{"id":484,"date":"2026-03-18T09:04:58","date_gmt":"2026-03-18T09:04:58","guid":{"rendered":"https:\/\/2026.sy-alm.com\/?p=484"},"modified":"2026-03-18T09:06:24","modified_gmt":"2026-03-18T09:06:24","slug":"how-ai-improves-user-acquisition-in-programmatic-advertising","status":"publish","type":"post","link":"https:\/\/2026.sy-alm.com\/ko\/how-ai-improves-user-acquisition-in-programmatic-advertising\/","title":{"rendered":"AI\uac00 \ud504\ub85c\uadf8\ub798\ub9e4\ud2f1 \uad11\uace0\uc5d0\uc11c \uc0ac\uc6a9\uc790 \ud655\ubcf4\ub97c \uac1c\uc120\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p class=\" translation-block\">\uace0\ud488\uc9c8 \uc0ac\uc6a9\uc790 \ud655\ubcf4 \uacbd\uc7c1\uc774 \uc2ec\ud654\ub428\uc5d0 \ub530\ub77c \uc0ac\uc6a9\uc790 \ud655\ubcf4\ub294 \uc810\uc810 \ub354 \ubcf5\uc7a1\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \ud0c0\uac9f\ud305 \ubc29\uc2dd\uc73c\ub85c\ub294 \ub354 \uc774\uc0c1 \ub300\uaddc\ubaa8 \ud658\uacbd\uc5d0\uc11c \uc77c\uad00\ub41c \uc131\uacfc\ub97c \ub2ec\uc131\ud558\uae30\uc5d0 \ucda9\ubd84\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ubc14\ub85c \uc774 \uc9c0\uc810\uc5d0\uc11c <strong>AI \uae30\ubc18 \ud504\ub85c\uadf8\ub798\ub9e4\ud2f1 \uad11\uace0<\/strong>\uac00 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<h2><strong><b>\ub370\uc774\ud130 \uae30\ubc18 \uc778\uc218 \ubc29\uc2dd\uc73c\ub85c\uc758 \uc804\ud658<\/b><\/strong><\/h2>\n<p>\ucd5c\uc2e0 \uc0ac\uc6a9\uc790 \ud655\ubcf4 \uc804\ub7b5\uc740 \ubc29\ub300\ud55c \uc591\uc758 \ud589\ub3d9 \ubc0f \uc0c1\ud669 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \uae30\ubc18\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \ud0c0\uac9f\ud305 \ub300\uc2e0, \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc740 \uc571 \uc124\uce58, \uc0ac\uc6a9 \ub610\ub294 \uc804\ud658 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \uc0ac\uc6a9\uc790\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<p>AI\ub294 \uc0ac\uc6a9\uc790 \ud589\ub3d9, \uae30\uae30 \ub370\uc774\ud130, \uc0c1\ud638 \uc791\uc6a9 \ud328\ud134\uacfc \uac19\uc740 \uc2e0\ud638\ub97c \ud3c9\uac00\ud558\uc5ec \ub354\uc6b1 \uc815\ud655\ud55c \ud0c0\uac9f \uace0\uac1d \uc120\uc815\uacfc \uc804\ubc18\uc801\uc778 \ucea0\ud398\uc778 \ud6a8\uc728\uc131 \ud5a5\uc0c1\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h2><strong><b>\ub300\uaddc\ubaa8 \uc2e4\uc2dc\uac04 \ucd5c\uc801\ud654<\/b><\/strong><\/h2>\n<p>\ud504\ub85c\uadf8\ub798\ub9e4\ud2f1 \uad11\uace0\uc5d0\uc11c AI\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc2e4\uc2dc\uac04\uc73c\ub85c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc785\ucc30 \ubaa8\ub378\uc740 \uc131\uacfc \uc2e0\ud638\ub97c \uae30\ubc18\uc73c\ub85c \uc9c0\uc18d\uc801\uc73c\ub85c \uc870\uc815\ub418\uc5b4 \uac01 \ub178\ucd9c\uc758 \uc7a0\uc7ac\uc801 \uac00\uce58\ub97c \ud3c9\uac00\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub97c \ud1b5\ud574 \uad11\uace0\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc744 \ub204\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\uc0b0\uc744 \ub354\uc6b1 \ud6a8\uc728\uc801\uc73c\ub85c \ubc30\ubd84\ud558\uc138\uc694<\/p>\n<p>\ud488\uc9c8\uc774 \ub0ae\uc740 \ud2b8\ub798\ud53d\uc5d0 \ub0ad\ube44\ub418\ub294 \ube44\uc6a9\uc744 \uc904\uc774\uc138\uc694<\/p>\n<p>\uc804\ud658\uc728\uacfc ROAS\ub97c \uac1c\uc120\ud558\uc138\uc694<\/p>\n<h2><strong><b>\uace0\uac00\uce58 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc9d1\uc911<\/b><\/strong><\/h2>\n<p class=\" translation-block\">AI\ub294 \ub300\uaddc\ubaa8 \uc0ac\uc6a9\uc790 \ud655\ubcf4\ub97c \ub118\uc5b4 \uc7a5\uae30\uc801\uc778 \ucc38\uc5ec \ub610\ub294 \uc218\uc775 \ucc3d\ucd9c \uac00\ub2a5\uc131\uc774 \ub192\uc740 <strong>\uace0\uac00\uce58 \uc0ac\uc6a9\uc790<\/strong>\ub97c \uc6b0\uc120\uc2dc\ud558\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc608\uce21 \ubaa8\ub378\uc740 \uace0\uac1d \uc0dd\uc560 \uac00\uce58(LTV)\ub97c \ucd94\uc815\ud558\uc5ec \ub354\uc6b1 \uc2a4\ub9c8\ud2b8\ud55c \uc785\ucc30 \ubc0f \ud0c0\uac9f\ud305 \uc804\ub7b5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n<h2><strong><b>\uc9c0\uc18d \uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \uc8fc\ub3c4\ud558\ub2e4<\/b><\/strong><\/h2>\n<p>AI \uae30\ubc18 \ud504\ub85c\uadf8\ub798\ub9e4\ud2f1 \uad11\uace0\ub294 \uc0ac\uc6a9\uc790 \ud655\ubcf4 \ubc29\uc2dd\uc744 \uc591\uc801 \uc811\uadfc\uc5d0\uc11c \uac00\uce58 \uc911\uc2ec \uc804\ub7b5\uc73c\ub85c \uc804\ud658\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc778\ud154\ub9ac\uc804\uc2a4, \uc2e4\uc2dc\uac04 \ucd5c\uc801\ud654 \ubc0f \uc608\uce21 \ubaa8\ub378\ub9c1\uc744 \uacb0\ud569\ud558\uc5ec \uad11\uace0\uc8fc\ub294 \ub354\uc6b1 \uac15\ub825\ud55c \uc131\uacfc\ub97c \ub2ec\uc131\ud558\uba74\uc11c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc131\uc7a5\uc744 \uc774\ub8f0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>User acquisition has become increasingly complex as competition for high-quality users continues to rise. Traditional targeting methods are no longer&#8230;<\/p>","protected":false},"author":1,"featured_media":485,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-484","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/posts\/484","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/comments?post=484"}],"version-history":[{"count":2,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/posts\/484\/revisions"}],"predecessor-version":[{"id":489,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/posts\/484\/revisions\/489"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/media\/485"}],"wp:attachment":[{"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/media?parent=484"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/categories?post=484"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/2026.sy-alm.com\/ko\/wp-json\/wp\/v2\/tags?post=484"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}