11c \uccad\uc911 \uc138\ubd84\ud654\uc758 \uc5ed\ud560\uc740 \ubb34\uc5c7\uc778\uac00?<\/h3>\n

AI \uad11\uace0\uc5d0\uc11c \uccad\uc911 \uc138\ubd84\ud654\ub294 \ub370\uc774\ud130 \uae30\ubc18 \ud1b5\ucc30\uc5d0 \ub530\ub77c \uc0ac\uc6a9\uc790\ub97c \ud0c0\uac9f \uadf8\ub8f9\uc73c\ub85c \ub098\ub204\uc5b4 \uad11\uace0 \uad00\ub828\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. GenAI\ub294 \ud589\ub3d9\uacfc \uc758\ub3c4\ub97c \ubd84\uc11d\ud558\uc5ec \uc774\ub7ec\ud55c \uc138\uadf8\uba3c\ud2b8\ub97c \ub3d9\uc801\uc73c\ub85c \uc138\ubc00\ud654\ud558\uba70, 15-35% \ub354 \ub192\uc740 CTR\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \ud6a8\uacfc\uc801\uc778 \uc138\ubd84\ud654\ub294 \uba54\uc2dc\uc9c0\uac00 \uacf5\uac10\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\uc5ec CPA\ub97c \uc904\uc774\uace0 \uc804\uccb4 \ucea0\ud398\uc778 ROI\ub97c \uc815\ud655\ud55c \uc804\ub2ec\uc744 \ud1b5\ud574 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n

AI\ub294 \uad11\uace0\uc5d0\uc11c \uc804\ud658\uc728\uc744 \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\ub098?<\/h3>\n

AI\ub294 \uac1c\uc778\ud654\ub41c \uc81c\uc548\uacfc \ud37c\ub110 \ud5a5\uc0c1\uc73c\ub85c \uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \ucd5c\uc801\ud654\ud558\uc5ec \uc804\ud658\uc728\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uadf8\uac83\uc740 \ubcc0\ud615\uc744 \uc790\ub3d9\uc73c\ub85c \ud14c\uc2a4\ud2b8\ud558\uace0 \uc774\ud0c8\uc744 \ub9de\ucda4\ud615 \uad11\uace0\ub85c \ub9ac\ud0c0\uac9f\ud558\uba70, \uc885\uc885 20% \ud5a5\uc0c1\uc744 \uac00\uc838\uc635\ub2c8\ub2e4. \uc804\ub7b5\uc5d0\ub294 \uc758\ub3c4 \uc608\uce21\uacfc \uc6d0\ud65c\ud55c CTA\uac00 \ud3ec\ud568\ub418\uba70, Salesforce Einstein\uc5d0\uc11c \ud1b5\ud569 \ubd84\uc11d\uc774 \uc0ac\uc6a9\uc790\ub4e4\uc744 \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ub9e4\ub85c \uc548\ub0b4\ud569\ub2c8\ub2e4.<\/p>\n

AI \uad11\uace0 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub294 \ubb34\uc5c7\uc778\uac00?<\/h3>\n

\uc790\ub3d9\ud654\ub41c \uc608\uc0b0 \uad00\ub9ac\ub294 \uc608\uce21\ub41c \uc131\uacfc\ub97c \uae30\ubc18\uc73c\ub85c \uc790\uae08\uc744 \ubc30\ubd84\ud558\ub294 AI\ub97c \uc0ac\uc6a9\ud558\uba70, \uc785\ucc30\uacfc \ud398\uc774\uc2f1\uc744 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc870\uc815\ud558\uc5ec \uac00\uce58\ub97c \ucd5c\ub300\ud654\ud569\ub2c8\ub2e4. \uadf8\uac83\uc740 \uc2dc\ub098\ub9ac\uc624\ub97c \uc2dc\ubbac\ub808\uc774\uc158\ud558\uc5ec \uacfc\uc9c0\ucd9c\uc744 \ubc29\uc9c0\ud558\uba70, Adobe Sensei\uc640 \uac19\uc740 \ud50c\ub7ab\ud3fc\uc740 18% \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \ubcf4\uace0\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc608\uc0b0\uc774 \ubaa9\ud45c\uc640 \uc77c\uce58\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\uba70, \uc218\ub3d9 \uac1c\uc785 \uc5c6\uc774 \ub178\ub825\uc744 \ud655\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n

\uc5b4\ub5a4 GenAI \ud68c\uc0ac\uac00 \ucd5c\uace0\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc744 \uac00\uc9c0\uace0 \uc788\ub098?<\/h3>\n

Google\uc740 Gemini \uac15\ud654 Google Ads\ub97c \ud1b5\ud574 \ucd5c\uace0\uc758 AI \uad11\uace0 \uc81c\ud488\uad70\uc744 \uc81c\uacf5\ud558\uba70, \ucd5c\uc801\ud654, \ubd84\uc11d, \uc790\ub3d9\ud654\ub97c \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8 \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc0dd\ud0dc\uacc4\ub294 \uc6b0\uc218\ud55c \uacb0\uacfc\ub97c \uc804\ub2ec\ud558\uba70, \uc0ac\uc6a9\uc790\ub4e4\uc740<\/p>\n","protected":false},"excerpt":{"rendered":"

AI \uad11\uace0 \ucd5c\uc801\ud654\uc758 \uc804\ub7b5\uc801 \uac1c\uc694 \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 \uc6b0\uc218\ud55c \ucea0\ud398\uc778 \uc131\uacfc\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud55c \ucd08\uc11d\uc73c\ub85c \uc790\ub9ac \uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\ub4e4\uc774 \uc99d\uac00\ud558\ub294 \uacbd\uc7c1\uacfc \ubd84\uc0b0\ub41c \uc18c\ube44\uc790 \uc8fc\uc758\ub825\uc744 \uc9c1\uba74\ud558\uba74\uc11c, \uc0dd\uc131 AI (GenAI) \ud68c\uc0ac\ub4e4\uc740 \uad11\uace0\uc8fc\ub4e4\uc774 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ud0c0\uac9f\ud305\ub41c, \ud6a8\uc728\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\ub294 \ubc29\uc2dd\uc744 \uc7ac\uc815\uc758\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\uc0ac\ub294 \ud575\uc2ec \uc9c8\ubb38\uc5d0 \uae4a\uc774 \ud30c\uace0\ub4ed\ub2c8\ub2e4: \uc5b4\ub5a4 GenAI \ud68c\uc0ac\uac00 \ucd5c\uace0\uc758 […]<\/p>\n","protected":false},"author":1,"featured_media":45266,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2080],"tags":[546],"class_list":["post-102903","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai---ko","tag-ai-3"],"acf":[],"_links":{"self":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/102903","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=102903"}],"version-history":[{"count":1,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/102903\/revisions"}],"predecessor-version":[{"id":102910,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/posts\/102903\/revisions\/102910"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/media\/45266"}],"wp:attachment":[{"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/media?parent=102903"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/categories?post=102903"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alienroad.com\/ko\/wp-json\/wp\/v2\/tags?post=102903"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}