{"id":4680,"date":"2024-04-29T20:53:18","date_gmt":"2024-04-29T12:53:18","guid":{"rendered":"https:\/\/seo.tenten.co\/en\/?p=4680"},"modified":"2024-04-29T21:13:09","modified_gmt":"2024-04-29T13:13:09","slug":"top-ai-applications-using-google-analytics-4-in-2024","status":"publish","type":"post","link":"https:\/\/seo.tenten.co\/ko\/advanced-seo\/2024\ub144-google-analytics-4\ub97c-\uc0ac\uc6a9\ud558\ub294-\ucd5c\uace0\uc758-ai-\uc560\ud50c\ub9ac\ucf00\uc774\uc158\/","title":{"rendered":"2024\ub144 Google Analytics 4\ub97c \uc0ac\uc6a9\ud558\ub294 \uc0c1\uc704 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158"},"content":{"rendered":"<p>Google Analytics\ub294 \ud2b9\ud788 \uc778\uacf5 \uc9c0\ub2a5(AI) \uae30\ub2a5\uacfc \uad00\ub828\ud558\uc5ec \uc0c1\ub2f9\ud55c \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uac70\ucce4\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Universal Analytics\ub294 \uc774\ubbf8 \uac15\ub825\ud55c \uae30\ubc18\uc744 \uc81c\uacf5\ud588\uc9c0\ub9cc Google Analytics 4(GA4) AI\ub294 \uc774\ub97c \ud55c \ub2e8\uacc4 \ub354 \ubc1c\uc804\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uc608\uce21 \ub2a5\ub825\uc744 \ud1b5\ud574 \uace0\uac1d\uc758 \ubbf8\ub798 \ud589\ub3d9\uc744 \uc608\uce21\ud560 \uc218 \uc788\uc744 \uc815\ub3c4\ub85c \uace0\uac1d\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Universal Analytics\uc758 \uc774\ub7ec\ud55c \uc0c8\ub85c\uc6b4 \ubcc0\ud654\ub294 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \ub354\uc6b1 \uad6c\uccb4\ud654\ud560 \uc218 \uc788\ub294 \uc2ec\uce35\uc801\uc778 \ubd84\uc11d\uacfc \uc2e4\uc6a9\uc801\uc778 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae00\uc5d0\uc11c\ub294 GA4 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc7a0\uc7ac\uace0\uac1d \ubd84\ub958\ubd80\ud130 \ucd94\uc138 \uc608\uce21\uae4c\uc9c0 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uac15\ud654\ud558\ub294 \uacfc\uc815\uc744 \uc548\ub0b4\ud569\ub2c8\ub2e4. Google \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc744 \uc790\uc8fc \uc0ac\uc6a9\ud558\ub294 \uc0ac\uc6a9\uc790\uc774\ub4e0 \ucc98\uc74c \uc0ac\uc6a9\ud558\ub294 \uc0ac\uc6a9\uc790\uc774\ub4e0 \uad00\uacc4\uc5c6\uc774 AI \uae30\ubc18 \uae30\ub2a5\uc744 \ud1b5\ud574 \ub9ce\uc740 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>AI\uac00 GA4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95<\/li>\n<li>Google \ubd84\uc11d 4\uc5d0\uc11c AI\uc758 \uc751\uc6a9\n<ul>\n<li>\uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0 \ubc0f \ubb38\uc81c \ud574\uacb0<\/li>\n<li>\uc7a0\uc7ac\uace0\uac1d \uc138\ubd84\ud654 \ubc0f \uac1c\uc778\ud654<\/li>\n<li>\uc804\ud658 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \ubd84\uc11d \uc608\uce21<\/li>\n<li>\uc99d\uac15\ub41c \uc804\uc790\uc0c1\uac70\ub798 \ud1b5\ucc30\ub825<\/li>\n<\/ul>\n<\/li>\n<li>GA4\uc5d0\uc11c AI\ub97c \uad6c\ud604\ud558\ub294 \ubc29\ubc95\n<ul>\n<li>1. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc900\ube44<\/li>\n<li>2. \uad8c\uc7a5 \ub610\ub294 \ub9de\ucda4 \uc774\ubca4\ud2b8 \ubc0f \uc804\ud658 \ubaa8\ub2c8\ud130\ub9c1<\/li>\n<li>3. \uad50\ucc28\ucc44\ub110 \ud1b5\ucc30\ub825\uc744 \uc735\ud569\ud558\uc138\uc694<\/li>\n<li>4. AI \uc911\uc2ec\uc758 \uc7a0\uc7ac\uace0\uac1d \uc138\ubd84\ud654 \ucc44\ud0dd<\/li>\n<li>5. \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\uc900\uc73c\ub85c AI \ud1b5\ucc30\ub825 \ud3c9\uac00<\/li>\n<li>6. \uc0ac\uc6a9\uc790 \uacbd\ub85c \uc5f0\uad6c<\/li>\n<\/ul>\n<\/li>\n<li>GA4\uc5d0\uc11c \ud6a8\uc728\uc801\uc778 AI \ud65c\uc6a9\uc744 \uc704\ud55c \uc804\ub7b5<\/li>\n<li>AI \ub3c4\uad6c\ub97c Google \ubd84\uc11d 4\uc640 \ud1b5\ud569<\/li>\n<li>Google \ubd84\uc11d 4\uc640 \ud568\uaed8 AI \uc0ac\uc6a9\uc5d0 \ub300\ud55c FAQ\n<ul>\n<li>GA4\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ud558\ub098\uc694?<\/li>\n<li>GA4\uc758 Google Analytics Intelligence\ub294 \ubb34\uc5c7\uc73c\ub85c \uad6c\uc131\ub418\ub098\uc694?<\/li>\n<li>AI\uac00 GA4\uc758 \uc804\ud658 \ud5a5\uc0c1\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub098\uc694?<\/li>\n<li>AI \uc0dd\uc131 \ud1b5\ucc30\ub825\uc744 \ud65c\uc6a9\ud560 \ub54c \uc5fc\ub450\uc5d0 \ub450\uc5b4\uc57c \ud560 \uc8fc\uc758 \uc0ac\ud56d\uc774 \uc788\uc2b5\ub2c8\uae4c?<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><a id=\"how-ai-boosts-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI\uac00 GA4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95<\/h2>\n<p>AI\ub294 \ud55c\ub3d9\uc548 Google Analytics\uc5d0 \ud1b5\ud569\ub418\uc5c8\uc73c\uba70 \ucc98\uc74c\uc5d0\ub294 Universal Analytics\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc774 \ud45c\uc2dc\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <strong>\uc9c0\ub2a5\ud615 \ubd84\uc11d<\/strong>. \uc774 \ub9ac\uc18c\uc2a4\ub294 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc0ac\uc774\ud2b8 \ub610\ub294 \uc571 \uc131\ub2a5\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Google Analytics 4\ub294 \uae30\uacc4 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc774\ud574\ub97c \ub2e8\uc21c\ud654\ud568\uc73c\ub85c\uc368 \uc774\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uac8c\ub2e4\uac00 \uc0ac\uc774\ud2b8 \uc131\ub2a5\uc5d0 \ub300\ud55c \uc790\ub3d9\ud654\ub41c \ud1b5\ucc30\ub825\uc744 \uc5bb\ub294 \uac83\uc774 \ud6e8\uc52c \ub354 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc591\ud55c \ubd84\uc11d \uba54\ub274\ub97c \ud0d0\uc0c9\ud558\ub294 \ub300\uc2e0 &quot;\uc5b4\ub290 \uad6d\uac00\uac00 \uac00\uc7a5 \ub9ce\uc740 \uad6c\ub9e4\uc790\uc5d0 \uae30\uc5ec\ud588\uc2b5\ub2c8\uae4c?&quot;\uc640 \uac19\uc740 \uac04\ub2e8\ud55c \uc9c8\ubb38\uc744 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac80\uc0c9\ucc3d\uc744 \uc774\uc6a9\ud558\uc138\uc694.<\/p>\n<p>\uc774\uc5d0 \ub300\ud55c \uc751\ub2f5\uc73c\ub85c Analytics Intelligence\ub294 \ub370\uc774\ud130\ub97c \uc2a4\uce94\ud558\uc5ec \uac00\uc7a5 \ub9ce\uc740 \uc804\ud658\uc744 \uc720\ub3c4\ud558\ub294 \uad6d\uac00 \ubaa9\ub85d\uc744 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p>GA4\uc5d0\ub294 \ub2e4\uc74c\ub3c4 \ud3ec\ud568\ub429\ub2c8\ub2e4. <strong>\ud1b5\ucc30\ub825 \ubc0f \uad8c\uc7a5 \uc0ac\ud56d<\/strong> \ubd80\ubd84. \uc774 \uc138\uadf8\uba3c\ud2b8\ub294 \uc8fc\uc758\ub97c \uae30\uc6b8\uc77c \ub9cc\ud55c \uc911\uc694\ud55c \ubcc0\ud654\ub098 \uae30\ud68c\ub97c \uac15\uc870\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ube44\uc815\uc0c1\uc801\uc73c\ub85c \ub9ce\uc740 \uad6c\ub9e4\uac00 \ubc1c\uc0dd\ud55c \ud2b9\uc815 \uc81c\ud488 \ud398\uc774\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c GA4\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\ub978 \uae30\ub2a5\uc744 \uc704\ud574 Analytics Intelligence \ub4a4\uc5d0 \ub3d9\uc77c\ud55c \uae30\uacc4 \ud559\uc2b5 \uc54c\uace0\ub9ac\uc998\uc744 \ubc30\ud3ec\ud569\ub2c8\ub2e4. <strong>\uc608\uce21 \uc9c0\ud45c<\/strong>. \uc774 \ub3c4\uad6c\ub294 \ud5a5\ud6c4 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud558\uc5ec \ud310\ub9e4 \uc911\uc2ec \ucea0\ud398\uc778\uc744 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><a id=\"applications-of-ai-in-google-analytics-4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>Google \ubd84\uc11d 4\uc5d0\uc11c AI\uc758 \uc751\uc6a9<\/h2>\n<p>\ub514\uc9c0\ud138 \ub9c8\ucf00\ud305\uc5d0\uc11c GA4\uc758 AI\ub97c \uc2e4\uc81c\ub85c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><a id=\"detecting-anomalies-and-resolving-issues\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0 \ubc0f \ubb38\uc81c \ud574\uacb0<\/h3>\n<p>Universal Analytics\uc758 \uc774\uc804 \ubc84\uc804\uacfc \uc720\uc0ac\ud558\uac8c GA4 AI\ub294 \uae30\uacc4 \ud559\uc2b5\uc744 \ubc30\ud3ec\ud558\uc5ec \uc77c\ubc18\uc801\uc73c\ub85c \uc774\uc0c1\uc774\ub77c\uace0 \ubd88\ub9ac\ub294 \uc6f9\uc0ac\uc774\ud2b8 \ud2b8\ub798\ud53d \ubc0f \uc0ac\uc6a9\uc790 \ud65c\ub3d9\uc758 \uc608\uc0c1\uce58 \ubabb\ud55c \ucd94\uc138\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4 GA4\uc758 \uc790\ub3d9 \ud1b5\uacc4\ub294 \ud2b9\uc815 \uad6d\uac00 \ub610\ub294 \uc9c0\uc5ed\uc758 \ud2b8\ub798\ud53d\uc774 \uac11\uc790\uae30 \uc99d\uac00\ud558\uac70\ub098 \uac10\uc18c\ud588\uc74c\uc744 \uc54c\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\ub9e4 \uc774\ubca4\ud2b8\uc758 \ub9e5\ub77d\uc5d0\uc11c \ub9e4\ucd9c\uc774 \ud06c\uac8c \uae09\uc99d\ud558\uac70\ub098 \uac10\uc18c\ud558\ub294 \uacbd\uc6b0\uc5d0\ub3c4 \uc774\uc0c1 \ud0d0\uc9c0 \uc2dc\uc2a4\ud15c\uc774 \uc2e4\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\uc815 \uc9c0\ud45c\ub098 \uc774\ubca4\ud2b8\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ub9de\ucda4\ud615 \ud1b5\ucc30\ub825\uc744 \uc0dd\uc131\ud558\uace0 \uad00\ub9ac\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ubb38\uc81c\ub97c \uc815\ud655\ud788 \ucc3e\uc544\ub0b4\uace0 \uc774\uc5d0 \ub530\ub77c \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><a id=\"recommended-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\ucd94\ucc9c\ub3c4\uc11c<\/h4>\n<p>\ud2b8\ub798\ud53d\uc744 \ub298\ub9ac\uace0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\ud558\uae30 \uc704\ud574 \uc6f9\uc0ac\uc774\ud2b8 \uc131\ub2a5\uc744 \ud3c9\uac00\ud558\ub294 \ubc29\ubc95<br \/>\n\uc774\ud0c8\ub960\uc744 \ub0ae\ucd94\uace0 \uc804\ud658\uc728, \ucda9\uc131\ub3c4, \ube0c\ub79c\ub4dc \uac00\uc2dc\uc131\uc744 \ub192\uc774\ub294 \ubc29\ubc95<\/p>\n<h3><a id=\"segmenting-audiences-and-personalization\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\uc7a0\uc7ac\uace0\uac1d \uc138\ubd84\ud654 \ubc0f \uac1c\uc778\ud654<\/h3>\n<p>GA4\ub97c \uc0ac\uc6a9\ud558\uba74 \uc778\uad6c\ud1b5\uacc4 \ubc0f \uc0ac\uc6a9\uc790 \uc791\uc5c5\uacfc \uac19\uc740 \uc8fc\uc694 \ud2b9\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uc7a0\uc7ac\uace0\uac1d\uc744 \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc790\ub3d9\ud654\ub41c \ud1b5\ucc30\ub825\uc740 \ub9de\ucda4\ud615 \ucf58\ud150\uce20 \uc804\ub2ec \uc804\ub7b5\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc804\uc790 \uc0c1\uac70\ub798 \uc0ac\uc774\ud2b8\ub97c \uc6b4\uc601\ud558\uace0 \ub9c8\ucf00\ud305 \ucea0\ud398\uc778\uc744 \uacc4\ud68d\ud558\ub294 \uacbd\uc6b0 Analytics Intelligence\ub294 \uc5f0\ub839, \uc131\ubcc4, \uc9c0\ub9ac\uc801 \uc704\uce58, \uacfc\uac70 \uad6c\ub9e4 \ub0b4\uc5ed \ubc0f \ubc29\ubb38\ud55c \uc6f9 \ud398\uc774\uc9c0\ub97c \uae30\ubc18\uc73c\ub85c \uac00\uc7a5 \ub9ce\uc774 \uad6c\ub9e4\ud558\ub294 \uad6c\ub9e4\uc790 \uc720\ud615\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uba74 \ud2b9\uc815 \uace0\uac1d\uc744 \uc0dd\uc131\ud558\uc5ec \ud2b9\uc815 \ud504\ub85c\ubaa8\uc158\uc5d0 \ub300\ud55c \ubc18\uc751\uc744 \uce21\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud0c0\uac9f \uc804\ub7b5\uc744 \uc0ac\uc6a9\ud558\uba74 \ud0c0\uac9f \uace0\uac1d\uc758 \uacf5\uac10\uc744 \ubd88\ub7ec\uc77c\uc73c\ud0a4\ub294 \uc811\uadfc \ubc29\uc2dd\uc5d0 \ucd08\uc810\uc744 \ub9de\ucdb0 \uc608\uc0b0\uc744 \ud604\uba85\ud558\uac8c \ud560\ub2f9\ud558\ub294 \uac83\uc774 \ub354 \uac04\ub2e8\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n<h3><a id=\"predictive-analytics-for-optimizing-conversions\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\uc804\ud658 \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uc608\uce21 \ubd84\uc11d<\/h3>\n<p>GA4\ub294 \uc608\uce21 \uce21\uc815\ud56d\ubaa9\uc744 \ud1b5\ud574 \uc804\ud658 \ucd5c\uc801\ud654\ub97c \ud5a5\uc0c1\ud569\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc608\uc0c1 \uc218\uc775\uc774 \ub192\uace0 \uc774\uc9c1 \ud655\ub960\uc774 \ub0ae\uc740 \ub9c8\ucf00\ud305 \ud65c\ub3d9\uc5d0 \uc9d1\uc911\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uce21\uc815\ud56d\ubaa9\uc744 \ud65c\uc6a9\ud558\ub294 \ub3c4\uad6c \uc911 \ud558\ub098\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <strong>\uc608\uce21 \uc7a0\uc7ac\uace0\uac1d<\/strong>. \uc774 \ub3c4\uad6c\ub294 \uae30\uacc4 \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud5a5\ud6c4 \uad6c\ub9e4\ub97c \uc644\ub8cc\ud558\uac70\ub098 \uc0c1\ub2f9\ud55c \uc218\uc775\uc744 \ucc3d\ucd9c\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \uc0ac\uc6a9\uc790\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ub9c8\ucf00\ud305 \ub9ac\uc18c\uc2a4\ub97c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \ud560\ub2f9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h3><a id=\"augmented-ecommerce-insights\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\uc99d\uac15\ub41c \uc804\uc790\uc0c1\uac70\ub798 \ud1b5\ucc30\ub825<\/h3>\n<p>\uc628\ub77c\uc778 \ube44\uc988\ub2c8\uc2a4\uc758 \uacbd\uc6b0 GA4\ub294 \ub2e8\uc21c\ud55c \uc804\ud658 \ucd5c\uc801\ud654 \uc774\uc0c1\uc758 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. AI \uae30\ubc18 \uc804\uc790\uc0c1\uac70\ub798 \ud1b5\ucc30\ub825\uc740 \uc7ac\uace0 \uad00\ub9ac\uc640 \uac19\uc740 \uc601\uc5ed\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>GA4\ub294 \uacfc\uac70 \ud310\ub9e4 \ub370\uc774\ud130\uc640 \uc2dc\uae30\ub97c \ubd84\uc11d\ud558\uc5ec \uc218\uc694 \uc608\uce21\uc5d0 \ub3c4\uc6c0\uc744 \uc8fc\uc5b4 \uacfc\uc789\uc774\ub098 \ubd80\uc871 \uc5c6\uc774 \uc801\uc808\ud55c \uc7ac\uace0 \uc218\uc900\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<p>\uac00\uaca9\uc740 GA4\uc758 AI\uac00 \uc720\uc6a9\ud55c \ub610 \ub2e4\ub978 \uc601\uc5ed\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc704\uce58, \uc774\uc804 \uad6c\ub9e4 \ub0b4\uc5ed, \ud0d0\uc0c9 \uc2b5\uad00\uc5d0 \ub530\ub77c \uac00\uaca9\uc744 \uc870\uc815\ud558\uc5ec \uad6c\ub9e4 \uac00\ub2a5\uc131\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>[<\/p>\n<p>](\/\uc6f9\ud638\uc2a4\ud305)<\/p>\n<h2><a id=\"how-to-use-ai-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4\uc5d0\uc11c AI\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95<\/h2>\n<p>Google Analytics Intelligence\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\ub97c \ucd94\uc801\ud558\uace0 \ucd94\uc138\ub97c \ubd84\uc11d\ud558\uba70 \ub514\uc9c0\ud138 \ub9c8\ucf00\ud305 \ub178\ub825\uc5d0 \ub300\ud55c \ucd94\uac00 \ud1b5\ucc30\ub825\uc744 \uc5bb\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><a id=\"1-collect-and-prepare-data\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>1. \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc900\ube44<\/h3>\n<p>GA4 AI\ub97c \ud65c\uc6a9\ud558\ub824\uba74 \ub370\uc774\ud130 \uc218\uc9d1\uc744 \uc704\ud574 \uc6f9\uc0ac\uc774\ud2b8\ub97c Google Analytics\uc5d0 \uc5f0\uacb0\ud558\uc138\uc694. GA4 \uc124\uc815 \ub3c4\uc6b0\ubbf8 \uc0ac\uc6a9\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc9c0\uce68\uc740 GA4 \ud29c\ud1a0\ub9ac\uc5bc\uc744 \uc0b4\ud3b4\ubcf4\uc138\uc694. \ub610\ud55c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ubcf4\ub2e4 \ud3ec\uad04\uc801\uc778 \ubcf4\uace0\ub97c \uc704\ud574 CSV \ud30c\uc77c\uc5d0\uc11c \uc678\ubd80 \ub370\uc774\ud130\ub97c \uc5c5\ub85c\ub4dc\ud558\ub294 \ubc29\ubc95\ub3c4 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<p>\uc0ac\uc6a9\uc790\uc758 \ucd5c\ucd08 \ubc29\ubb38\uacfc \uac19\uc740 \uae30\ubcf8 \uc774\ubca4\ud2b8\ub294 \uae30\ubcf8 \ucd94\uc801 \ucf54\ub4dc\ub97c \uc0ac\uc6a9\ud558\uc5ec GA4\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \ucea1\ucc98\ub418\ubbc0\ub85c \ucd5c\uc885\uc801\uc73c\ub85c \ucd94\uac00 \uc124\uc815\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<p>AI\uc5d0 \ub300\ud574 \ubcf4\ub2e4 \uad11\ubc94\uc704\ud55c \ucd94\uc801\uc744 \ud65c\uc131\ud654\ud558\ub824\uba74 \ub2e4\uc74c\uc744 \ud65c\uc131\ud654\ud558\uc2ed\uc2dc\uc624. <strong>\ud5a5\uc0c1\ub41c \uce21\uc815<\/strong> GA4\uc5d0\uc11c. \uc774 \uae30\ub2a5\uc740 \ucd94\uac00 \ucf54\ub529 \uc5c6\uc774 \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc0c1\ud638 \uc791\uc6a9\uc744 \ucea1\ucc98\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ud398\uc774\uc9c0 \uc870\ud68c\uc218.<\/strong>\uc6f9\ud398\uc774\uc9c0\uac00 \uc644\uc804\ud788 \ub85c\ub4dc\ub418\ub294 \uac01 \uc778\uc2a4\ud134\uc2a4\ub97c \uae30\ub85d\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc2a4\ud06c\ub864.<\/strong> \uc0ac\uc6a9\uc790\uac00 \uc6f9\ud398\uc774\uc9c0 \ud558\ub2e8\uc5d0 \ub3c4\ub2ec\ud558\ub294 \ucd5c\ucd08 \uc21c\uac04\uc744 \uae30\ub85d\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc678\ubd80 \ud074\ub9ad.<\/strong> \ud604\uc7ac \uc0ac\uc774\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\uc790\ub97c \ub9ac\ub514\ub809\uc158\ud558\ub294 \ubaa8\ub4e0 \ud074\ub9ad\uc744 \ubb38\uc11c\ud654\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc6f9\uc0ac\uc774\ud2b8 \uac80\uc0c9.<\/strong> \uc0ac\uc6a9\uc790\uac00 \uac80\uc0c9 \uacb0\uacfc \ud398\uc774\uc9c0\ub97c \ubc29\ubb38\ud560 \ub54c\ub9c8\ub2e4 \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\ube44\ub514\uc624 \uc0c1\ud638 \uc791\uc6a9.<\/strong> \uc2dc\uc791\ubd80\ud130 \uc9c4\ud589\uae4c\uc9c0 \ucd94\uc801\ud569\ub2c8\ub2e4. <strong>10%<\/strong> \uc5d0\uac8c <strong>75%<\/strong> \ub9c8\ucee4 \ubc0f \ube44\ub514\uc624 \uc644\uc131.<\/li>\n<li><strong>\ub2e4\uc6b4\ub85c\ub4dc \uac00\ub2a5\ud55c \ud30c\uc77c.<\/strong> \uc0ac\uc6a9\uc790\uac00 \ubb38\uc11c, \ud14d\uc2a4\ud2b8, \uc624\ub514\uc624\/\ube44\ub514\uc624 \ud30c\uc77c\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\ub294 \uacbd\uc6b0 \uc778\uc2a4\ud134\uc2a4\ub97c \ucd94\uc801\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ud5a5\uc0c1\ub41c \uce21\uc815\uc744 \ud65c\uc131\ud654\ud558\ub824\uba74 \ub2e4\uc74c \ub2e8\uacc4\ub97c \ub530\ub974\uc138\uc694.<\/p>\n<ol>\n<li>\n<p>Google Analytics\ub85c \uc774\ub3d9\ud558\uc5ec <strong>\uad00\ub9ac\uc790<\/strong> \uc67c\ucabd \ud558\ub2e8\uc5d0 \uc788\ub294 \ubc84\ud2bc\uc744 \ud074\ub9ad\ud558\uc138\uc694. \ud604\uc7ac \uc704\uce58\uc5d0 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694. <strong>\uad00\ub9ac\uc790<\/strong> \ud0ed.<\/p>\n<\/li>\n<li>\n<p>\uc120\ud0dd\ud558\ub2e4 <strong>\ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc<\/strong> \u2192 <strong>\ud3b8\ubb3c<\/strong>. \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/p>\n<\/li>\n<li>\n<p>\ud560 \uc218 \uc788\uac8c \ud558\ub2e4 <strong>\ud5a5\uc0c1\ub41c \uce21\uc815<\/strong> \ud544\uc694\uc5d0 \ub530\ub77c \uc124\uc815\uc744 \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p>Google Analytics 4\uc5d0 \ub300\ud55c \ub354 \ub9ce\uc740 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub824\uba74 \ub2e4\uc74c \uc139\uc158\uc5d0\uc11c \ub2e4\ub8f0 \uc8fc\uc81c\uc778 \ucd94\uc801 \uc0ac\uc6a9\uc790 \uc815\uc758 \uc774\ubca4\ud2b8\ub97c \uc0b4\ud3b4\ubcf4\uc138\uc694.<\/p>\n<h3><a id=\"2-track-recommended-or-custom-events-and-conversions\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>2. \uad8c\uc7a5 \ub610\ub294 \ub9de\ucda4 \uc774\ubca4\ud2b8 \ubc0f \uc804\ud658 \ucd94\uc801<\/h3>\n<p>GA4\ub294 \ub370\uc774\ud130\uc758 \uc77c\ubd80 \uc804\ucc98\ub9ac \ubc29\ubc95\ub860\uc744 \uc790\ub3d9\ud654\ud558\uc9c0\ub9cc \ubcf4\ub2e4 \uac1c\uc778\ud654\ub41c \ud1b5\uacc4\ub97c \uc5bb\uae30 \uc704\ud574 \uad8c\uc7a5 \uc774\ubca4\ud2b8\uc640 \ub9de\ucda4 \uc774\ubca4\ud2b8\ub97c \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ucc30\ub825\uc740 Google Analytics\uc758 \uae30\uacc4 \ud559\uc2b5 \ud504\ub85c\uc138\uc2a4\uc5d0 \uae30\uc5ec\ud558\uc5ec \uc0ac\uc774\ud2b8 \ubc29\ubb38\uc790\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \ubcf4\uace0\uc11c\uc640 \ub354 \uae4a\uc740 \uc774\ud574\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\uad8c\uc7a5\ub418\ub294 \uc0c1\ud638 \uc791\uc6a9.<\/strong> \uc774\ub294 Google\uac00 \ud5a5\uc0c1\ub41c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \ucd94\uc801\uc744 \uad8c\uc7a5\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4.<\/li>\n<li><strong>\ub9de\ucda4\ud615 \uc0c1\ud638\uc791\uc6a9.<\/strong> Google\uc5d0\uc11c \uc790\ub3d9\uc73c\ub85c \uc218\uc9d1\ud558\uac70\ub098 \ucd94\ucc9c\ud558\ub294 \uc774\ubca4\ud2b8\uac00 \uadc0\ud558\uc758 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\uc9c0 \ubabb\ud558\ub294 \uacbd\uc6b0 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc774\ubca4\ud2b8 \ucd94\uc801\uc744 \uc0ac\uc6a9\ud558\uc138\uc694.<\/li>\n<\/ul>\n<p>\uad8c\uc7a5 \uc774\ubca4\ud2b8 \ucd94\uc801\uacfc \ub9de\ucda4 \uc774\ubca4\ud2b8 \ucd94\uc801\uc744 \uc124\uc815\ud558\ub294 \uacfc\uc815\uc740 \uc0c1\ub2f9\ud788 \uc720\uc0ac\ud569\ub2c8\ub2e4. \ucc28\ubcc4\uc810\uc740 \ucee4\uc2a4\ud140 \uc778\ud130\ub799\uc158\uc758 \uacbd\uc6b0 \uc774\ubca4\ud2b8 \uc774\ub984\uc744 \uc9c1\uc811 \uc791\uc131\ud574\uc57c \ud558\uace0, \ucd94\ucc9c \uc774\ubca4\ud2b8\uc758 \uacbd\uc6b0 Google\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uc774\ubca4\ud2b8 \uc774\ub984\uc744 \uc0ac\uc6a9\ud574\uc57c \ud55c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4.<\/p>\n<p>GA4 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \ub450 \uac00\uc9c0 \uc720\ud615\uc758 \uc0c1\ud638\uc791\uc6a9\uc744 \uad6c\uc131\ud558\ub294 \uc808\ucc28\ub97c \uc790\uc138\ud788 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>Google Analytics\uc5d0\uc11c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc774\ubca4\ud2b8\ub97c \uc120\ud0dd\ud560 \ub54c \uba87 \uac00\uc9c0\ubd80\ud130 \uc2dc\uc791\ud558\uc5ec \ud544\uc694\uc5d0 \ub530\ub77c \ud655\uc7a5\ud558\uc138\uc694. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud558\uace0 \uc555\ub3c4\uac10\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4. \ub2e4\uc74c \uc9c8\ubb38\uc744 \uace0\ub824\ud558\uc2ed\uc2dc\uc624.<\/p>\n<ul>\n<li>\uadc0\ud558\uc758 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\ub294 \ubb34\uc5c7\uc785\ub2c8\uae4c? \ub9e4\ucd9c \uc99d\ub300, \uc0ac\uc6a9\uc790 \ucc38\uc5ec \uac15\ud654 \ub610\ub294 \uae30\ud0c0 \ubaa9\ud45c \ub2ec\uc131\uc744 \ubaa9\ud45c\ub85c \ud558\uc2dc\ub098\uc694?<\/li>\n<li>\uc0ac\uc774\ud2b8 \ubc29\ubb38\uc790\ub294 \ub204\uad6c\ub85c \uad6c\uc131\ub429\ub2c8\uae4c? \uccad\uc911\uc744 \uc774\ud574\ud55c \ud6c4\uc5d0\ub294 \uadf8\ub4e4\uacfc \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uc0c1\ud638 \uc791\uc6a9\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0b4\uc2ed\uc2dc\uc624.<\/li>\n<li>\uacbd\uc7c1\uc5c5\uccb4\uc5d0\uc11c\ub294 \uc5b4\ub5a4 \ucd94\uc801 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud558\uace0 \uc788\ub098\uc694? \uc774\ub4e4\uc758 \uc804\ub7b5\uc740 \uadc0\ud558\uc758 \uc6f9\uc0ac\uc774\ud2b8 \uacc4\ud68d\uc5d0 \uc601\uac10\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc8fc\ubaa9\ud574\uc57c \ud560 \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \uce21\uba74\uc740 <strong>\uc804\ud658<\/strong>\ub294 \uc0ac\uc774\ud2b8\uc5d0\uc11c \uc911\uc694\ud55c \uc0ac\uc6a9\uc790 \uc791\uc5c5\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. Universal Analytics\uc5d0\uc11c\ub294 \uc774\uac83\uc774 \ubaa9\ud45c\ub85c \uc2dd\ubcc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>GA4\uc5d0\uc11c\ub294 \ud2b9\uc815 \uc720\ud615\uc758 \uc804\ud658\uc774 \uc774\ubbf8 \uc0ac\uc804 \uc815\uc758\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8, \uc571 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uad00\ucc30\ud558\ub294\uc9c0 \uc6f9 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uad00\ucc30\ud558\ub294\uc9c0\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \ub2e4\uc74c\uc5d0\uc11c \ucc3e\uc544\ubcf4\uc138\uc694. <strong>Google \ubd84\uc11d \uad00\ub9ac\uc790<\/strong> \u2192 <strong>\uc804\ud658<\/strong> \ubd80\ubd84.<\/p>\n<p>\ub2e4\uc74c \ub2e8\uacc4\uc5d0 \ub530\ub77c \uc218\ub3d9\uc73c\ub85c \uc774\ubca4\ud2b8\ub97c \uc804\ud658\uc73c\ub85c \uc9c0\uc815\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\ub2e4\uc74c\uc73c\ub85c \uc9c4\ud589\ud558\uc138\uc694. <strong>Google \ubd84\uc11d \uad00\ub9ac\uc790<\/strong> \u2192 <strong>\uc774\ubca4\ud2b8<\/strong> \uc0ac\uc774\ub4dc\ubc14\uc5d0\uc11c.<\/li>\n<li>\uadc0\ud558\uc758 \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ubd80\ud569\ud558\ub294 \uc774\ubca4\ud2b8\ub97c \uc2dd\ubcc4\ud558\uc2ed\uc2dc\uc624. \ub610\ub294 \ub2e4\uc74c\uc744 \uc120\ud0dd\ud558\uc5ec \uc804\ud658\uc73c\ub85c \ucd94\uc801\ud560 \uc0c8 \uc774\ubca4\ud2b8\ub97c \uc124\uc815\ud558\uc138\uc694. <strong>\uc774\ubca4\ud2b8 \ub9cc\ub4e4\uae30<\/strong>.<\/li>\n<li>\ud65c\uc131\ud654 <strong>\uc804\ud658\uc73c\ub85c \ud45c\uc2dc<\/strong> \uc120\ud0dd\ud55c \uc774\ubca4\ud2b8 \uc606\uc73c\ub85c \uc804\ud658\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>Google Analytics\uc5d0\uc11c \uad00\ub9ac\uc790, \ud3b8\uc9d1\uc790 \ub610\ub294 \ubd84\uc11d\uac00 \uad8c\ud55c\uc744 \ubcf4\uc720\ud55c \uacbd\uc6b0 \uc0ac\uc6a9\uc790 \uc815\uc758 \ud1b5\ucc30\ub825\uc744 \uc0dd\uc131\ud558\uc5ec \uc804\ud658\uc758 \ube44\uc815\uc0c1\uc801\uc778 \ubcc0\ud654\uc5d0 \ub300\ud55c \uacbd\uace0\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc218\uc2e0\ud558\ub294 \uac83\uc744 \uace0\ub824\ud558\uc2ed\uc2dc\uc624. \uc774\ub97c \ud1b5\ud574 \ubcc0\ub3d9\uc5d0 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud558\uace0 \uc804\uc220\uacfc \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ubaa8\ub450 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>Google Analytics \ud648\ud398\uc774\uc9c0\uc5d0\uc11c <strong>\ud1b5\ucc30\ub825 \ubc0f \uad8c\uc7a5 \uc0ac\ud56d<\/strong> \uadf8\ub9ac\uace0 \uc120\ud0dd <strong>\ubaa8\ub4e0 \ud1b5\uacc4 \ubcf4\uae30<\/strong>. \ub538\uae4d \ud558\ub294 \uc18c\ub9ac <strong>\ub9cc\ub4e4\ub2e4<\/strong>.<\/li>\n<li>\uc5ec\uae30\uc5d0\uc11c \ub77c\ubca8\uc774 \uc9c0\uc815\ub41c \ucd94\ucc9c \ub9de\ucda4 \ud1b5\uacc4\ub97c \ud65c\uc6a9\ud558\uc138\uc694. <strong>\uc77c\uc77c \uc804\ud658\uc218 \uc774\uc0c1<\/strong>\uc744 \ud074\ub9ad\ud558\uace0 <strong>\uc120\ud0dd \ud56d\ubaa9 \ub9cc\ub4e4\uae30<\/strong>.<\/li>\n<\/ol>\n<p>\ub9de\ucda4\ud615 \ud1b5\ucc30\ub825\uc744 \ucd94\uac00\ub85c \ub9de\ucda4\ud654\ud558\uace0 \uad00\ub9ac\ud558\ub824\uba74 <strong>\uad00\ub9ac\ud558\ub2e4<\/strong> Insight \ub300\uc2dc\ubcf4\ub4dc\uc5d0\uc11c \ub9de\ucda4 \ud1b5\uacc4\ub97c \uc120\ud0dd\ud558\uace0 <strong>\uc810 3\uac1c \ubc84\ud2bc<\/strong> \u2192 <strong>\ud3b8\uc9d1\ud558\ub2e4<\/strong>. \uc5ec\uae30\uc5d0\uc11c \ud3c9\uac00 \ube48\ub3c4, \uc138\uadf8\uba3c\ud2b8, \uc9c0\ud45c, \uc870\uac74 \ubc0f \uc774\uba54\uc77c \uc54c\ub9bc\uc744 \uc124\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><a id=\"3-integrate-cross-channel-insights\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>3. \uad50\ucc28\ucc44\ub110 \ud1b5\ucc30\ub825 \ud1b5\ud569<\/h3>\n<p>\uad50\ucc28\ucc44\ub110 \ud1b5\ud569\uc5d0\ub294 \ub2e4\uac01\uc801\uc778 \ubd84\uc11d\uc744 \uc704\ud574 \uac80\uc0c9 \uc5d4\uc9c4, \uad11\uace0, \uc774\uba54\uc77c, \uc18c\uc15c \ub124\ud2b8\uc6cc\ud06c \ub4f1 \ub2e4\uc591\ud55c \ud50c\ub7ab\ud3fc\uc758 \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \ucd08\uae30 \ube0c\ub79c\ub4dc \ubc1c\uacac\ubd80\ud130 \ud6c4\uc6d0\uc790\uac00 \ub418\uae30\uae4c\uc9c0 \uc0ac\uc6a9\uc790\uc758 \uc804\uccb4 \uc5ec\uc815\uc744 \ucd94\uc801\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc790\uc5f0 \uac80\uc0c9 \uce21\uc815\ud56d\ubaa9\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc815\ubcf4\ub97c \uc5bb\uc73c\ub824\uba74 Google Search Console\uc744 GA4 \ud504\ub85c\ud544\uc5d0 \uc5f0\uacb0\ud558\uc138\uc694. \uc774 \ud1b5\ud569\uc744 \ud1b5\ud574 \uac80\uc0c9 \uacb0\uacfc \ubc0f \uac00\uc7a5 \ub9ce\uc774 \ud074\ub9ad\ub41c \uac80\uc0c9\uc5b4\uc5d0\uc11c \uc0ac\uc774\ud2b8\uc758 \uc704\uce58\ub97c \uad00\ucc30\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\ucd94\ucc9c \ub3c5\uc11c<\/h4>\n<p>\uc6f9\uc0ac\uc774\ud2b8\ub97c \uac80\uc0c9 \uc5d4\uc9c4\uc5d0 \uc81c\ucd9c\ud558\uace0 \uc21c\uc704\ub97c \ub9e4\uae30\ub294 \ubc29\ubc95<\/p>\n<p>Google Search Console\uacfc GA4 \uac04\uc758 \uc5f0\uacb0\uc744 \uc124\uc815\ud558\ub824\uba74 \ub2e4\uc74c \ub2e8\uacc4\ub97c \ub530\ub974\uc138\uc694.<\/p>\n<ol>\n<li>Google \ubd84\uc11d \ub0b4\uc5d0\uc11c \ub2e4\uc74c\uc744 \ubc29\ubb38\ud558\uc138\uc694. <strong>\uad00\ub9ac\uc790<\/strong> \u2192 <strong>\uc81c\ud488 \ub9c1\ud06c<\/strong> \u2192 <strong>\uac80\uc0c9 \ucf58\uc194 \ub9c1\ud06c<\/strong>.<\/li>\n<li>\ub2e4\uc74c\uc744 \ud074\ub9ad\ud558\uc138\uc694. <strong>\ub9c1\ud06c<\/strong> \ub2e8\ucd94. \uc774\uc5b4\uc11c \uc120\ud0dd <strong>\uacc4\uc815 \uc120\ud0dd<\/strong> \uae30\uc874 Search Console \uacc4\uc815\uc744 \uc9c0\uc815\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc744 \ud074\ub9ad\ud558\uc138\uc694. <strong>\ud655\uc778\ud558\ub2e4<\/strong> \ubc84\ud2bc\uc744 \ud074\ub9ad\ud558\uc138\uc694.<\/li>\n<li>\uacc4\uc18d\ud558\ub2e4 <strong>\ub2e4\uc74c<\/strong> \uc6f9 \ub370\uc774\ud130 \uc2a4\ud2b8\ub9bc\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/li>\n<li>\uc815\ubcf4\ub97c \uac80\ud1a0\ud558\uace0 \ud074\ub9ad\ud558\uc138\uc694. <strong>\uc81c\ucd9c\ud558\ub2e4<\/strong>.<\/li>\n<\/ol>\n<p>\ub610 \ub2e4\ub978 \uc635\uc158\uc740 Google \uad11\uace0 \uacc4\uc815\uc744 GA4\uc5d0 \uc5f0\uacb0\ud558\uc5ec \uad11\uace0 \ud22c\uc790 \ubc0f \ud0c0\uac9f\ud305 \uae30\uc220\uc744 \uac1c\uc120\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>Google \uad11\uace0 \uad00\ub828 \ub370\uc774\ud130\ub97c GA4\ub85c \uac00\uc838\uc624\ub824\uba74 \ub2e4\uc74c \ub2e8\uacc4\ub97c \ub530\ub974\uc138\uc694.<\/p>\n<ol>\n<li>\ubc29\ubb38\ud558\ub2e4 <strong>\uad00\ub9ac\uc790<\/strong> \u2192 <strong>\uc81c\ud488 \ub9c1\ud06c<\/strong> \u2192 <strong>Google \uad11\uace0 \ub9c1\ud06c<\/strong>.<\/li>\n<li>\ub2e4\uc74c\uc744 \ud074\ub9ad\ud558\uc138\uc694. <strong>\ub9c1\ud06c<\/strong> \ubc84\ud2bc\uc744 \ud074\ub9ad\ud558\uace0 Google \uad11\uace0 \uacc4\uc815\uc744 \uc120\ud0dd\ud558\uc138\uc694. \uadf8\ub7f0 \ub2e4\uc74c <strong>\ud655\uc778\ud558\ub2e4<\/strong> \ubc84\ud2bc\uc744 \ub204\ub974\uace0 \ub204\ub974\uc138\uc694 <strong>\ub2e4\uc74c<\/strong>.<\/li>\n<li>\uc774\uc81c \ub2f9\uc2e0\uc740 \ub9cc\ub098\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4 <strong>\uc790\ub3d9 \ud0dc\uadf8 \ud65c\uc131\ud654<\/strong> Analytics \uc804\ud658\uc744 Google \uad11\uace0\ub85c \uc790\ub3d9\uc73c\ub85c \uac00\uc838\uc624\ub294 \uc635\uc158\uc785\ub2c8\ub2e4. \ud65c\uc131\ud654\ud558\uac70\ub098 \uac74\ub108\ub6f0\uace0 \uacc4\uc18d \uc9c4\ud589\ud558\uc138\uc694. <strong>\ub2e4\uc74c<\/strong>.<\/li>\n<li>\uad6c\uc131\uc744 \uac80\ud1a0\ud558\uace0 \uc120\ud0dd\ud558\uc138\uc694. <strong>\uc81c\ucd9c\ud558\ub2e4<\/strong>.<\/li>\n<\/ol>\n<p>GA4\uc758 \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub610\ub294 \uc774\uba54\uc77c \ucea0\ud398\uc778\uc5d0\uc11c AI \ud1b5\ucc30\ub825\uc744 \uc5bb\uc73c\ub824\uba74 \ub2e4\uc74c \uad8c\uc7a5 \ubc29\uc2dd\uc744 \ub530\ub974\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>UTM \ub9e4\uac1c\ubcc0\uc218\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/strong> \ub2e8\uc21c\ud654\ub41c \ucd94\uc801\uc744 \uc704\ud574 \uc774\ub97c \uc18c\uc15c \ubbf8\ub514\uc5b4 \ub610\ub294 \uc774\uba54\uc77c \ucea0\ud398\uc778 \ub9c1\ud06c\uc5d0 \ucd94\uac00\ud558\uc138\uc694.<\/li>\n<li><strong>GA4 \uc774\ubca4\ud2b8\ub97c \uad6c\uc131\ud569\ub2c8\ub2e4.<\/strong> Google\ub294 \ud0c0\uc0ac \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc0ac\uc6a9\uc790 \ucf58\ud150\uce20 \uacf5\uc720\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud560 \uac83\uc744 \uc81c\uc548\ud569\ub2c8\ub2e4. \uc18c\uc15c \ubbf8\ub514\uc5b4 \ud074\ub9ad\ub960\uacfc \uc774\uba54\uc77c \uc5f4\ub78c\ub960\uc5d0 \ub300\ud55c \ub9de\ucda4 \uc774\ubca4\ud2b8\ub97c \ub9cc\ub4dc\ub294 \uac83\uc744 \uace0\ub824\ud574 \ubcf4\uc138\uc694.<\/li>\n<li><strong>GA4 \ub9de\ucda4 \uc7a0\uc7ac\uace0\uac1d\uc744 \uac1c\ubc1c\ud558\uc138\uc694.<\/strong> \uc774\ub97c \ud1b5\ud574 \uc18c\uc15c \ubbf8\ub514\uc5b4 \ubc0f \uc774\uba54\uc77c \ucea0\ud398\uc778\uc774 \ud2b8\ub798\ud53d \ubc0f \uc804\ud658\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc27d\uac8c \ucd94\uc801\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc7a0\uc7ac\uace0\uac1d \uc138\ubd84\ud654\uc5d0 \ub300\ud574\uc11c\ub294 \ub2e4\uc74c \uc139\uc158\uc5d0\uc11c \uc790\uc138\ud788 \ub17c\uc758\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\ucd94\ucc9c \ub3c5\uc11c<\/h4>\n<p>PPC\uc5d0 AI\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95: AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc804\ud658\ud558\ub294 \uac1c\uc778\ud654\ub41c PPC \ucea0\ud398\uc778 \uad6c\ucd95<br \/>\n8+ \ucd5c\uace0\uc758 \uc18c\uc15c \ubbf8\ub514\uc5b4 AI \ub3c4\uad6c \ubc0f \uc18c\uc15c \ubbf8\ub514\uc5b4\uc758 \uc778\uacf5 \uc9c0\ub2a5 \uad6c\ud604<\/p>\n<h3><a id=\"4-use-ai-powered-audience-segmentation\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>4. AI \uae30\ubc18 \uccad\uc911 \uc138\ubd84\ud654 \uc0ac\uc6a9<\/h3>\n<p>\ud0c0\uac9f \uace0\uac1d\uc5d0 \ub300\ud55c \uc774\ud574\uac00 \uae4a\uc5b4\uc9c8\uc218\ub85d \ub9c8\ucf00\ud305 \uc804\ub7b5\uc758 \uc601\ud5a5\ub825\uc740 \ub354\uc6b1 \ucee4\uc9d1\ub2c8\ub2e4. Google Analytics Intelligence\uc758 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ucc38\uc5ec \ud328\ud134\uc5d0\uc11c \uad6c\ub9e4 \uc758\ub3c4\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc7a0\uc7ac \uace0\uac1d\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \ucc3e\uc544\ub0c5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \ub9e4\ucd9c \uc218\uce58\uc5d0 \uac00\uc7a5 \ud070 \uae30\uc5ec\ub97c \ud55c \uc5f0\ub839\ub300\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574 &quot;\uc5f0\ub839\ub300\ubcc4 \ucd5c\uace0 \uc218\uc775&quot;\uc774\ub77c\ub294 \ucffc\ub9ac\ub97c \uc785\ub825\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c \uace0\uac1d\uc774 \uc120\ud638\ud558\ub294 \ub2e4\uc591\ud55c \uc7a5\uce58, \uace0\uac1d\uc774 \ub3c4\ub2ec\ud558\ub294 \ucc44\ub110, \uc120\ud638\ud558\ub294 \uc81c\ud488 \uce74\ud14c\uace0\ub9ac \ub4f1\uc744 \ub354\uc6b1 \uc790\uc138\ud788 \ud30c\uc545\ud558\uc138\uc694.<\/p>\n<p>\uadf8\ub7f0 \ub2e4\uc74c \uc774 \uc9c0\uc2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \uc77c\ubc18\uc801\uc778 \ucd94\uc138\ub97c \uc2dd\ubcc4\ud558\uace0 Google \ubd84\uc11d \ub0b4\uc5d0\uc11c \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \uacf5\uac10\ud558\ub294 \uac1c\uc778\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud560 \uc218 \uc788\ub294 \ub9de\ucda4\ud615 \uccad\uc911\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uacfc\uc815\uc744 \uc2dc\uc791\ud558\ub824\uba74 \ub2e4\uc74c\uc744 \ubc29\ubb38\ud558\uc138\uc694. <strong>\uad00\ub9ac\uc790<\/strong> \u2192 <strong>\uccad\uc911<\/strong> \u2192 <strong>\uc0c8\ub85c\uc6b4 \uccad\uc911<\/strong> Google \ubd84\uc11d \ub0b4\uc5d0\uc11c. \uc120\ud0dd\uc744 \uc9c4\ud589\ud558\uc138\uc694. <strong>\ub9de\ucda4 \uc7a0\uc7ac\uace0\uac1d \ub9cc\ub4e4\uae30<\/strong>.<\/p>\n<p>\uadf8\ub7f0 \ub2e4\uc74c \ub300\uc0c1 \uc778\uad6c \ud1b5\uacc4 \ub610\ub294 \ud589\ub3d9 \ud328\ud134\uc744 \ubc18\uc601\ud558\ub294 \uc870\uac74\uc744 \uad6c\uc131\ud558\uac70\ub098 \uc81c\uac70\ud558\uace0 \uadf8\uc5d0 \ub530\ub77c \uccad\uc911\uc758 \uc81c\ubaa9\uc744 \uc9c0\uc815\ud558\uace0 \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc740 18~24\uc138 \uc0ac\uc774\uc758 \ubbf8\uad6d \uc5ec\uc131 \ubaa8\ubc14\uc77c \uc0ac\uc6a9\uc790\ub97c \ud3ec\ud568\ud558\ub294 \ub9de\ucda4 \ud0c0\uac9f\uc5d0 \ub300\ud55c \uadf8\ub9bc\uc785\ub2c8\ub2e4. <strong>$500<\/strong> \uc9c0\ub09c 30\uc77c \ub3d9\uc548\uc758 \uc218\uc775\uc785\ub2c8\ub2e4.<\/p>\n<p>\uac15\ud654\ub41c AI \uae30\ubc18 \ud0c0\uac9f\ud305\uc744 \uc704\ud574\uc11c\ub294 \ub2e4\uc74c\uc744 \ud65c\uc6a9\ud558\uc138\uc694. <strong>\uc608\uce21 \uc7a0\uc7ac\uace0\uac1d<\/strong>. \uc774\ub294 Google\uc758 \uc608\uce21 \uc9c0\ud45c\ub97c \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc74c \uc8fc\uc758 \uad6c\ub9e4 \uc131\ud5a5\uacfc \uac19\uc740 \ud5a5\ud6c4 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uc608\uce21\uc744 \ud1b5\ud574 \uace0\uac1d \uc694\uad6c \uc0ac\ud56d\uc744 \uc608\uce21\ud558\uace0 \uadf8\uc5d0 \ub530\ub77c \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uc218\uc815\ud558\uc5ec \ucc38\uc5ec\uc728\uacfc \uc804\ud658\uc728\uc744 \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uae30\ub2a5\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\ub824\uba74 \uc0c1\ub2f9\ud55c \uc591\uc758 \ub370\uc774\ud130\uac00 \ud544\uc694\ud558\ub2e4\ub294 \uc810\uc5d0 \uc720\uc758\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uad6c\ub9e4\uc640 \uac19\uc740 \ud2b9\uc815 \uc870\uac74\uc744 \uc2e4\ud589\ud558\ub294 \ucd5c\uc18c 1000\uba85\uc758 \ubcf5\uadc0 \uc0ac\uc6a9\uc790\uc640 \uc9c0\ub09c 28\uc77c \uc774\ub0b4\uc5d0 1000\uba85\uc758 \ube44\uad6c\ub9e4\uc790\uac00 \uad8c\uc7a5\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc608\uce21 \ub300\uc0c1\uc758 \ucc38\uc5ec\ub97c \uc720\ub3c4\ud558\ub824\uba74 \ub2e4\uc74c \ub2e8\uacc4\ub97c \ub530\ub974\uc138\uc694.<\/p>\n<ol>\n<li>\n<p>\ub2e4\uc74c\uc73c\ub85c \uc9c1\uc811 \uc774\ub3d9\ud558\uc138\uc694. <strong>\uad00\ub9ac\uc790<\/strong> \u2192 <strong>\uccad\uc911<\/strong> \u2192 <strong>\uc0c8\ub85c\uc6b4 \uccad\uc911<\/strong>. \uc544\ub798\uc758 <strong>\ucc38\uc870\ub97c \uc0ac\uc6a9\ud558\uc138\uc694<\/strong> category, \uc561\uc138\uc2a4 <strong>\uc608\uce21<\/strong> \ud0ed.<\/p>\n<\/li>\n<li>\n<p>\ubc14\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc5ec\ub7ec \uc608\uce21 \ub300\uc0c1 \ud15c\ud50c\ub9bf\uc744 \ub9c8\uc74c\uaecf \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ud544\uc694\ud55c \uacbd\uc6b0 \uc870\uac74\uc744 \ub354\uc6b1 \uad6c\uccb4\ud654\ud558\uc138\uc694. \uc608\ub97c \ub4e4\uc5b4 \uc774\ud0c8 \uac00\ub2a5\uc131\uc774 \uac00\uc7a5 \ub192\uac70\ub098 \uac00\uc7a5 \ub0ae\uc740 \uc0ac\uc6a9\uc790\uc758 \ubc31\ubd84\uc704\uc218\ub97c \uc870\uc815\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c \ub2e4\uc74c\uc744 \uc120\ud0dd\ud558\uc138\uc694. <strong>\uad6c\ud558\ub2e4<\/strong>.<\/p>\n<\/li>\n<\/ol>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\ucd94\ucc9c \ub3c5\uc11c<\/h4>\n<p>\uc18c\uaddc\ubaa8 \ubca4\ucc98\uc5d0 \uc774\uc0c1\uc801\uc778 \ud074\ub77c\uc774\uc5b8\ud2b8 \ud504\ub85c\ud544 \uac1c\ubc1c<\/p>\n<h3><a id=\"5-benchmark-ai-insights-against-historical-data\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>5. \uacfc\uac70 \ub370\uc774\ud130\ub97c \uae30\uc900\uc73c\ub85c AI \ud1b5\ucc30\ub825 \ud3c9\uac00<\/h3>\n<p>GA4 AI\ub294 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uae30\ubc18 \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc9c0\ub9cc \uc644\ubcbd\ud55c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. AI \uae30\ubc18 \ucea0\ud398\uc778\uc744 \uc2e4\ud589\ud560 \ub54c \uc2e4\uc81c \uacb0\uacfc\uc640 \uc608\uce21\uc744 \uad50\ucc28 \ud655\uc778\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uadf8\ub807\uac8c \ud558\uba74 AI \uae30\ubc18 \uc758\uc0ac \uacb0\uc815\uc774 \uac15\ud654\ub418\uc5b4 \uc2e4\uc6a9\uc801\uc778 \uc131\ub2a5 \ubca4\uce58\ub9c8\ud06c\ub97c \uc124\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>GA4 \ub0b4\uc5d0\uc11c AI \ud1b5\ucc30\ub825\uc744 \uc2e4\uc81c\uc640 \ubcd1\uce58\uc2dc\ud0a4\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. <strong>\ubcf4\uace0\uc11c \ud398\uc774\uc9c0\uc758 \ube44\uad50 \uae30\ub2a5<\/strong>.<\/p>\n<p>\uc608\uc2dc \uc2dc\ub098\ub9ac\uc624\ub97c \uace0\ub824\ud574\ubcf4\uc138\uc694. \ub2f9\uc2e0\uc774 \uc628\ub77c\uc778 \uc0c1\uc810\uc758 \uc18c\uc720\uc790\ub77c\uace0 \uac00\uc815\ud558\uace0, \uc9c0\ub09c \uc8fc \uc2e4\uc81c \uc804\ud658\uc5d0 \ube44\ud574 \uc5bc\ub9c8\ub098 \ub9ce\uc740 AI\uac00 \uad6c\ub9e4\ud560 \uac83\uc774\ub77c\uace0 \uc608\uce21\ud588\ub294\uc9c0 \ud655\uc778\ud558\ub824\uace0 \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ud3c9\uac00\ub97c \uc704\ud574 \ubaa8\ub4e0 \uac83\uc744 \ubd84\ub958\ud558\ub294 \uadf8\ub8f9 <strong>\uad6c\ub9e4\uc790<\/strong> \uacf5\uc2dd\ud654\ud55c \ub2e4\uc74c \uc0dd\uc131\ud574\uc57c \ud569\ub2c8\ub2e4. <strong>7\uc77c \uc774\ub0b4 \uad6c\ub9e4\uc790\uc77c \uac00\ub2a5\uc131\uc774 \uc788\uc74c<\/strong> \uc774\uc804 \ub2e8\uacc4\uc758 \uc608\uce21 \uc7a0\uc7ac\uace0\uac1d\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc73c\ub85c, <strong>\ubcf4\uace0\uc11c<\/strong> \ud398\uc774\uc9c0\uc5d0\uc11c \ub2e4\uc74c \ub2e8\uacc4\ub97c \ub530\ub974\uc138\uc694.<\/p>\n<ol>\n<li>\ud398\uc774\uc9c0 \uc624\ub978\ucabd\uc5d0\uc11c \uae30\uac04\uc744 8\uc6d4 1\uc77c\ubd80\ud130 8\uc6d4 8\uc77c\ub85c \uc870\uc815\ud558\uc138\uc694.<\/li>\n<li>\ub2e4\uc74c\uc73c\ub85c \uc9c4\ud589\ud558\uc138\uc694. <strong>\ube44\uad50 \uc218\uc815<\/strong> \uadf8 \uc544\ub798\uc5d0 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc744 \ud074\ub9ad\ud558\uc138\uc694. <strong>\uc810 3\uac1c \uc544\uc774\ucf58<\/strong> \uc5d0 \uad00\ud55c <strong>\ubaa8\ub4e0 \uc0ac\uc6a9\uc790\ub4e4<\/strong> \uadf8\ub9ac\uace0 \uc120\ud0dd\ud558\uc138\uc694 <strong>\ube44\uad50 \uc218\uc815<\/strong>.<\/li>\n<li>\uc218\uc815\ud558\ub2e4 <strong>\uac12<\/strong> \uc5d0\uac8c <strong>7\uc77c \uc774\ub0b4 \uad6c\ub9e4\uc790\uc77c \uac00\ub2a5\uc131\uc774 \uc788\uc74c<\/strong> \ud074\ub9ad\ud558\uc5ec \ud655\uc778\ud558\uc138\uc694. <strong>\uc801\uc6a9\ud558\ub2e4<\/strong>.<\/li>\n<li>\ub3d9\uc77c\ud55c \uc778\ud130\ud398\uc774\uc2a4\uc5d0\uc11c + \uc0c8 \ube44\uad50 \ucd94\uac00\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ud6c4\uc18d \uc870\uac74\uc744 \uc9c0\uc815\ud558\uace0 \ub2e4\uc74c\uc744 \uc120\ud0dd\ud558\uc5ec \ud504\ub85c\uc138\uc2a4\ub97c \ub9c8\ubb34\ub9ac\ud569\ub2c8\ub2e4. <strong>\uc801\uc6a9\ud558\ub2e4<\/strong>:\n<ul>\n<li><strong>\uce58\uc218.<\/strong> &#039;\uad00\uac1d \uc774\ub984.&#039;<\/li>\n<li><strong>\uc77c\uce58 \uc720\ud615.<\/strong> &#039;\uc815\ud655\ud788 \uc77c\uce58\ud569\ub2c8\ub2e4.&#039;<\/li>\n<li><strong>\uac12.<\/strong> &#039;\uad6c\ub9e4\uc790.&#039;<\/li>\n<\/ul>\n<\/li>\n<li>\uacb0\uacfc <strong>\ubcf4\uace0\uc11c \uc2a4\ub0c5\uc0f7<\/strong> \ub2e4\uc74c\uacfc \uc720\uc0ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\ube44\uad50 \uc124\uc815\uc740 \ube44\ud65c\uc131\ud654\ud558\uae30 \uc804\uae4c\uc9c0 \ubcf4\uace0\uc11c\uc758 \uc5ec\ub7ec \uc139\uc158\uc5d0\uc11c \uc720\uc9c0\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <strong>\ud2b8\ub798\ud53d \ud68d\ub4dd<\/strong> \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \ud074\ub7ec\uc2a4\ud130 \uac04\uc758 \ucc44\ub110 \uc120\ud638\ub3c4\ub97c \ud3c9\uac00\ud558\ub294 \ud398\uc774\uc9c0\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \uc774 \uc635\uc158\uc744 \uc0ac\uc6a9\ud558\uba74 \ub450 \uac1c \uc774\uc0c1\uc758 \uc694\uc18c\ub97c \ub3d9\uc2dc\uc5d0 \ubcd1\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc7a5\ubc14\uad6c\ub2c8\ub97c \ubc84\ub9b0 \uac1c\uc778\uacfc \uc774\uc804 \ub370\uc774\ud130\ub97c \ube44\uad50\ud558\uc5ec AI\uc758 \uc608\uce21 \uc815\ubc00\ub3c4\uc640 \uad00\ub828\ub41c \uba85\ud655\uc131\uc744 \ub192\uc774\ub294 \ub370\ubaa8\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \ubc29\ubc95\uc740 \ud65c\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. <strong>GA4\uc758 \ud0d0\uc0c9<\/strong>, Google \ubd84\uc11d \ubcf4\uace0\uc11c\ub97c \uc2dc\uac01\uc801\uc73c\ub85c \ud45c\ud604\ud558\ub294 \ub370 \ud65c\uc6a9\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub2e4\uc591\ud55c \ud615\uc2dd\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc27d\uac8c \ud45c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ucf54\ud638\ud2b8 \ud0d0\uc0c9.<\/strong> \uacf5\uc720\ub41c \uc18d\uc131 \uc9d1\ud569\uc5d0 \ubc18\uc751\ud558\ub294 \uc120\ubcc4\ub41c \uc9d1\ub2e8\uc758 \uc8fc\ubaa9\ud560\ub9cc\ud55c \ud2b9\uc131\uacfc \uc131\uacfc\ub97c \uc54c\uc544\ubcf4\uc138\uc694.<\/li>\n<li><strong>\uc720\uc785\uacbd\ub85c \ud0d0\uc0c9.<\/strong> \uc0ac\uc774\ud2b8\ub098 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc0ac\uc6a9\uc790 \uc5ec\uc815 \uc644\ub8cc\ub97c \ubcf4\uc5ec\uc8fc\uc138\uc694.<\/li>\n<li><strong>\uc138\uadf8\uba3c\ud2b8\uac00 \uacb9\uce69\ub2c8\ub2e4.<\/strong> \uc11c\ub85c \ub2e4\ub978 \uc0ac\uc6a9\uc790 \ud558\uc704 \uc9d1\ud569 \uac04\uc758 \uc0c1\ud638 \uad00\uacc4\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uacbd\ub85c \ud0d0\uc0c9.<\/strong> \uc0ac\uc774\ud2b8 \ub610\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc\uc758 \uc0ac\uc6a9\uc790 \uc0c1\ud638 \uc791\uc6a9\uc744 \uc774\ud574\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc0ac\uc6a9\uc790 \uc218\uba85.<\/strong> \uc804\uccb4 \uace0\uac1d \uc5ec\uc815\uc5d0 \uac78\uccd0 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uba74\ubc00\ud788 \uc870\uc0ac\ud569\ub2c8\ub2e4.<\/li>\n<li><strong>\uc790\uc720 \ud615\uc2dd.<\/strong> \uc81c\uacf5\ub41c \ub3c4\uad6c\ub97c \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uc720\uc5f0\ud558\uac8c \ud45c\ud604\ud558\uc138\uc694.<\/li>\n<\/ul>\n<p>\ud0d0\uc0c9\uc744 \uc2dc\uc791\ud558\ub824\uba74 \ub2e4\uc74c\uc744 \ud074\ub9ad\ud558\uc138\uc694. <strong>\ud0d0\uad6c\ud558\ub2e4<\/strong> Google Analytics\uc758 \uc67c\ucabd \uc0ac\uc774\ub4dc\ubc14\uc5d0\uc11c \uc6d0\ud558\ub294 \ud0d0\uc0c9 \ud615\uc2dd\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/p>\n<p>\ub450 \uac00\uc9c0 \uae30\ubcf8 \ud0ed\uc774 \uc788\ub294 \ud0d0\uc0c9 \uce94\ubc84\uc2a4\ub85c \uc774\ub3d9\ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uce94\ubc84\uc2a4\uc5d0\uc11c \ud65c\uc6a9\ud558\uae30 \uc704\ud55c \ucc28\uc6d0, \uc9c0\ud45c \ubc0f \uc138\uadf8\uba3c\ud2b8 \ubaa9\ub85d\uc744 \ud65c\uc131\ud654\ud558\ub294 \ubcc0\uc218\uc785\ub2c8\ub2e4.<\/li>\n<li>\uc2dc\uac01\ud654\ub97c \uc704\ud55c \uad6c\uc131 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\ub294 \uc124\uc815\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc55e\uc11c \uc5b8\uae09\ud55c \uc2dc\ub098\ub9ac\uc624\ub97c \ud65c\uc6a9\ud558\uc5ec <strong>\uc138\uadf8\uba3c\ud2b8 \uc911\ubcf5<\/strong> \uc8fc\ud615. \uc774\ub0b4\uc5d0 <strong>\ubcc0\uc218<\/strong>, \ub0a0\uc9dc \ubc94\uc704 \uc124\uc815, \ub450 \uac1c\uc758 \uc138\uadf8\uba3c\ud2b8 \ucd94\uac00 \u2013 <strong>7\uc77c \uc774\ub0b4 \uad6c\ub9e4\uc790\uc77c \uac00\ub2a5\uc131\uc774 \uc788\uc74c<\/strong> \uadf8\ub9ac\uace0 <strong>\uad6c\ub9e4\uc790<\/strong>. \ud544\uc694\ud558\ub2e4\uace0 \ud310\ub2e8\ub418\uba74 \ucd94\uac00 \uc138\uadf8\uba3c\ud2b8, \uce21\uc815\uae30\uc900, \uce21\uc815\ud56d\ubaa9\uc744 \ucd94\uac00\ud558\uc138\uc694.<\/p>\n<p>\uadf8\ub7f0 \ub2e4\uc74c \ub450 \uc138\uadf8\uba3c\ud2b8\ub97c <strong>\uc138\uadf8\uba3c\ud2b8 \ube44\uad50<\/strong> \uc5d0 \uc704\uce58\ud55c \uc139\uc158 <strong>\uc124\uc815<\/strong>. \uacb0\uacfc\uc801\uc73c\ub85c Venn \ub2e4\uc774\uc5b4\uadf8\ub7a8\uc774 \uad6c\uccb4\ud654\ub418\uc5b4 AI\uc758 \uc608\uce21\uc5d0 \ub9de\ucdb0 \uc2e4\uc81c \uad6c\ub9e4\uc790 \uc218\ub97c \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>\ubbf8\ubb18\ud55c \ubd84\uc11d\uc744 \uc704\ud574 \ucd94\uac00 \ucc28\uc6d0 \ubc0f \uc9c0\ud45c\ub97c \ud3ec\ud568\ud558\ub294 \uac83\ub3c4 \uac00\ub2a5\ud558\uba70 \ub2e4\uc74c\uacfc \uac19\uc774 \ub80c\ub354\ub9c1\ub429\ub2c8\ub2e4.<\/p>\n<h3><a id=\"6-analyze-user-journey\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>6. \uc0ac\uc6a9\uc790 \uacbd\ub85c\ub97c \uba74\ubc00\ud788 \uc870\uc0ac\ud558\uc138\uc694<\/h3>\n<p>\uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \uc774\ud574\ud558\uace0 \uac1c\uc120\ud558\ub294 \uac83\uc740 \ubaa8\ub4e0 \uae30\uc5c5\uc758 \ucd08\uc11d\uc774 \ub429\ub2c8\ub2e4. \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \ucc38\uc5ec \ud37c\ub110 \ub0b4\uc5d0\uc11c \uac1c\uc120\uc774 \ud544\uc694\ud55c \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud558\uc5ec \uc6d0\ud65c\ud55c \uace0\uac1d \ud0d0\uc0c9\uc744 \ubcf4\uc7a5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc2e0\uaddc \uc0ac\uc6a9\uc790\uac00 \uc804\uc790\uc0c1\uac70\ub798 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc7a5\ubc14\uad6c\ub2c8\ub97c \uc790\uc8fc \uc774\ud0c8\ud558\ub294 \uacbd\uc6b0 \uc6f9\ud398\uc774\uc9c0 \ub808\uc774\uc544\uc6c3\uc774\ub098 \uacb0\uc81c \ud504\ub85c\uc138\uc2a4 \ub4f1 \uc815\ud655\ud55c \uc57d\uc810\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\uc815 GA4 \uae30\ub2a5\uc740 \ub3d9\uc758 \ubaa8\ub4dc\uc5d0 AI \uae30\ubc18 \ud589\ub3d9 \ubaa8\ub378\ub9c1\uc744 \ud65c\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uacf5\uc720\ub97c \uac70\ubd80\ud55c \uc0ac\uc6a9\uc790\uac00 \ucde8\ud55c \uc870\uce58\uc5d0 \ub300\ud55c \uae30\uacc4 \ud559\uc2b5 \ubd84\uc11d\uc744 \ud1b5\ud574 \ub370\uc774\ud130 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ud45c\uc900\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ub354 \uae4a\uc740 \ud1b5\ucc30\ub825\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 GA4\ub294 \uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \ud5a5\uc0c1\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc790\ub9ac \uc7a1\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc628\ub77c\uc778 \uc0c1\uc810\uc744 \uc6b4\uc601\ud558\ub294 \uae30\uc5c5\uac00\ub294 <strong>\ubcf4\uace0\uc11c<\/strong> \u2192 <strong>\uc218\uba85\uc8fc\uae30<\/strong> \u2192 <strong>\uc218\uc775\ud654<\/strong> \u2192 <strong>\uc0ac\uc6a9\uc790 \uad6c\ub9e4 \uc5ec\uc815<\/strong> \uace0\uac1d \uacbd\ub85c\ub97c \uaf3c\uaf3c\ud558\uac8c \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ubcf4\uace0\ud569\ub2c8\ub2e4. \uc774 \ud2b9\uc815 \ubcf4\uace0 \ubcf4\uae30\ub294 \ub2e4\uc591\ud55c \ud37c\ub110 \ub2e8\uacc4\uc5d0\uc11c \uac10\uc18c \uc9c0\uc810\uc744 \ub4dc\ub7ec\ub0b4\ubbc0\ub85c \ubb38\uc81c\uac00 \uc788\ub294 \uc601\uc5ed\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.\uac1c\uc120\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ubcf4\uace0\uc11c\ub294 \ud3d0\uc1c4\ud615 \uc720\uc785\uacbd\ub85c \uac1c\ub150\uc744 \ud65c\uc6a9\ud558\ubbc0\ub85c \uad00\ub828 \ub2e8\uacc4\ub97c \uc218\uc815\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uadf8\ub7fc\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \ube44\uad50\ub97c \uc704\ud574 \ucd94\uac00 \ucc28\uc6d0\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubdf0\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uac83\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \ubd84\uc11d\ud558\ub294 \ub610 \ub2e4\ub978 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <strong>\uae54\ub54c\uae30<\/strong> \uadf8\ub9ac\uace0 <strong>\uacbd\ub85c \ud0d0\uc0c9<\/strong>.<\/p>\n<p>\ud37c\ub110 \ud0d0\uc0c9\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uba74 \uc0ac\uc6a9\uc790 \uad6c\ub9e4 \uc5ec\uc815 \ubcf4\uace0\uc11c\uc640 \uc720\uc0ac\ud558\uc9c0\ub9cc \uc774 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c\ub294 \ub2e8\uacc4\ub97c \uc870\uc815\ud560 \uc5ec\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud2b9\uc815 \uc2dc\uc810\uc5d0 \uc5bc\ub9c8\ub098 \ub9ce\uc740 \uace0\uac1d\uc774 \uc720\uc785\uacbd\ub85c\ub97c \uc885\ub8cc\ud558\ub294\uc9c0 \ud3c9\uac00\ud558\uae30 \uc704\ud574 \uacb0\uc81c \uc815\ubcf4 \ub2e8\uacc4\ub97c \ud3ec\ud568\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ub294 \uacbd\ub85c \ud0d0\uc0c9\uc740 \uc6f9\uc0ac\uc774\ud2b8\ub098 \uc571\uc5d0\uc11c \uc0ac\uc6a9\uc790\uac00 \uc218\ud589\ud558\ub294 \uc77c\ub828\uc758 \uc791\uc5c5\uc744 \ubcf4\uc5ec\uc90c\uc73c\ub85c\uc368 \ub3c5\ud2b9\ud55c \uac01\ub3c4\ub97c \ucde8\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub97c \ud1b5\ud574 \uc6f9\uc0ac\uc774\ud2b8 \ud2b8\ub798\ud53d \ud328\ud134\uacfc \uacbd\ud5a5\uc744 \uc774\ud574\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud0d0\uc0c9\uc744 \ud1b5\ud574 \uc2e0\uaddc \uc0ac\uc6a9\uc790\uac00 \ud648\ud398\uc774\uc9c0\uc5d0 \ub3c4\ucc29\ud55c \uc9c1\ud6c4 \uc5b4\ub5a4 \ud398\uc774\uc9c0\ub85c \uc774\ub3d9\ud558\ub294\uc9c0 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc0ac\uc6a9\uc790\uac00 \uc7a5\uc560\ubb3c\uc5d0 \uc9c1\uba74\ud588\uc74c\uc744 \uc554\uc2dc\ud558\ub294 \ubc18\ubcf5 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \uacbd\ub85c \ud0d0\uc0c9\uc740 Google \uad11\uace0 \ub610\ub294 \uc18c\uc15c \ubbf8\ub514\uc5b4\uc640 \uac19\uc740 \ud2b9\uc815 \ucc44\ub110\uc5d0\uc11c \uc720\uc785\ub418\ub294 \uc0ac\uc6a9\uc790\uc640 \uac19\uc740 \ud2b9\uc815 \uc0ac\uc6a9\uc790 \ubd80\ubb38\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0b4\ub294 \ub370 \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub9c8\ucf00\ud305 \uc804\ub7b5\uc5d0 \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \ubcf4\ub2e4 \uc815\ud655\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2><a id=\"tips-for-effective-ai-utilization-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4\uc5d0\uc11c \ud6a8\uc728\uc801\uc778 AI \ud65c\uc6a9\uc744 \uc704\ud55c \uc9c0\uce68<\/h2>\n<p>\uc7a5\uc810\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ub2e8\uc810\uc744 \uc904\uc774\ub824\uba74 Google Analytics 4\uc5d0\uc11c AI \ub370\uc774\ud130\ub97c \ud574\uc11d\ud558\uace0 \ud65c\uc6a9\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \uc804\ub7b5\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc544\ub798\uc5d0\ub294 GA4 \ub0b4\uc5d0\uc11c \uc774\ub97c \ub2ec\uc131\ud558\uae30 \uc704\ud55c \uba87 \uac00\uc9c0 \uad8c\uc7a5\uc0ac\ud56d\uc774 \ub098\uc640 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>\uc804\ub7b5\uc801 \uc758\uc0ac\uacb0\uc815\uc744 \uc704\ud574 \uc608\uce21 \uc9c0\ud45c \ud65c\uc6a9<\/strong><\/p>\n<p>\ucea0\ud398\uc778\uc744 \uace0\uc548\ud558\uac70\ub098 \ubd84\uae30\ubcc4 \ubaa9\ud45c\ub97c \uc815\uc758\ud560 \ub54c GA4\uc758 \uc608\uce21 \uce21\uc815\ud56d\ubaa9\uc744 \ud1b5\ud569\ud558\uc138\uc694. \uc774\ub7ec\ud55c \ud1b5\ucc30\ub825\uc740 \uc608\uc0c1\ub418\ub294 \ubbf8\ub798 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \ub9de\uac8c \uc804\ub7b5\uc744 \ub9de\ucda4\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\uc5b4 \uc131\uacf5 \uac00\ub2a5\uc131\uc744 \ub192\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, AI \ubd84\uc11d\uc774 \ub2e4\uc74c\uc744 \uc608\uce21\ud558\ub294 \uacbd\uc6b0 <strong>20%<\/strong> \ub2e4\uc74c \ub2ec \ud2b9\uc815 \uc81c\ud488 category\uc5d0 \ub300\ud55c \uad00\uc2ec\uc774 \uae09\uc99d\ud560 \uacbd\uc6b0 \ub9c8\ucf00\ud305 \uc608\uc0b0\uc744 \uc801\uadf9\uc801\uc73c\ub85c \ub298\ub9ac\uac70\ub098 \uad00\ub828 \ub79c\ub529 \ud398\uc774\uc9c0\ub97c \ucd5c\uc801\ud654\ud558\uac70\ub098 \ud574\ub2f9 category\uc5d0 \ub300\ud55c \uc7ac\uace0 \uc218\uc900\uc744 \ud655\ub300\ud558\ub294 \uac83\uc744 \uace0\ub824\ud574\ubcf4\uc138\uc694.<\/p>\n<p><strong>AI \ucd9c\ub825 \uc774\ud574<\/strong><\/p>\n<p>GA4\uc758 AI\uc5d0\uc11c \uc0dd\uc131\ub41c \ud1b5\ucc30\ub825\uc740 \uadc0\uc911\ud55c \uad00\uc810\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc9c0\ub9cc \ubcf4\uace0\uc11c\ub97c \uc561\uba74 \uadf8\ub300\ub85c \ubc1b\uc544\ub4e4\uc774\uc9c0 \uc54a\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ucc30\ub825\uc744 \ub4b7\ubc1b\uce68\ud558\ub294 \uae30\ubcf8 \uc54c\uace0\ub9ac\uc998\uacfc \ub370\uc774\ud130\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud574 \ub178\ub825\ud558\uc2ed\uc2dc\uc624.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, Google Analytics\uc758 \uc608\uce21 \uc9c0\ud45c\ub294 \uae30\uc874 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \uc7a0\uc7ac\uc801 \uad6c\ub9e4 \ub610\ub294 \uc0ac\uc774\ud2b8 \uc774\ud0c8\uacfc \uac19\uc740 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud558\ub294 \uc790\ub3d9\ud654\ub41c \ud1b5\ucc30\ub825\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uadf8 \ud6a8\ub2a5\uc740 \uc801\uc808\ud558\uace0 \uc801\uc808\ud55c \ub370\uc774\ud130\uc5d0 \ubfcc\ub9ac\ub97c \ub450\uace0 \uc788\ub294\uc9c0\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610\ud55c \uac00\uc7a5 \uac74\uc804\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc73c\ub824\uba74 AI\uc640 \ud568\uaed8 \uc804\ubb38 \uc9c0\uc2dd\uc744 \uace0\ub824\ud558\uc2ed\uc2dc\uc624. \ud544\uc694\ud55c \uacbd\uc6b0 \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc778 \ubd84\uc11d\uc744 \uc704\ud574 \ud574\ub2f9 \uc0b0\uc5c5\uc5d0 \ub9de\ub294 AI \uad50\uc721 \ubc0f \ud6c8\ub828\uc5d0 \ud22c\uc790\ud558\uc2ed\uc2dc\uc624.<\/p>\n<p><strong>AI \ud1b5\ucc30\ub825\uc744 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uacfc \ubcd1\ud569<\/strong><\/p>\n<p>GA4 AI\ub294 \ud48d\ubd80\ud55c \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc9c0\ub9cc \uace0\uac1d\uc73c\ub85c\ubd80\ud130 \uc218\uc9d1\ud55c \ubbf8\ubb18\ud55c \ud53c\ub4dc\ubc31\uc744 \ubcf5\uc81c\ud560 \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \uc218\ub9ce\uc740 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc640 \uc528\ub984\ud558\ub294 \ub300\uc2e0 \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc744 \ud1b5\ud574 \ub300\uc0c1 \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud55c \ubb38\uc81c\ub97c \uc2e0\uc18d\ud558\uac8c \uac15\uc870\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>AI \ubd84\uc11d\uc744 \ud1b5\ud574 \ud2b9\uc815 \uc81c\ud488 \ud398\uc774\uc9c0\uc5d0\uc11c \ucc38\uc5ec\ub3c4\ub294 \ub192\uc9c0\ub9cc \uc804\ud658\uc728\uc740 \ub0ae\ub2e4\ub294 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\ub2e4\uace0 \uc0c1\uc0c1\ud574 \ubcf4\uc2ed\uc2dc\uc624. \uace0\uac1d \ud53c\ub4dc\ubc31\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790\uac00 \uacb0\uc81c \uacfc\uc815\uc5d0\uc11c \uc5b4\ub824\uc6c0\uc744 \uacaa\ub294\ub2e4\ub294 \uc0ac\uc2e4\uc774 \ub4dc\ub7ec\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>AI \uc0dd\uc131 \uac00\uc124 \ud14c\uc2a4\ud2b8<\/strong><\/p>\n<p>AI \ud1b5\ucc30\ub825\uc744 \uae30\ubc18\uc73c\ub85c \uc2e4\uc9c8\uc801\uc778 \ubcc0\uacbd\uc744 \uc2e4\ud589\ud558\uae30 \uc804\uc5d0 A\/B \ud14c\uc2a4\ud2b8 \ub610\ub294 \uc720\uc0ac\ud55c \ubc29\ubc95\ub860\uc744 \ud1b5\ud574 \uc815\ud655\uc131\uc744 \uac80\uc99d\ud558\uc2ed\uc2dc\uc624.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, AI\uac00 \ub2e4\uc74c\uacfc \uac19\uc774 \uc608\uce21\ud55c\ub2e4\uba74 <strong>30%<\/strong> \ub2e4\uc74c \ub2ec\uc5d0 \uc774\ud0c8\ud560 \uac00\ub2a5\uc131\uc774 \uc788\ub294 \uc0ac\uc6a9\uc790\uc758 \uacbd\uc6b0 \uc720\uc9c0 \uc774\uba54\uc77c, \ub85c\uc5f4\ud2f0 \ud504\ub85c\uadf8\ub7a8 \ub610\ub294 \uac1c\uc778\ud654\ub41c \uc81c\uc548\uc5d0 \ub300\ud55c A\/B \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc744 \uace0\ub824\ud574\ubcf4\uc138\uc694. \uc804\uccb4 \uc0ac\uc6a9\uc790\uce35\uc5d0 \uc801\uc6a9\ud558\uae30 \uc804\uc5d0 \uc77c\ubd80 \uc0ac\uc6a9\uc790\uc758 \uc774\ud0c8\uc744 \uac00\uc7a5 \ud6a8\uacfc\uc801\uc73c\ub85c \uc904\uc774\ub294 \uc804\ub7b5\uc774 \ubb34\uc5c7\uc778\uc9c0 \uce21\uc815\ud558\uc138\uc694.<\/p>\n<p>\uc774 \uc808\ucc28\ub294 \uc704\ud5d8\uc744 \ucd5c\uc18c\ud654\ud558\uace0 AI\uc5d0\uc11c \uc5bb\uc740 \ud1b5\ucc30\ub825\uc774 \uc2e4\uc9c8\uc801\uc778 \uc774\uc810\uc73c\ub85c \uc804\ud658\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>AI \ubaa8\ub378 \ubc18\ubcf5 \ubc0f \ud5a5\uc0c1<\/strong><\/p>\n<p>AI \ubaa8\ub378\uc740 \uc815\uc801 \uac1c\uccb4\uac00 \uc544\ub2d9\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \ubc0f \ub370\uc774\ud130 \ud658\uacbd\uc758 \ubcc0\ud654\uc5d0 \ub9de\ucdb0 \ubc1c\uc804\ud574\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c AI \uad6c\uc131\uc744 \uc7ac\uac80\ud1a0\ud558\uae30 \uc704\ud574 \uc801\uc808\ud55c \ud3c9\uac00 \ube48\ub3c4\ub97c \uc124\uc815\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \uc0c8\ub85c\uc6b4 \uc81c\ud488 \ub77c\uc778\uc744 \ucd9c\uc2dc\ud560 \ub54c \uc774 \uc0c8\ub85c\uc6b4 \ub178\ub825\uc758 \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud558\ub3c4\ub85d AI \ubaa8\ub378\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\uc2ed\uc2dc\uc624. \uc774\ub97c \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4\uc5d0 \uc801\uc751\ud558\uace0 \uc801\uc2dc\uc5d0 \uc801\uc808\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ubc18\ubcf5\uc801\uc778 \uc9c4\ud589\uc740 \ub610\ud55c AI\uc758 \uc815\ubc00\ub3c4\ub97c \ub192\uc5ec \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc608\uce21 \ub2a5\ub825\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n<p><strong>\ub9de\ucda4 \uc54c\ub9bc\uc744 \uc815\uae30\uc801\uc73c\ub85c \uac80\ud1a0\ud558\uace0 \uac1c\uc120\ud569\ub2c8\ub2e4.<\/strong><\/p>\n<p>GA4\uc5d0\uc11c \uc774\uba54\uc77c \uc54c\ub9bc\uc73c\ub85c \ub9de\ucda4 \ud1b5\uacc4\ub97c \uad6c\uc131\ud560 \ub54c \uc774\ub7ec\ud55c \uc124\uc815\uc744 \uc815\uae30\uc801\uc73c\ub85c \uac80\ud1a0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc6f9\uc0ac\uc774\ud2b8 \ud2b8\ub798\ud53d\uc774 \uac11\uc790\uae30 \uac10\uc18c\ud588\ub2e4\ub294 \uc54c\ub9bc\uc774 \uc654\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uacc4\uc18d\ud574\uc11c \uc54c\ub9bc\uc744 \ubc1b\uc558\uc9c0\ub9cc \uc77c\uc0c1\uc801\uc778 \ubcc0\ub3d9\uc774 \uc6d0\uc778\uc778 \uac83\uc73c\ub85c \ud655\uc778\ub418\uba74 \uc54c\ub9bc \uae30\uc900\uc744 \uad6c\uccb4\ud654\ud574\uc57c \ud560 \ub54c\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc815\uae30\uc801\uc778 \ud3c9\uac00\ub294 \uc624\ud0d0\uc73c\ub85c \uc778\ud55c \ub9ac\uc18c\uc2a4 \ub0ad\ube44\ub97c \ubc29\uc9c0\ud558\uace0 \uadc0\ud558\uc758 \ud589\ub3d9\uc774 \uc9c4\uc815\uc73c\ub85c \uc815\ub2f9\ud55c\uc9c0 \ud655\uc778\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h2><a id=\"incorporating-ai-tools-with-google-analytics-4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI \uc194\ub8e8\uc158\uacfc Google \ubd84\uc11d 4 \ud1b5\ud569<\/h2>\n<p>AI \ud1b5\ud569 \uc804\ub7b5\uc758 \uc77c\ubd80\ub85c \ud0c0\uc0ac AI \ub9c8\ucf00\ud305 \ub3c4\uad6c \ud1b5\ud569\uc744 \uace0\ub824\ud574\ubcf4\uc138\uc694. \uc774 \uc804\ub7b5\uc740 \ub9c8\ucf00\ud305 \ucd5c\uc801\ud654\uc5d0 \ub300\ud55c \ub178\ub825\uc744 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Hostinger\uc758 AI \uc6f9\uc0ac\uc774\ud2b8 \ube4c\ub354\ub294 GA4 \ud1b5\ud569\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uae30\ub2a5\uc73c\ub85c \ubd84\uc11d\uc744 \ubcf4\uc644\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>AI \ud788\ud2b8\ub9f5<\/strong>, \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc790\uc138\ud55c \ubd84\uc11d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uc790\uc8fc \ud074\ub9ad\ud558\ub294 \ud56b\uc2a4\ud31f\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uc774 \ub370\uc774\ud130\ub97c GA4\uc640 \uc0c1\ud638 \ucc38\uc870\ud558\uc5ec \ud574\ub2f9 \uc601\uc5ed\uc744 \uac1c\uc120\ud558\uc5ec \ucc38\uc5ec\ub3c4\ub098 \uc804\ud658\uc728\uc744 \ub192\uc785\ub2c8\ub2e4.<\/p>\n<p>\uac74\uc124\uc0ac\ub294 \ub610\ud55c \ub2e4\uc74c\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. <strong>AI \uc791\uac00<\/strong>, \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec SEO \uce5c\ud654\uc801\uc778 \ucf58\ud150\uce20\ub97c \uc81c\uc791\ud558\ub294 \ucf58\ud150\uce20 \uc81c\uc791 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n<p>GA4\uc5d0\uc11c \uc2e4\uc801\uc774 \uc800\uc870\ud55c \ud398\uc774\uc9c0\ub97c \ubc1c\uacac\ud558\uba74 \uc774 \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud558\uc5ec \uac80\uc0c9 \uc5d4\uc9c4 \uac00\uc2dc\uc131 \ubc0f \uc0ac\uc6a9\uc790 \ucc38\uc5ec \uac1c\uc120\uc744 \uc704\ud574 \ucf58\ud150\uce20\ub97c \uc989\uc2dc \uac1c\uc120\ud558\uac70\ub098 \ucd5c\uc801\ud654\ud558\uc138\uc694.<\/p>\n<p>WordPress \uc0ac\uc6a9\uc790\ub97c \uc704\ud574 Hostinger\uc758 \uad00\ub9ac\ud615 WordPress \ud638\uc2a4\ud305\uc740 \uc0ac\uc804 \uc124\uce58\ub41c <strong>\ubaac\uc2a4\ud130\uc778\uc0ac\uc774\ud2b8<\/strong> \uc628\ubcf4\ub529 \ud504\ub85c\uc138\uc2a4 \uc911\uc5d0 \uad6c\uc131\ud558\uace0 \ud65c\uc131\ud654\ud560 \uc218 \uc788\ub294 \ud50c\ub7ec\uadf8\uc778\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ud655\uc7a5 \ud504\ub85c\uadf8\ub7a8\uc740 GA4\uc640 WordPress \uc0ac\uc774\ud2b8\uc758 \uc5f0\uacb0\uc744 \uc6a9\uc774\ud558\uac8c \ud558\uba70 \uac1c\ubcc4 \uc6f9\ud398\uc774\uc9c0 \uc131\ub2a5\uc5d0 \ub300\ud55c \ubd84\uc11d\uacfc \uac19\uc740 \uae30\ud0c0 \ud3b8\ub9ac\ud55c \uae30\ub2a5\uc744 \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/p>\n<p><strong>\ud56b\uc790\ub974<\/strong> AI \uae30\ubc18 \ubd84\uc11d\uc744 \ud5a5\uc0c1\ud560 \uc218 \uc788\ub294 \ub610 \ub2e4\ub978 \ub3c4\uad6c\ub97c \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31 \uae30\ub2a5\uc73c\ub85c \uc720\uba85\ud569\ub2c8\ub2e4.<\/p>\n<p>GA4\uc640 \ud1b5\ud569\ud55c \ud6c4 Hotjar\uc758 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \uc815\ub7c9\uc801 \ub370\uc774\ud130\ub97c \ub354 \uae4a\uc774 \uc870\uc0ac\ud558\uae30 \uc704\ud55c \ub300\uc0c1 \uc124\ubb38\uc870\uc0ac\ub97c \uace0\uc548\ud558\uc138\uc694. \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \ud2b9\ud788 \ub370\uc774\ud130\uc5d0\uc11c \uc774\uc0c1\uc774 \ubc1c\uacac\ub420 \ub54c \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc804\uccb4\uc801\uc778 \ubcf4\uae30\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>GA4\ub97c \ub2e4\uc74c\uacfc \uc5f0\uacb0\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <strong>\ucd5c\uc801\uc73c\ub85c<\/strong>, A\/B \ud14c\uc2a4\ud2b8 \ubc0f \uc2e4\ud5d8\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uae30 \uc704\ud574 \ub9de\ucda4\ud654\ub41c \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ud1b5\ud569\uc744 \ud1b5\ud574 \uc6f9 \uc2e4\ud5d8 \uc774\ubca4\ud2b8 \ubc0f \ub300\uc0c1 \ubcc0\ud615\uc744 Optimizely\uc5d0\uc11c Google Analytics\ub85c \ub0b4\ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c Optimizely\uc758 AI \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ub9c8\ucf00\ud305 \uc804\ub7b5\uc744 \uc138\ubc00\ud558\uac8c \uc870\uc815\ud558\uc138\uc694.<\/p>\n<h2><a id=\"conclusion\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\ub9c8\ubb34\ub9ac \uc0dd\uac01<\/h2>\n<p>Universal Analytics\uc5d0\uc11c GA4\ub85c\uc758 \uc804\ud658\uc73c\ub85c Google\uc758 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ub2a5\uc774 \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4. GA4\uc758 \uc778\uacf5 \uc9c0\ub2a5 \uae30\ub2a5\uc740 \uc6f9\uc0ac\uc774\ud2b8 \uc18c\uc720\uc790\uc5d0\uac8c \uc0ac\uc6a9\uc790\ub97c \uc774\ud574\ud558\uae30 \uc704\ud55c \ubcf4\ub2e4 \uc9c1\uad00\uc801\uc774\uace0 \uac15\ub825\ud55c \ub3c4\uad6c \ud0a4\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>GA4 AI\ub97c \uc0ac\uc6a9\ud558\uba74 \ub9de\ucda4\ud615 \ub9c8\ucf00\ud305\uc744 \uc704\ud574 \uc7a0\uc7ac\uace0\uac1d\uc744 \ubd84\ub958\ud558\uace0, \uc0ac\uc804 \uc804\ub7b5\uc744 \uc704\ud574 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud558\uace0, \uc8fc\uc758\uac00 \ud544\uc694\ud55c \ubd88\uaddc\uce59\uc131\uc744 \uc815\ud655\ud788 \ucc3e\uc544\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc73c\ub85c \uc778\ud574 \uc628\ub77c\uc778 \ube44\uc988\ub2c8\uc2a4 \uc18c\uc720\uc790\uc5d0\uac8c \uc5c6\uc5b4\uc11c\ub294 \uc548\ub420 \ub3c4\uad6c\uac00 \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>GA4 AI\ub97c \ucc98\uc74c \uc0ac\uc6a9\ud558\ub294 \uacbd\uc6b0 \uc7a0\uc7ac\ub825\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li><strong>\ub370\uc774\ud130\ub97c \uc218\uc9d1\ud558\uace0 \uc900\ube44\ud569\ub2c8\ub2e4.<\/strong> \uadc0\ud558\uc758 \uc6f9\uc0ac\uc774\ud2b8\ub97c Google Analytics\uc640 \ud1b5\ud569\ud558\uc5ec \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \ucd95\uc801\ud558\uc138\uc694. Google Analytics\uac00 \uc790\ub3d9\uc73c\ub85c \ucea1\ucc98\ud55c \uce21\uc815\ud56d\ubaa9\uc744 \uc219\uc9c0\ud558\uc138\uc694.<\/li>\n<li><strong>\ucd94\ucc9c \ub610\ub294 \ub9de\ucda4 \uc774\ubca4\ud2b8\uc640 \uc804\ud658\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc138\uc694.<\/strong> \uc774\ubca4\ud2b8 \ubc0f \uc804\ud658 \ucd94\uc801\uc744 \uc124\uc815\ud558\uc5ec \ube44\uc988\ub2c8\uc2a4\uc5d0 \uac00\uc7a5 \uc911\uc694\ud55c \ucd94\uc138\uc640 \ud65c\ub3d9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc138\uc694.<\/li>\n<li><strong>\uad50\ucc28\ucc44\ub110 \ud1b5\ucc30\ub825\uc744 \ubcd1\ud569\ud569\ub2c8\ub2e4.<\/strong> Google \uad11\uace0, Google \uac80\uc0c9 \ucf58\uc194, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ud50c\ub7ab\ud3fc \ubc0f \uc774\uba54\uc77c \ucea0\ud398\uc778\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud558\uc5ec \uc7a0\uc7ac\uace0\uac1d\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc804\uccb4\uc801\uc778 \uad00\uc810\uc744 \ud655\ubcf4\ud558\uc138\uc694.<\/li>\n<li><strong>AI \uae30\ubc18 \uccad\uc911 \uc138\ubd84\ud654\ub97c \ud65c\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/strong> GA4\uc758 \ubd84\uc11d \uc778\ud154\ub9ac\uc804\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \ubbf8\ub798\uc758 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud558\ub294 \uc608\uce21 \uc7a0\uc7ac\uace0\uac1d \uc138\uadf8\uba3c\ud2b8\ub97c \ub9cc\ub4dc\uc138\uc694.<\/li>\n<li><strong>AI \ud1b5\ucc30\ub825\uc744 \uacfc\uac70 \ub370\uc774\ud130\uc640 \ube44\uad50\ud558\uc2ed\uc2dc\uc624.<\/strong> \ubcf4\uace0 \ubcf4\uae30\uc758 \ube44\uad50 \uae30\ub2a5\uacfc \ud0d0\uc0c9\uc744 \ud65c\uc6a9\ud558\uc5ec AI\uc5d0\uc11c \uc0dd\uc131\ub41c \ud1b5\ucc30\ub825\uc758 \uc815\ud655\uc131\uc744 \ud3c9\uac00\ud558\uc138\uc694.<\/li>\n<li><strong>\uc0ac\uc6a9\uc790 \uc5ec\uc815\uc744 \uc870\uc0ac\ud569\ub2c8\ub2e4.<\/strong> \uc0ac\uc6a9\uc790 \uad6c\ub9e4 \uc5ec\uc815 \ubc0f \ud0d0\uc0c9\uacfc \uac19\uc740 GA4 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \ucd08\uae30 \uc811\ucd09\ubd80\ud130 \uc804\ud658\uae4c\uc9c0 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc73c\uc138\uc694.<\/li>\n<\/ul>\n<p>\uc6b0\ub9ac\ub294 GA4 AI\uc5d0 \uad00\ud55c \uadc0\ud558\uc758 \ud53c\ub4dc\ubc31\uacfc \uc9c8\ubb38\uc744 \ub4e3\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ud589\uc6b4\uc744 \ube55\ub2c8\ub2e4.<\/p>\n<h4><a id=\"suggested-reading\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>\ucd94\ucc9c \ub3c5\uc11c<\/h4>\n<p>\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1: \ud6a8\uacfc\uc801\uc778 AI \ud504\ub86c\ud504\ud2b8 + \uc81c\uc548\uc744 \uc704\ud55c \uc815\uc758 \ubc0f 15\uac00\uc9c0 \uc804\ub7b5<br \/>\n\uc8fc\uc694 \ub300\ud615 \uc5b8\uc5b4 \ubaa8\ub378 \ubc0f \uadc0\ud558\uc758 \uc6f9\uc0ac\uc774\ud2b8\uc5d0 \uc801\ud569\ud55c \ubaa8\ub378 \uc120\ud0dd<br \/>\n\uc8fc\uc694 AI \uc218\uce58 \ubc0f \ud604\uc7ac \ucd94\uc138<\/p>\n<h2><a id=\"using-ai-with-google-analytics-4-faq\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>Google\uc640 \ud568\uaed8 AI \uc0ac\uc6a9 Analytics 4 FAQ<\/h2>\n<p>Google Analytics 4\uc5d0 \uc778\uacf5\uc9c0\ub2a5\uc744 \ud1b5\ud569\ud558\ub294 \uac83\uc5d0 \uad00\ud574 \uc790\uc8fc \ubb3b\ub294 \uba87 \uac00\uc9c0 \uc9c8\ubb38\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><a id=\"how-does-ga4-use-machine-learning\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4\ub294 \uba38\uc2e0\ub7ec\ub2dd\uc744 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ud558\ub098\uc694?<\/h3>\n<p>Google Analytics\uc758 \uae30\uacc4 \ud559\uc2b5\uc740 Analytics Intelligence\ub97c \uac15\ud654\ud558\uc5ec \uc6f9 \uc0ac\uc774\ud2b8 \ub610\ub294 \uc571\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825, \uc774\uc0c1 \ud0d0\uc9c0 \ubc0f \uc790\ub3d9\ud654\ub41c \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c \uc774 \uae30\uc220\uc740 \ubbf8\ub798\uc758 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc608\uce21\ud558\uae30 \uc704\ud55c \uc608\uce21 \ubd84\uc11d\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n<h3><a id=\"what-is-google-analytics-intelligence-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>GA4\uc758 Google Analytics Intelligence\ub294 \ubb34\uc5c7\uc73c\ub85c \uad6c\uc131\ub418\ub098\uc694?<\/h3>\n<p>GA4\uc5d0\uc11c Google Analytics Intelligence\ub294 \uae30\uacc4 \ud559\uc2b5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc6f9\uc0ac\uc774\ud2b8 \ub610\ub294 \uc571\uc5d0 \ub300\ud55c \ud1b5\ucc30\ub825\uacfc \uc81c\uc548\uc744 \uc81c\uacf5\ud558\ub294 \ud234\ud0b7 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\ub294 \ubaa8\ub4e0 \uc774\uc0c1 \ud604\uc0c1\uc774\ub098 \ucd94\uc138\ub97c \uc54c\ub824\uc90d\ub2c8\ub2e4.<\/p>\n<h3><a id=\"can-ai-help-with-conversion-optimization-in-ga4\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI\uac00 GA4\uc758 \uc804\ud658 \ucd5c\uc801\ud654\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub098\uc694?<\/h3>\n<p>\ubb3c\ub860 GA4 AI\ub294 \uc608\uce21 \uce21\uc815\ud56d\ubaa9 \ubc0f \uc7a0\uc7ac\uace0\uac1d\uacfc \uac19\uc740 \uc804\ud658 \ucd5c\uc801\ud654\ub97c \uc9c0\uc6d0\ud558\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc874 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc608\uc0c1\ub418\ub294 \uace0\uac1d \ud589\ub3d9\uc744 \uc2dd\ubcc4\ud558\uc5ec \ub9e4\ucd9c\uc774\ub098 \ub9ac\ub4dc\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3><a id=\"are-there-any-precautions-to-consider-when-using-ai-generated-insights\" class=\"anchor\" aria-hidden=\"true\"><span class=\"octicon octicon-link\"><\/span><\/a>AI \uc0dd\uc131 \ud1b5\ucc30\ub825\uc744 \uc0ac\uc6a9\ud560 \ub54c \uc5b4\ub5a4 \uc548\uc804 \uc870\uce58\ub97c \uc5fc\ub450\uc5d0 \ub450\uc5b4\uc57c \ud569\ub2c8\uae4c?<\/h3>\n<p>AI\uc5d0\uc11c \uc0dd\uc131\ub41c \ud1b5\ucc30\ub825\uc740 \ub9e4\uc6b0 \uac00\uce58\uac00 \uc788\uc9c0\ub9cc \uc758\uc0ac \uacb0\uc815\uc744 \uc704\ud55c \ubc30\ud0c0\uc801\uc778 \uae30\ucd08\uac00 \ub418\uc5b4\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4. \ud14c\uc2a4\ud2b8 \ubc29\ubc95\uc744 \ud1b5\ud574 \uc774\ub7ec\ud55c \ud1b5\ucc30\ub825\uc744 \uac80\uc99d\ud558\uace0 \uc5c5\uacc4 \uc804\ubb38 \uc9c0\uc2dd\uacfc \uc9c0\uc2dd \ub0b4\uc5d0\uc11c \uc774\ub97c \ub9e5\ub77d\ud654\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"Google Analytics\ub294 \ud2b9\ud788 \uc778\uacf5 \uc9c0\ub2a5(AI) \uae30\ub2a5\uacfc \uad00\ub828\ud558\uc5ec \uc0c1\ub2f9\ud55c \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uac70\ucce4\uc2b5\ub2c8\ub2e4. \uc720\ub2c8\ubc84\uc124\uc560\ub110\ub9ac\ud2f1\uc2a4\ub294\u2026","protected":false},"author":1,"featured_media":2431,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"csco_display_header_overlay":false,"csco_singular_sidebar":"","csco_page_header_type":"","footnotes":""},"categories":[241,265,267],"tags":[],"ppma_author":[290],"class_list":{"0":"post-4680","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-advanced-seo","8":"category-ai-seo","9":"category-ai-tools","10":"cs-entry"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.4 (Yoast SEO v22.4) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Top AI Applications Using Google Analytics 4 in 2024 - AI SEO Agency<\/title>\n<meta name=\"description\" content=\"Google Analytics has gone through a substantial upgrade, 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